ReLu_Activation_Function_With_Optimizer_Experiment.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "source": [
        "## Part2 Activation Function RELU\n"
      ],
      "metadata": {
        "id": "RDlKRG4xOb4R"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install -U -q tensorflow tensorflow_datasets\n",
        "!apt install --allow-change-held-packages libcudnn8=8.1.0.77-1+cuda11.2"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "8w9PoY3yOohN",
        "outputId": "8dddefe8-ba66-4fc4-f32a-318f48b2c8a6"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m5.4/5.4 MB\u001b[0m \u001b[31m29.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m3.0/3.0 MB\u001b[0m \u001b[31m31.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "Reading package lists... Done\n",
            "Building dependency tree       \n",
            "Reading state information... Done\n",
            "The following packages will be REMOVED:\n",
            "  libcudnn8-dev\n",
            "The following held packages will be changed:\n",
            "  libcudnn8\n",
            "The following packages will be DOWNGRADED:\n",
            "  libcudnn8\n",
            "0 upgraded, 0 newly installed, 1 downgraded, 1 to remove and 22 not upgraded.\n",
            "Need to get 430 MB of archives.\n",
            "After this operation, 1,153 MB disk space will be freed.\n",
            "Get:1 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64  libcudnn8 8.1.0.77-1+cuda11.2 [430 MB]\n",
            "Fetched 430 MB in 7s (60.0 MB/s)\n",
            "(Reading database ... 122518 files and directories currently installed.)\n",
            "Removing libcudnn8-dev (8.7.0.84-1+cuda11.8) ...\n",
            "update-alternatives: removing manually selected alternative - switching libcudnn to auto mode\n",
            "\u001b[1mdpkg:\u001b[0m \u001b[1;33mwarning:\u001b[0m downgrading libcudnn8 from 8.7.0.84-1+cuda11.8 to 8.1.0.77-1+cuda11.2\n",
            "(Reading database ... 122485 files and directories currently installed.)\n",
            "Preparing to unpack .../libcudnn8_8.1.0.77-1+cuda11.2_amd64.deb ...\n",
            "Unpacking libcudnn8 (8.1.0.77-1+cuda11.2) over (8.7.0.84-1+cuda11.8) ...\n",
            "Setting up libcudnn8 (8.1.0.77-1+cuda11.2) ...\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import os\n",
        "import pathlib\n",
        "import librosa\n",
        "import json\n",
        "\n",
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "import seaborn as sns\n",
        "import tensorflow as tf\n",
        "\n",
        "from tensorflow.keras import layers\n",
        "from tensorflow.keras import models\n",
        "from IPython import display\n",
        "\n",
        "from sklearn.model_selection import train_test_split\n"
      ],
      "metadata": {
        "id": "9uP3GVH4PTHM"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "WF9xPPa-7k4u",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "d4c7ca18-a697-48f7-bd7a-4ec65b14d88d"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Downloading data from http://storage.googleapis.com/download.tensorflow.org/data/mini_speech_commands.zip\n",
            "182082353/182082353 [==============================] - 1s 0us/step\n"
          ]
        }
      ],
      "source": [
        "DATASET_PATH = 'data/mini_speech_commands'\n",
        "\n",
        "data_dir = pathlib.Path(DATASET_PATH)\n",
        "if not data_dir.exists():\n",
        "  tf.keras.utils.get_file(\n",
        "      'mini_speech_commands.zip',\n",
        "      origin=\"http://storage.googleapis.com/download.tensorflow.org/data/mini_speech_commands.zip\",\n",
        "      extract=True,\n",
        "      cache_dir='.', cache_subdir='data')"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "commands = np.array(tf.io.gfile.listdir(str(data_dir)))\n",
        "commands = commands[(commands != 'README.md') & (commands != '.DS_Store')]\n",
        "print('Commands:', commands)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "rp5YxWMYQu7W",
        "outputId": "29de7d49-f82d-45cd-bd60-dbeec59e256a"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Commands: ['right' 'up' 'no' 'down' 'yes' 'left' 'go' 'stop']\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "JSON_PATH = \"data.json\"\n",
        "SAMPLES_TO_CONSIDER = 22050 # 1 sec. of audio\n",
        "\n",
        "# dictionary where we'll store mapping, labels, MFCCs and filenames\n",
        "data = {\n",
        "    \"mapping\": [],\n",
        "    \"labels\": [],\n",
        "    \"MFCCs\": [],\n",
        "    \"files\": []\n",
        "}\n",
        "\n",
        "# loop through all sub-dirs\n",
        "for i, (dirpath, dirnames, filenames) in enumerate(os.walk(DATASET_PATH)):\n",
        "\n",
        "    # ensure we're at sub-folder level\n",
        "    if dirpath is not DATASET_PATH:\n",
        "\n",
        "        # save label (i.e., sub-folder name) in the mapping\n",
        "        label = dirpath.split(\"/\")[-1]\n",
        "        data[\"mapping\"].append(label)\n",
        "        print(\"\\nProcessing: '{}'\".format(label))\n",
        "\n",
        "        # process all audio files in sub-dir and store MFCCs\n",
        "        for f in filenames:\n",
        "            file_path = os.path.join(dirpath, f)\n",
        "\n",
        "            # load audio file and slice it to ensure length consistency among different files\n",
        "            signal, sample_rate = librosa.load(file_path)\n",
        "\n",
        "            # drop audio files with less than pre-decided number of samples\n",
        "            if len(signal) >= SAMPLES_TO_CONSIDER:\n",
        "\n",
        "                # ensure consistency of the length of the signal\n",
        "                signal = signal[:SAMPLES_TO_CONSIDER]\n",
        "\n",
        "                # extract MFCCs\n",
        "\n",
        "                num_mfcc = 13\n",
        "                n_fft = 2048\n",
        "                hop_length = 512\n",
        "                MFCCs = librosa.feature.mfcc(y=signal, n_mfcc=num_mfcc, hop_length=hop_length, n_fft=n_fft)\n",
        "                # MFCCs = librosa.feature.mfcc(y=signal, sample_rate, n_mfcc=num_mfcc, n_fft=n_fft,hop_length=hop_length)\n",
        "\n",
        "                # store data for analysed track\n",
        "                data[\"MFCCs\"].append(MFCCs.T.tolist())\n",
        "                data[\"labels\"].append(i-1)\n",
        "                data[\"files\"].append(file_path)\n",
        "                print(\"{}: {}\".format(file_path, i-1))\n",
        "\n",
        "# save data in json file\n",
        "with open(JSON_PATH, \"w\") as fp:\n",
        "    json.dump(data, fp, indent=4)\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "_C_bp-JGQwBy",
        "outputId": "0720d120-6225-4da2-940b-46e0380a4fb7"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
            "data/mini_speech_commands/no/257251e0_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/2bfe70ef_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/9712cce0_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/8830e17f_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/6c0f6493_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/079d1020_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/5ff3f9a1_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/270bfa52_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/8dc26a15_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/6736bc64_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/4c432947_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/421ed23f_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/bc065a17_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/6a014b29_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/2bdbe5f7_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/37e8db82_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/ac652c60_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/b8b8cb52_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/173e6bbf_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/8830e17f_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/4f5c0b28_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/8ed25ef8_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/e04d7130_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/dce05676_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/750e3e75_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/6794a793_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/28e47b1a_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/981e2a16_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/ac7840d8_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/60472d26_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/21307344_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/2d82a556_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/49af4432_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/7c1d8533_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/2da58b32_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/d7559b2d_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/df1d5024_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/1851e33b_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/9acd0254_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/f8f60f59_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/3ec05c3d_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/af130f12_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/d8c52371_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/c1d39ce8_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/7ea032f3_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/5fadb538_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/e7ea8b76_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/96cd0255_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/b31ad508_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/c33682f0_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/953fe1ad_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/14587ff0_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/c0c0d87d_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/84d1e469_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/24befdb3_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/9886d8bf_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/1c3f50ad_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/2bfe70ef_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/8ff44869_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/d7ca14ef_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/7ab5b8f7_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/14775481_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/ed0720f1_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/1995cf9e_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/ad63d93c_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/9dcfba4b_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/611d2b50_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/6366f61a_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/541120c7_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/e5afa9b0_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/6736bc64_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/229978fd_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/541120c7_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/4d4e17f5_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/d8521ea0_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/5f449e17_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/53578f4e_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/333784b7_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/1ecfb537_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/7c9b43f0_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/1528225c_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/257e17e0_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/439c84f4_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/66cbe2b3_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/735845ab_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/2fa39636_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/135c6841_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/4d4e17f5_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/3777c08e_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/28ed6bc9_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/45864319_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/51055bda_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/f0ac2522_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/1df483c0_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/6aafb34f_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/96a48d28_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/7117fb6d_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/9587481f_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/f4386675_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/471a0925_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/333784b7_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/dbb40d24_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/9a69672b_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/21832144_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/b2e2773a_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/26e9ae6b_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/364f979f_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/f174517e_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/918a2473_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/f638a812_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/ab3f0c1b_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/50a8ef27_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/ba770f9b_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/96ab6565_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/a1533da4_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/62ff07ef_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/0132a06d_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/caa4779f_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/7846fd85_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/e99d36c8_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/cb8f8307_nohash_5.wav: 2\n",
            "data/mini_speech_commands/no/6e41a77e_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/4249c833_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/a2b16113_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/be7fa0a3_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/563aa4e6_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/0cd323ec_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/e04d7130_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/f2dd248e_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/ffd2ba2f_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/15574821_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/9a7c1f83_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/84bf12ff_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/53fd1780_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/7211390b_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/dc6e9c04_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/8eb4a1bf_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/3c257192_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/a1cff772_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/884ae8e1_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/53458368_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/c6389ab0_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/abbfc3b4_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/6366f61a_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/099d52ad_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/b43de700_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/b9f46737_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/dea820ce_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/b43c8f2f_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/d55aa56c_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/f638a812_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/6414258b_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/15c563d7_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/7ea032f3_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/026290a7_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/ab76ac76_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/902258bb_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/10ace7eb_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/28e47b1a_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/c2d15ea5_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/8910e5ef_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/96a48d28_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/61bcb275_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/3d53244b_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/563aa4e6_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/e57d35bc_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/884ae8e1_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/db8a3397_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/28e47b1a_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/25132942_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/6727b579_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/3f2b358d_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/66cbe2b3_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/4a294341_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/695c2127_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/35d1b6ee_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/e6515415_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/8d9cc260_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/30aabd44_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/627c0bec_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/ced835d3_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/bfdb9801_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/3c257192_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/cf87b736_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/fffcabd1_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/e5c48e53_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/fb24c826_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/3cfc6b3a_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/36050ef3_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/924c1a04_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/7c1d8533_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/f19c1390_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/f6581345_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/caa4779f_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/fb7cfe0e_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/19e246ad_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/b433332a_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/b83c1acf_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/3df9a3d4_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/1b459024_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/617de221_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/17c94b23_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/bfa63751_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/28e47b1a_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/9a3f97f8_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/2f813234_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/3e31dffe_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/39a12648_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/e77d88fc_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/af405b69_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/d31d8dd7_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/96c67073_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/095847e4_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/627c0bec_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/ec201020_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/f0ac2522_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/adc216c5_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/83c9e7e6_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/39025b21_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/f63a6479_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/20d3f11f_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/37dca74f_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/4fe01997_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/918a2473_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/70a00e98_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/c6ee87a7_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/7eee5973_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/ec7d1151_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/28ed6bc9_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/bfaf2000_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/49af4432_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/863880b7_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/b8c48ffb_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/3402e488_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/c1b7c224_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/60472d26_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/3efef882_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/64da5281_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/e48a80ed_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/9799379a_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/5c237956_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/20d779bf_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/c7aa72e6_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/f953e1af_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/01bcfc0c_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/9f6fbdb4_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/6a2fb9a5_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/e48a80ed_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/fd395b74_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/573cdb8a_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/122c5aa7_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/49af4432_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/7fd25f7c_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/03c96658_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/e32ff49d_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/14775481_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/b5552931_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/3a70ab7f_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/d5356b9a_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/0397ecda_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/94de6a6a_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/cd7f8c1b_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/1cb788bc_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/3852fca2_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/c08585c1_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/106a6183_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/7061c7d1_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/f42e234b_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/62641b88_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/34ba417a_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/9db2bfe9_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/bf8d5617_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/2ad772d6_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/50d1c8e3_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/541e4079_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/471a0925_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/f8f60f59_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/a6d586b7_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/96105282_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/692a88e6_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/4c4d2526_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/f816db77_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/9b402bc2_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/8494fba8_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/617de221_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/837f7378_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/9d8ac38b_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/07ad9b59_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/96ab6565_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/2da58b32_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/1c6e5447_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/215699ff_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/8a194ee6_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/f19c1390_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/8d9cc260_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/7c1d8533_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/c4500713_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/da2c5f1b_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/919d3c0e_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/88a487ce_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/df280250_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/56eab10e_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/ab7b5acd_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/dca2797e_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/da15e796_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/5fb88f4c_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/215699ff_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/be7a5b2d_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/bfa63751_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/cdfbbe75_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/152491bc_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/8134f43f_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/4a1e736b_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/763188c4_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/e14d3db8_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/8a5acefd_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/765ffccb_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/6940f7f3_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/ffd2ba2f_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/90b0b91a_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/c5570933_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/c103a2d5_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/7cf14c54_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/3c8dc702_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/47d01978_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/42beb5eb_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/b06c19b0_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/9aa21fa9_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/b49caed3_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/f19c1390_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/4a1e736b_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/e5e54cee_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/9a69672b_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/8e05039f_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/d7a58714_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/1e31353f_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/f9af823e_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/31d68957_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/2197f41c_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/ab00c4b2_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/c120e80e_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/1ecfb537_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/122c5aa7_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/742d6431_nohash_5.wav: 2\n",
            "data/mini_speech_commands/no/ced4e2a1_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/b0c0197e_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/0c5027de_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/3a70ab7f_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/e41a903b_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/9a356ab9_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/c08585c1_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/a24cf51c_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/f550b7dc_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/735845ab_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/7bae88ed_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/2039b9c1_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/9a69672b_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/e57d35bc_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/5fadb538_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/e9287461_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/18c54a68_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/73cccfaf_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/c0445658_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/888a0c49_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/be7a5b2d_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/29fb33da_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/7257420c_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/9b3ea809_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/cee22275_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/aff582a1_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/3c165869_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/e0a7c5a0_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/df038de4_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/f810e799_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/650daf8e_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/61a9f72a_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/fe5c4a7a_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/cb802c63_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/3bfd30e6_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/bdb90d38_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/66cff190_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/283d7a53_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/8012c69d_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/3efa7ec4_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/9e2ce5e3_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/7fd25f7c_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/459345ea_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/cce17a61_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/338a40d6_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/611d2b50_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/1daa5ada_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/fac74f6a_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/75b631ff_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/4bb1244f_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/563aa4e6_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/324210dd_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/dc75148d_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/1df483c0_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/e6be0830_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/b83c1acf_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/ad1429cf_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/4b39347d_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/b7a0754f_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/d7a58714_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/173ae793_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/0c2ca723_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/9efe5140_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/8549f25d_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/563aa4e6_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/c4e1f6e0_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/28ed6bc9_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/7cf14c54_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/c08585c1_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/8442ea62_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/0e5193e6_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/8012c69d_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/fd395b74_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/29fb33da_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/e41a903b_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/686d030b_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/86cb59b2_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/3006c271_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/99fad6a0_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/b65f6015_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/e53139ad_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/cd85758f_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/953fe1ad_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/bd061bef_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/e7ea8b76_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/f5733968_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/bf90a57a_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/38d78313_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/be7a5b2d_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/234ab0fb_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/1995cf9e_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/e53139ad_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/135c6841_nohash_3.wav: 2\n",
            "data/mini_speech_commands/no/a97017df_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/eb3f7d82_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/f17be97f_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/d0f7bef5_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/0137b3f4_nohash_4.wav: 2\n",
            "data/mini_speech_commands/no/876c84d6_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/62641b88_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/c0c0d87d_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/c68cf200_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/f6617a86_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/5b09db89_nohash_2.wav: 2\n",
            "data/mini_speech_commands/no/ccb1266b_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/fe1916ba_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/19b05529_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/88f8a99c_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/f17be97f_nohash_0.wav: 2\n",
            "data/mini_speech_commands/no/46a153d8_nohash_1.wav: 2\n",
            "data/mini_speech_commands/no/f6581345_nohash_1.wav: 2\n",
            "\n",
            "Processing: 'down'\n",
            "data/mini_speech_commands/down/8781f4c1_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/fa44fcf5_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3f170018_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/742d6431_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b9f46737_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/20174140_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/50d1c8e3_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/56eb74ae_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/8a194ee6_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/d1214f15_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f6617a86_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8f4c551f_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/0ff728b5_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c93d5e22_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/1fe4c891_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/7ea032f3_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/1bc45db9_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c120e80e_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/a518d1cf_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/af8b2f2c_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/6ef76186_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/712e4d58_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/48bfde8e_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/bbd0bbd0_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/1e9b215e_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/baeac2ba_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f5c3de1b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8f0d3c27_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/e62056e2_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b575b5fb_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/f2a90886_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3209ec42_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d8a5ace5_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/5188de0d_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/74551073_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c0e8f5a1_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/0f3f64d5_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1ba20be2_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/d197e3ae_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/b6091c84_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1c3f4fac_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3e31dffe_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1fd85ee4_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/92a9c5e6_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/c93d5e22_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b97c9f77_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/a3fc7884_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/840eab5a_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/9886d8bf_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b3bb4dd6_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/feb1d305_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/6ef76186_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/471a0925_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/c1e0e8e3_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/10ace7eb_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/68effe85_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/e0315cf6_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/8281a2a8_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/45864319_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/069ab0d5_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/528f9242_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/94de6a6a_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/32561e9e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8f4c551f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8f4c551f_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/6301e683_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/e1469561_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/edd8bfe3_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c0445658_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/9db2bfe9_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/a6d586b7_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/a6d586b7_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/3c257192_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d84829e0_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b9f46737_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/627c0bec_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/96a48d28_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/1625acd8_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/439c84f4_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/3b852f6f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/5b09db89_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/bdee441c_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/a709ddd3_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/ffd2ba2f_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/da584bc0_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/cb5d2c6e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/92e17cc4_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/78622c2b_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/9080f6d3_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/51f4d5b0_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/7318280c_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/9637f43f_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/6c968bd9_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/ed3c2d05_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/beb49c22_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/24c9f572_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/6f9088d7_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/5a0bc987_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/a6d586b7_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/651d108f_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/bb31b82b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/27c30960_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/48bfde8e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/fa446c16_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/94de6a6a_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/3aa6f4e2_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8281a2a8_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/10ace7eb_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/763188c4_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/c948d727_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/d9d6559e_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/e96a5020_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/2dcb6848_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1aeef15e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ad63d93c_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/7ea032f3_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8335f893_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8eb4a1bf_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/8e884ec4_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f953e1af_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/15c371c7_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/da584bc0_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/c79159aa_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/0f7205ef_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8134f43f_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/7e2d5caf_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/918a2473_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/d90b4138_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/0e17f595_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/0cd323ec_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/01b4757a_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c7aaad67_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c7aaad67_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/5c8af87a_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/b9515bf3_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/1365dd89_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1e9b215e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1b88bf70_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/9db2bfe9_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/71aa5b54_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/172dc2b0_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/ad63d93c_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/46114b4e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f33660af_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/10ace7eb_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/37dca74f_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/8ec6dab6_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/8442ea62_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/af405b69_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/7bf801d1_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/e5dadd24_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/493392c6_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/6b7d5101_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d37e4bf1_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/8f3f252c_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/258f4559_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/742d6431_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/a4b21cbc_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/31e686d2_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/815f0f03_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/5588c7e6_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/db72a474_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/7f74626f_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/8134f43f_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/ca4eeab0_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/5e3dde6b_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/1ffd513b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/a108341b_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/a4e8a997_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/86402da1_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/e0315cf6_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f92e49f3_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/f297e878_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/35d1b6ee_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/6c968bd9_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/f7b43563_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/9a7c1f83_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/329eab8a_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/1b755c65_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/520e8c0e_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/ee4a907f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b19f7f5f_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/d94eb94f_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/19f9c115_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1d919a90_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/a4ca3afe_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/590750e8_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/e7ea8b76_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/14872d06_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/6ef76186_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/18a8f03f_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/54d9ccb5_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f216055e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c53b335a_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/964e8cfd_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/67961766_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/6c0f6493_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/c7aaad67_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/b2fbe484_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1e412fac_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/96d5276f_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/ad63d93c_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/a3255f5c_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ac7840d8_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/e54a0f16_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/cab100c9_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/80c45ed6_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/6d818f6c_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/2c7c33e8_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/686d030b_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/49af4432_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/d8ed3745_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/66774579_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b9515bf3_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/6f2c6f7e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d0faf7e4_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/dbb40d24_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/0ff728b5_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/fe291fa9_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f264e0df_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8ed25ef8_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/8eb4a1bf_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/742d6431_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/2d3c8dcb_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/953fe1ad_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/1ecfb537_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/7fd25f7c_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/cc6ee39b_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/ccb1266b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8eb4a1bf_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/7211390b_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/1cbcc7a7_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/2f666bb2_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f839238a_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/b97c9f77_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/24befdb3_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/327289eb_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/333784b7_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/23ad12d8_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/b4aa9fef_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/beb49c22_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/a9f38bae_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/617de221_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/e2362167_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/a42a88ff_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3c257192_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/eb6dab4a_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/cc71bada_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/10ace7eb_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/31270cb2_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b6ebe225_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/bc196f81_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d3badc9a_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/c2df23b2_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/0ff728b5_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/d197e3ae_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/9efe5140_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/6c429c7b_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/eb0676ec_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/dedc7fab_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/a9f38bae_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/a6d586b7_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/39543cfd_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/fad7a69a_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/0132a06d_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/ec21c46b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3367cff6_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/4a1e736b_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/4a1e736b_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/f2dd248e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ec201020_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1ecfb537_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/712e4d58_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/4290ca61_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/bf70feda_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/5c8af87a_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/a879a2c3_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3006c271_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/e54a0f16_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/73cccfaf_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/9a8d8d34_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/97f4c236_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/e0315cf6_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/33246bc2_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/6940f7f3_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/016e2c6d_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/ba676390_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/37d38e44_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/a1cff772_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/c1eebc0b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3f2b358d_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/6cf5459b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1a5b9ca4_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1b4c9b89_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/00b01445_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/1b4c9b89_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/1a4259c3_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3ac2e76f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/5a0bc987_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/3402e488_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/15f04ff8_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d5ca80c6_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/23abe1c9_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/cd7f8c1b_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/617de221_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/9a69672b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/beb49c22_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/735845ab_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/98582fee_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/4c841771_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/a902ce9b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3a182c98_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/190821dc_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/6c429c7b_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/9ff2d2f4_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/dea820ce_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/66aa0f29_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/17cc40ee_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b959cd0c_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/c9b653a0_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/5e3dde6b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/264f471d_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/b52bd596_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d1453a87_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/24ed94ab_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d8ee4734_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/412c675c_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/833a0279_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/5165cf0a_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/5d9bb361_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/437455be_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/3565ca83_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1b459024_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b87bdb22_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/cc6bae0d_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/e55a2b20_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/a6285644_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f4cae173_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/28ed6bc9_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/da76aa58_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/39a12648_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/437455be_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/f7879738_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/86b89661_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/a1dd919f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d3f22f0e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f0ebef1b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/70a00e98_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/aff582a1_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/9ab86dd0_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/ad89eb1e_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/3e31dffe_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/4f256313_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/68dd409e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/a24582a0_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/0b77ee66_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3dfd6c23_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/3ca784ec_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b487da60_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/5ab63b0a_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8281a2a8_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/c79159aa_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/cc6bae0d_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/bfbd0e6b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1626bc5a_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/cb2929ce_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/c518d1b1_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/9aa21fa9_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/a3255f5c_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/e1469561_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/b3bb4dd6_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/f8f60f59_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/122c5aa7_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/3d9200b9_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/da15e796_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/cb8f8307_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/aa233654_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/1851e33b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/9ab86dd0_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/94de6a6a_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/b1426003_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d1453a87_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/30137d34_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/363c6bad_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/3bc21161_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/014f9f65_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/a3fc7884_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/6205088b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/004ae714_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/7c1d8533_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/6c968bd9_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8dd788d8_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1ba20be2_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/7211390b_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/92a9c5e6_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/888a0c49_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/c661be6e_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/324210dd_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/dabf67d9_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/96ab6565_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/f839238a_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/af130f12_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/0fa1e7a9_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/5fe4a278_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/e71b4ce6_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/d0faf7e4_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/fe5c4a7a_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/211ccd2e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/5c39594f_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/bf70feda_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/a0a8d759_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/dea820ce_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/b41a92a3_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8830e17f_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/96a48d28_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/c4e1f6e0_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/bbd0bbd0_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/1d1fe0a0_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/d94eb94f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/da1d320c_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/6c0f6493_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/a0f93943_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/723efc4c_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b87bdb22_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/16db1582_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b9db6e42_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/9e6bb505_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/462e1919_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3bc21161_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/9e6bb505_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3777c08e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8625475c_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/0e5193e6_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/0137b3f4_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/d8a5ace5_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/ced835d3_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/02746d24_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/9aa21fa9_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/1626bc5a_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/01d22d03_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/28ce0c58_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/ac652c60_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ee07dcb9_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/acde7e73_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/e14a99a5_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8ed25ef8_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/e04d7130_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d8c314c0_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/da8fa823_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/24b82192_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/dbaf8fc6_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/9ce7a419_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/49af4432_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/dbb40d24_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/19e246ad_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/e2362167_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/2da58b32_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/dce5041a_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/50a7d406_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/0ff728b5_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/dca2797e_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/f8f60f59_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/a50a98d2_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/f852895b_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/39543cfd_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/9e42ae25_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/5744b6a7_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/129c7d8d_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/ece1a95a_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f864cd4a_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/e96a5020_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/50ed8a7b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/7ea032f3_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/5fadb538_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3e2ba5f7_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/96cd0255_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/9a7c1f83_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/50f55535_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/953fe1ad_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/eb0676ec_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/6c0f6493_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/53fd1780_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3ae5c04f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/826268f8_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/190821dc_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/a0a8d759_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/4b25f620_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d750966e_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/6f689791_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ccfd721c_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/0ab3b47d_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ee07dcb9_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/c9b653a0_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/01bb6a2a_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/686d030b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/da1d320c_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ad63d93c_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/42beb5eb_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/d107dc42_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/611d2b50_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/25132942_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/541120c7_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/bf5d409d_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b55a09be_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/b7a0754f_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/53578f4e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/00f0204f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1ecfb537_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/b5552931_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/439c84f4_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/4fe01997_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c25a032b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d9b8fab2_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/6c2dd2d5_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c9b653a0_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/45864319_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/bab36420_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/c0c701f1_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/7106d229_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/6d2d3b0d_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/26e573a9_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3847619e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c44d2a58_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/471a0925_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b87bdb22_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/14df1e28_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/333784b7_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/bf8d5617_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/9a69672b_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/21832144_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/106a6183_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/b2e2773a_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/918a2473_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/f638a812_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/50a8ef27_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/a996cf66_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/17f0e206_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/3d6bee47_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/2151b09a_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/96ab6565_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/4620dc14_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/05b2db80_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/0132a06d_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/541120c7_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/7846fd85_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/5828dfa2_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/4249c833_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/24b82192_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/37d38e44_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/563aa4e6_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/763188c4_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/e04d7130_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/cb2929ce_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/0f250098_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/4a803e67_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/a9abc695_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8eb4a1bf_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/ef2a3cfb_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d37e4bf1_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/a1cff772_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/95299b6c_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/884ae8e1_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/33246bc2_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/c6389ab0_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/638548d5_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/40b60ae9_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/15c563d7_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/b43de700_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b9f46737_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/95ba4996_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/6cb6eee7_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/44dad20e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/cc6ee39b_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/38d78313_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/7c1d8533_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/6f2f57c1_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/f638a812_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b544d4fd_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/caa7feaf_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3dfd6c23_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/15c563d7_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/feb1d305_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/2d3c8dcb_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c245d3d7_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ca48dc76_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8910e5ef_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8012c69d_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/96a48d28_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/94e6864f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/86402da1_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/3d53244b_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/590750e8_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/884ae8e1_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/db8a3397_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/6f2f57c1_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/adebe223_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/9aa21fa9_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/ff21fb59_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/eb0676ec_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/3f2b358d_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/35c8fa78_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/695c2127_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ad63d93c_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/f7879738_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/83f9c4ab_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/627c0bec_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/db4cf12f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/17c94b23_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/7211390b_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/3c257192_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/264f471d_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/2d82a556_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/ffd2ba2f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3cdecb0b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/5188de0d_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/bd061bef_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/e5c48e53_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c120e80e_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/4845bb10_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/9ff2d2f4_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/6f689791_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/fb7cfe0e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b12bef84_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/7f74626f_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/b83c1acf_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b59fa113_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/6727b579_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/c120e80e_nohash_5.wav: 3\n",
            "data/mini_speech_commands/down/27b03931_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/65079685_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/caf1803e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/6af4aa07_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/c120e80e_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/38c388bc_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/d90b4138_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/27b03931_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/7081436f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f1b35ace_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/39a12648_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/9190045a_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/28ce0c58_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/bdb26021_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d31d8dd7_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/571c044e_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/1625acd8_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3477fab6_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/db8a3397_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/229978fd_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/62581901_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/de6eb27c_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c661be6e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/4fe01997_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/840c366d_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/7eee5973_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f953e1af_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/a8f45bdc_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f618568f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/28ed6bc9_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/c22d3f18_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/c93d5e22_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/d1d3e64d_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/38d78313_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/98447c43_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/9f7079fe_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/4845bb10_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/529eda42_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/4f5c0b28_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d9d6559e_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/eb76bc68_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f92e49f3_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/6cc28ce5_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/9b5815cd_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/784e281a_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/7cf14c54_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f1d36c53_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/122c5aa7_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ce7a8e92_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/7fd25f7c_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/37dca74f_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/d9b50b8b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3a70ab7f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c0445658_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/94de6a6a_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/cd7f8c1b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1cb788bc_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/7e2d5caf_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/953fe1ad_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/c6ee87a7_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/78622c2b_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/7cbf645a_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/df1d5024_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/fda46b78_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c120e80e_nohash_8.wav: 3\n",
            "data/mini_speech_commands/down/01bb6a2a_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/471a0925_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/f8f60f59_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f816db77_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/67c7fecb_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/4bb1244f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d750966e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c0e8f5a1_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/cb2929ce_nohash_5.wav: 3\n",
            "data/mini_speech_commands/down/35d1b6ee_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1942abd7_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3a182c98_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/d933bf5e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/2167c2ed_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/5be23def_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/4ec7d027_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/2da58b32_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/215699ff_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/eb76bc68_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/6b7d5101_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/fda46b78_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/8a194ee6_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/9d4bab4f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/2579e514_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f19c1390_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/b83c1acf_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/3a789a0d_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8d9cc260_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/88120683_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c4500713_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8ff44869_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/b5552931_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/c0e0f834_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/692a88e6_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/db7c95b0_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/df280250_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/106a6183_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/8012c69d_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/05cf43ef_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/fd395b74_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ced835d3_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/7e1054e7_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/f00180d0_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1fe4c891_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/dea820ce_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/0474c92a_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d71ad617_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/da15e796_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/3bfd30e6_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/6c6aa323_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ec7d1151_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/cb8f8307_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/38c388bc_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/152491bc_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8134f43f_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/53eb0a88_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/4a1e736b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/834f03fe_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/fb7cfe0e_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/c634a189_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/8a5acefd_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/686d030b_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/c22d3f18_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/e63b69c5_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/e72aa705_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/96cd0255_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/380abbad_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/712e4d58_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/d7c60815_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3c8dc702_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/2bdbe5f7_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/42beb5eb_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3402e488_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/c50225fa_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b49caed3_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/15c563d7_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/9ff2d2f4_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/745a8e32_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/e7ea8b76_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/a16b3102_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/72be9202_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/96c67073_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/49af4432_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/9785931e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/2197f41c_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/dc2222d7_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/b87bdb22_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/c120e80e_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/e07dd7d4_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/5efb758c_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/9dc1889e_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/3143fdff_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/122c5aa7_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/953fe1ad_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/fad7a69a_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/171b56dc_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/7e556a2c_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/ced4e2a1_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1b63157b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ec201020_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/39a45230_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/735845ab_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/20174140_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/48bfde8e_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/099d52ad_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/3bfd30e6_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/dedc7fab_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/fd395b74_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/eb6dab4a_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ccf418a5_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/7f74626f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/73cccfaf_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b00dff7e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c0445658_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/86478fab_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/299c14b1_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f47d644e_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b1df80c0_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ab3f0c1b_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ee483d85_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/888a0c49_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/7257420c_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d1a4fb3f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/016e2c6d_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/bd11c654_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d9d6559e_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/d2f4f431_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/facd97c0_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/e0a7c5a0_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b87bdb22_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c7124b73_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/0447d7c1_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/8dd24423_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/c1e0e8e3_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/b49caed3_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/b9f46737_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/8a0457c9_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/b7a0754f_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/eb3f7d82_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/881583a6_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c7124b73_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ce49cb60_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/324210dd_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/3bc21161_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/4cb874bb_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/fc2411fe_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/7fd25f7c_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/605ed0ff_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/d197e3ae_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/324210dd_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/dc2222d7_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/e6be0830_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/5e3dde6b_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/4b39347d_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/67c7fecb_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/ec7d1151_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/66aa0f29_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/a2fefcb4_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/0c2ca723_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c1d39ce8_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/765ffccb_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/9efe5140_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ccea893d_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/e71b4ce6_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/71bf8f48_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/8442ea62_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/964e8cfd_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/0e5193e6_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/264f471d_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/4fe01997_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/fd395b74_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/686d030b_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/5588c7e6_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/370844f7_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/063d48cf_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/3bfd30e6_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/0ff728b5_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/8843b25f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/ced835d3_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/71e6ab20_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/4f2ab70c_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/7106d229_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/27c30960_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/34263ab3_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/8830e17f_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/08ab8082_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/f5733968_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/8dd788d8_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/b3bdded5_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/38d78313_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/b6ebe225_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/be7a5b2d_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/234ab0fb_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/bdee441c_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/eb3f7d82_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/742d6431_nohash_3.wav: 3\n",
            "data/mini_speech_commands/down/b55a09be_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c0c0d87d_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/8ea22de7_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/520b2c17_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/834f03fe_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/edd8bfe3_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/8012c69d_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/5e3dde6b_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/1e412fac_nohash_2.wav: 3\n",
            "data/mini_speech_commands/down/9c06a3f3_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/4c841771_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/c0e0f834_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/a518d1cf_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/f17be97f_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/46a153d8_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/14587ff0_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/c4e1f6e0_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/1a5b9ca4_nohash_1.wav: 3\n",
            "data/mini_speech_commands/down/eefd26f3_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/bca56796_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/33903159_nohash_0.wav: 3\n",
            "data/mini_speech_commands/down/92a9c5e6_nohash_4.wav: 3\n",
            "data/mini_speech_commands/down/9f6fbdb4_nohash_0.wav: 3\n",
            "\n",
            "Processing: 'yes'\n",
            "data/mini_speech_commands/yes/d0faf7e4_nohash_7.wav: 4\n",
            "data/mini_speech_commands/yes/d5c41d6a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/56f78b7e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/5f814c23_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/cae62f38_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/5705a0f9_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/060cd039_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/060cd039_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f6617a86_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8f4c551f_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/0ac15fe9_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/85b877b5_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/3f2b358d_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/069ab0d5_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/c120e80e_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/e9287461_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/042186b8_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/e32ff49d_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8eb4a1bf_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/e54a0f16_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/cc3d1613_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/64da5281_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/48bfde8e_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/f5c3de1b_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/afe0b87d_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/baf01c1f_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/e04d7130_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/e7ea8b76_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/d90b4138_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/161fcca8_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/db8a3397_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/f17be97f_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/3209ec42_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/84d1e469_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/106a6183_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/1f3bece8_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/73124b26_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/019fa366_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/7096522d_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/d197e3ae_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/5195f0ec_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/afd53389_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f19c1390_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/15b0c947_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/adec6a94_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/b97c9f77_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/fb7c9b3b_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/c24d96eb_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f804cbb3_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/80b8eab4_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/6c0f6493_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/471a0925_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/7192fddc_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/10ace7eb_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/0132a06d_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/d197e3ae_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/8fce59ff_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/67fcdb05_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/48a8a69d_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/46a153d8_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/b4aa9fef_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/e269bac0_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/94de6a6a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/eb3f7d82_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/b49caed3_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/32561e9e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/012c8314_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/837f7378_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/2a89ad5c_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/6301e683_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/56eb74ae_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/c0445658_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/d8a5ace5_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/a6d586b7_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/a6d586b7_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/3c257192_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/a1cff772_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/96a48d28_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/9b027ecf_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/0135f3f2_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/5b09db89_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/e649aa92_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/bdee441c_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/a1cff772_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/57376a4c_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/9c06a3f3_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/5c39594f_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/919d3c0e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8056e897_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/3d53244b_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/af405b69_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/e7d0eb3f_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/15c563d7_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/76424fa5_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/3bfd30e6_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/51055bda_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/6c429c7b_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/1ed557b9_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f35eedd7_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/96ab6565_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/a6d586b7_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c2aeb59d_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/377e916b_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/48bfde8e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/402e2977_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/53d5b86f_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/708a9569_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/3aa6f4e2_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/10ace7eb_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/3389305e_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/f8ad3941_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/baeac2ba_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/d4d898d7_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/763188c4_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/d0faf7e4_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/e96a5020_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/bd2db1a5_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/71904de3_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/ad63d93c_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/07ad9b59_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/6205088b_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/8e884ec4_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/30802c5d_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f953e1af_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/48bdc11c_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/325a0c39_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c79159aa_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/0f7205ef_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/65d844fc_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f3957e23_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c120e80e_nohash_9.wav: 4\n",
            "data/mini_speech_commands/yes/1a673010_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f804cbb3_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/f9273a21_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/d9ae8983_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/a1cff772_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/ec201020_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/6a203e0e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/1b4c9b89_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/840eab5a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/ac4b3fc3_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/65f2531f_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/cb2929ce_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/39a45230_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/5c8af87a_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/5b09db89_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/1365dd89_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/abbfc3b4_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/1aeef15e_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/748cb308_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/ad63d93c_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/8a28231e_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/f33660af_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/10ace7eb_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/7117fb6d_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/7d5f87c8_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/37dca74f_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/3f339c33_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/493392c6_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/df1d5024_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/8f3f252c_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/742d6431_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/47d01978_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/31e686d2_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/9c59dd28_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/56eb74ae_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/5588c7e6_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/951cac20_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/2039b9c1_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/f5733968_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/caedb73a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/afabfa0e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/db72a474_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/7e843da8_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/b00c4c53_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/8134f43f_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/50f55535_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/471a0925_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/5e3dde6b_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/172dc2b0_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/9f4098cb_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/1ffd513b_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/24c9f572_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/c22d3f18_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/fce96bac_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/29b81b73_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/be7a5b2d_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/01d22d03_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/1df99a8a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/3e31dffe_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/35d1b6ee_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/3ab9ba07_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/6c968bd9_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/bab36420_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c103a2d5_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/7d8babdb_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f92e49f3_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/1b755c65_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/37dca74f_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/cc6ee39b_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/ee4a907f_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/1d919a90_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/b5552931_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/e7ea8b76_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/652b3da7_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/14872d06_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/5c8af87a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/964e8cfd_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/6c0f6493_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/baeac2ba_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/86402da1_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/7cbf645a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/53578f4e_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/ad63d93c_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/563aa4e6_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/11321027_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/86648261_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/042186b8_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/49af4432_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/71f6fed7_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/20d3f11f_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/66774579_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/6f2c6f7e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/d0faf7e4_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c6a23ff5_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/b0bad4a9_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/8134f43f_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/c120e80e_nohash_7.wav: 4\n",
            "data/mini_speech_commands/yes/742d6431_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/953fe1ad_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/cc6ee39b_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/ccb1266b_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/9b5815cd_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/9c59dd28_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/40115b19_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/1cbcc7a7_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/2f666bb2_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c8db14a8_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/324210dd_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/4f256313_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/ea9f8e11_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/327289eb_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/e7334395_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/333784b7_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/ced835d3_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/31e686d2_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/106a6183_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/d312f481_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/c2e08f08_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/617de221_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/97addd88_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/b7a0754f_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/97f4c236_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/462e1919_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/65f2531f_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/b97c9f77_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/3c257192_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/65f2531f_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/a4c938ce_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/10ace7eb_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/5184ed3e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/b6ebe225_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/f953e1af_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/c2df23b2_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/bd8412df_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/6c429c7b_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/9886d8bf_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/4f2ab70c_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/e0344f60_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/7846fd85_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/ec21c46b_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/3367cff6_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/99e6cab8_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/4a1e736b_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/62ef962d_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/f2dd248e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/a4b21cbc_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/ec201020_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/712e4d58_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/b7669804_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/d1214f15_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/e96a5020_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/51995cea_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/4290ca61_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/36050ef3_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/5c8af87a_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/2f0a410b_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c1d39ce8_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/5677ec77_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/0f3f64d5_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/e0315cf6_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/ba676390_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c25a032b_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/37d38e44_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c634a189_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8ec6dab6_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/3f2b358d_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c0445658_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/1eddce1d_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/cd7f8c1b_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/1b4c9b89_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/15f04ff8_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/29fb33da_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/3903b558_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/cb8f8307_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/dec73123_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/e7d0eb3f_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/735845ab_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/4249c833_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/73af0c50_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/98582fee_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/1ecfb537_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/888a0c49_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/6e41a77e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/9f869f70_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/190821dc_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/620ff0fa_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/3d53244b_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/2bdbe5f7_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/38d78313_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/89f680f3_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/745a8e32_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/9ff2d2f4_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/3efa7ec4_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c634a189_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/6094340e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f9318c93_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8ea22de7_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/88a487ce_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/611d2b50_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/10467b06_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/94de6a6a_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/7be9f58a_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/fb7c9b3b_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/1b63157b_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/a4c938ce_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/c9b653a0_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/b7a0754f_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/264f471d_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/9b6c08ba_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/c256377f_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/ae927455_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/b52bd596_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f9af0887_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/a84dee7b_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/bbd0bbd0_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/dca2797e_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/62605293_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c90c0105_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/3f2b358d_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/324210dd_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/023808be_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/0c2d2ffa_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/23059a35_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/3565ca83_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/b87bdb22_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/e77d88fc_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/1a673010_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/f4cae173_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/a5b24175_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/f7879738_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/7910d292_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/2e0d80f7_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f19c1390_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/eb0676ec_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/9ff2d2f4_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/a1dd919f_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/d3f22f0e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/70a00e98_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/aff582a1_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/42c6fff1_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/ad89eb1e_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/4f256313_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/68dd409e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/07c5129e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/01bb6a2a_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/5ab63b0a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8281a2a8_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/59c3a7f2_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/e102119e_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/9080f6d3_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/7fd25f7c_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/7c2a3fa4_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/105a0eea_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/1eddce1d_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/aff582a1_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/01648c51_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/c38720cb_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/43691f67_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/db8a3397_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/5a3712c9_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/122c5aa7_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/da15e796_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/cb8f8307_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/2796ac50_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/f5733968_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/ccb1266b_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/d486fb84_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/80f056c0_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/a3fc7884_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/fbdc07bb_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/004ae714_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c137814b_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8a28231e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8dd788d8_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/7211390b_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/151bfb79_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/4e8c5516_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/229978fd_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/324210dd_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/9aa21fa9_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/4f2be90f_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/6f3458b3_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/dabf67d9_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f839238a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/518588b6_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/b43de700_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/92037d73_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/1093c8e7_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8c7f81df_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/d0faf7e4_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/1cc80e39_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/211ccd2e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/e14d3db8_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/5c39594f_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/e8d562ca_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8931f494_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/370844f7_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/b41a92a3_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/528f9242_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/48e8b82a_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/96a48d28_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/6c429c7b_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/af7a8296_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/512dc91a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8ed25ef8_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/6c0f6493_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/3cdecb0b_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/876c84d6_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/b9db6e42_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/462e1919_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/2bfe70ef_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8830e17f_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/6c0f6493_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/b4aa9fef_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/24c9f572_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/cd85758f_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/0137b3f4_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/1aed7c6d_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/aeb99b1c_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/5b26c81b_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/2c6d3924_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/9aa21fa9_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/0135f3f2_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/2bdbe5f7_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/01d22d03_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/4634529e_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/28ce0c58_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/32561e9e_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/48a9f771_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/acde7e73_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/7846fd85_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/8830e17f_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/30a09789_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/e8e960fd_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/e04d7130_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/dce05676_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8d9cc260_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/60472d26_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/36050ef3_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/65040d9b_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c948d727_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c08e5058_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/41285056_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/1a892463_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/421ed23f_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/39543cfd_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8dd24423_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/6205088b_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/b5935410_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/ece1a95a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/7211390b_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/7ea032f3_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/cb8f8307_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/9a7c1f83_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/50f55535_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/953fe1ad_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/cb2929ce_nohash_6.wav: 4\n",
            "data/mini_speech_commands/yes/716757ce_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c0c0d87d_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/1b63157b_nohash_5.wav: 4\n",
            "data/mini_speech_commands/yes/eee5e541_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/7cb5c0b7_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/826268f8_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/190821dc_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/bbaa7946_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/6f689791_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/0ab3b47d_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/5828dfa2_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/7ab5b8f7_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/24694eb6_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/7d149b38_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/da1d320c_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/42beb5eb_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/589bce2c_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/81dc4a94_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/611d2b50_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/c93d5e22_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/a19452d5_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/25132942_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/422f8cf1_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/e5afa9b0_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/d9d6559e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/a5d485dc_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/53578f4e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/1993db46_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/00f0204f_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/b5552931_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/1528225c_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/fe1916ba_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/695c2127_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/4fe01997_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/735845ab_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/ec21c46b_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/0f7dc557_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c8771f88_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/6c2dd2d5_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/4f2ab70c_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/51055bda_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/f0ac2522_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/bed06fac_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/4e8c5516_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/333784b7_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/dbb40d24_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/e8e960fd_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/b2e2773a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f174517e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/5c8af87a_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/c103a2d5_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/48e8b82a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/918a2473_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/f638a812_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/f34e6f44_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/96ab6565_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/4620dc14_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/62581901_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/72320401_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/0132a06d_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/92037d73_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/cb8f8307_nohash_5.wav: 4\n",
            "data/mini_speech_commands/yes/a0f93943_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/637c702a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/a2b16113_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/d3a18257_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/93ec8b84_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f1d36c53_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f3cee168_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/763188c4_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/363c6bad_nohash_5.wav: 4\n",
            "data/mini_speech_commands/yes/e04d7130_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/2510c044_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/b72e58c9_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/9a7c1f83_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/9b6c08ba_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8eb4a1bf_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/3c257192_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/3402e488_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/95299b6c_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/abbfc3b4_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/8c7f81df_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/15c563d7_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/b43de700_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/b9f46737_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/92b2bf59_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/ad6a46f1_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/44dad20e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/dea820ce_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/7c1d8533_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/adec6a94_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/6f2f57c1_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/e0a7c5a0_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/10627519_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/f638a812_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/caa7feaf_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/edc53350_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/7ea032f3_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/8e05039f_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/1a673010_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/2d3c8dcb_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c9b653a0_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/026290a7_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/d952a17e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/902258bb_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/28e47b1a_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/c2d15ea5_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/cb2929ce_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/3b8406c0_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8012c69d_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/b80d6c5e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/96a48d28_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/61bcb275_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/3d53244b_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/25132942_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/563aa4e6_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/6982fc2a_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/28e47b1a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8b39e36f_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/ccf418a5_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/25132942_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/6727b579_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/ff21fb59_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f5e44d34_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/da4ef063_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/695c2127_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/ad63d93c_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/35d1b6ee_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/2cec1d47_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/cb164eea_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/56eb74ae_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/ced835d3_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/3ab9ba07_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/16d41d07_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/fd395b74_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/264f471d_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/ffd2ba2f_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/5188de0d_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/ac4b3fc3_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/8d9cc260_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/c120e80e_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/924c1a04_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/7ca023e2_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/863880b7_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/1df483c0_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/ad89eb1e_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/2197f41c_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/e72aa705_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/179a61b7_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/7f74626f_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/b83c1acf_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/a24cf51c_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/e805a617_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/ceaadb24_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/0685264e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/65079685_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/73124b26_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/28e47b1a_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/df1d5024_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/d90b4138_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/b4bef564_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/24befdb3_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/cb8f8307_nohash_7.wav: 4\n",
            "data/mini_speech_commands/yes/e269bac0_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/3e31dffe_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/311fde72_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/39a12648_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/d31d8dd7_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/db8a3397_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/229978fd_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/179a61b7_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/ec201020_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/f0ac2522_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/9229bff9_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/6a27a9bf_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/f63a6479_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/46a153d8_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/918a2473_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/70a00e98_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/28ed6bc9_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/bfaf2000_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/21832144_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/7f74626f_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/49af4432_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/4845bb10_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/140a0fdc_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/8549f25d_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/0b40aa8e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/6c968bd9_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/5c237956_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/b97c9f77_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/ece1a95a_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/f92e49f3_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/2f0a410b_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/8d8d9855_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/eb0676ec_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/40115b19_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/6846af18_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/7cf14c54_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/6a2fb9a5_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/bab36420_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/fd395b74_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/573cdb8a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/402e2977_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/122c5aa7_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/a4e8a997_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/7fd25f7c_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/37dca74f_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/03c96658_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/d9b50b8b_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f6617a86_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/b5552931_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/0397ecda_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c0445658_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/eb0857c0_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/a7545b9f_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/1cb788bc_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c08585c1_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/106a6183_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/c6ee87a7_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/c392e01d_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/df1d5024_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/62641b88_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/708b8d51_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/d84829e0_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/c120e80e_nohash_8.wav: 4\n",
            "data/mini_speech_commands/yes/9b6c08ba_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/72d75d96_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/a6d586b7_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/2aec99ec_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/ec5ab5d5_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/24632875_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/4c4d2526_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f816db77_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/4bb1244f_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/d53e25ba_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/35d1b6ee_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/1942abd7_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/617de221_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/b959cd0c_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/07ad9b59_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c0445658_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/b575b5fb_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/96ab6565_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/1c6e5447_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f8ad3941_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/c08e5058_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/86f12ac0_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/d312f481_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/ae71797c_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/3bc21161_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/7c1d8533_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/e10e2cbb_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c22d3f18_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/da2c5f1b_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/50ed8a7b_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/b5552931_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/106a6183_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/8012c69d_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/ab7b5acd_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/7e1054e7_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/dea820ce_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/43fc47a7_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/238c112c_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/8a56f36e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/5fb88f4c_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/9b402bc2_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/be7a5b2d_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/6c6aa323_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8134f43f_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/28ed6bc9_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/834f03fe_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/fb01a182_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/e6db3894_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/035de8fe_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/311fde72_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/11b1df78_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/c634a189_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/8a5acefd_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/686d030b_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/735845ab_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/ffd2ba2f_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/fc94edb0_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/659b7fae_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/fac74f6a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/5705a0f9_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/eee5e541_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/c103a2d5_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/d952a17e_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/adebe223_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/9aa21fa9_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/f19c1390_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/745a8e32_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/9efe5140_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/97ae8b25_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/dd6c6806_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/f17be97f_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/e07dd7d4_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/7d5f87c8_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/fa44fcf5_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/bab36420_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/c099668c_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/122c5aa7_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/c1d39ce8_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/f34e6f44_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/50928b05_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/171b56dc_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/ced4e2a1_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/0c5027de_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/413997c1_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/1b63157b_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/ec201020_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/56cd307a_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/39a45230_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f550b7dc_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/735845ab_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/3bfd30e6_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/fd395b74_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/ccf418a5_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c120e80e_nohash_6.wav: 4\n",
            "data/mini_speech_commands/yes/e9287461_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/b00dff7e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/77def3ee_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/36050ef3_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/29fb33da_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/d1a4fb3f_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/9b3ea809_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/bf4af1af_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/aff582a1_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/29fb33da_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/58df33b5_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/c1e0e8e3_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/61a9f72a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/fe5c4a7a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/e6db3894_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/fa44fcf5_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/8781f4c1_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/11b1df78_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/3bfd30e6_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/b49caed3_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/6727b579_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/b9f46737_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/bdb90d38_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/439c84f4_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/66cff190_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8a0457c9_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8012c69d_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/b7a0754f_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/f9f9751d_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/881583a6_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/c7124b73_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/459345ea_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/8f811bbc_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/300384f0_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/2275edbb_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/324210dd_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/3bc21161_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/a8e25ebb_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/d197e3ae_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/f5e44d34_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/fce96bac_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/aa753bb9_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/9db2bfe9_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/e6be0830_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/b83c1acf_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/eb3f7d82_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/90b94017_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/b84f83d2_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/b7a0754f_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/a2fefcb4_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/5c39594f_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/c1d39ce8_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/97ae8b25_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/28ed6bc9_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/28e47b1a_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/7cf14c54_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/bf4af1af_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/d90b4138_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/15c563d7_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/3ffa3457_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/dca2797e_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/a5609cce_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/530306f5_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/370844f7_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/97101ef3_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/735845ab_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/0ff728b5_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/3006c271_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/99fad6a0_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/da2c5f1b_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/ced835d3_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/e53139ad_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/27c30960_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/34263ab3_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/8830e17f_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/58df33b5_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/e7ea8b76_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/f5733968_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/b6ebe225_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/7ff085e1_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/f0ae7203_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/aa48c94a_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/234ab0fb_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/e53139ad_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/742d6431_nohash_3.wav: 4\n",
            "data/mini_speech_commands/yes/8ea22de7_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/834f03fe_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/151bfb79_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/c68cf200_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/8012c69d_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/15574821_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/cae62f38_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/92e17cc4_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/19b05529_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/46a153d8_nohash_1.wav: 4\n",
            "data/mini_speech_commands/yes/c4e1f6e0_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/2197f41c_nohash_2.wav: 4\n",
            "data/mini_speech_commands/yes/099d52ad_nohash_4.wav: 4\n",
            "data/mini_speech_commands/yes/4c62312c_nohash_0.wav: 4\n",
            "data/mini_speech_commands/yes/42ccb57a_nohash_0.wav: 4\n",
            "\n",
            "Processing: 'left'\n",
            "data/mini_speech_commands/left/2da58b32_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/fa44fcf5_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b8872c20_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/742d6431_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/338dacf5_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/1d1fe0a0_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/4abb2400_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/6b889021_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/e2286c18_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/5705a0f9_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/aa753bb9_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/173ce2be_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/42ccb57a_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/f6617a86_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/518588b6_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/3c257192_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/7ea032f3_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/c120e80e_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/97f4c236_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/e32ff49d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/15d83b54_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/7be5a0f3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/64da5281_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/712e4d58_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/19f9c115_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/c2bc4489_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/baeac2ba_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f9ebdba0_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/e62056e2_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b575b5fb_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/8f4c551f_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/baf01c1f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/2ce7534c_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/e7ea8b76_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/1890e5c3_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/105e72bb_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/9a7c1f83_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/d7467392_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/7de97453_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f17be97f_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/106a6183_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/989a2213_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b21f0fa4_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/3efef882_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/7096522d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/46a153d8_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/e5e54cee_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f19c1390_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/3e31dffe_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7e556a2c_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/adec6a94_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b97c9f77_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/a4baac4e_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/840eab5a_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/9886d8bf_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/44bc77f7_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/cc6ee39b_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/25132942_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/3d3ddaf8_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/b3bb4dd6_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c1e0e8e3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7192fddc_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/68effe85_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/e0315cf6_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/8281a2a8_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/67fcdb05_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/bb31b82b_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/5c39594f_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/e9901cf0_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/e269bac0_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/4a1e736b_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/94de6a6a_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/eb3f7d82_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/012c8314_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ad89eb1e_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f3d06008_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/e1469561_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/edd8bfe3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f550b7dc_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/7be9f58a_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c0445658_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/d0ce2418_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/8e05039f_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/9db2bfe9_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3c257192_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b9f46737_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/2579e514_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/890e4ee2_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/e649aa92_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/bdee441c_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/a709ddd3_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/a1cff772_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/716757ce_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/51eefcc6_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ffb86d3c_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ffd2ba2f_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/5c39594f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/cb5d2c6e_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7e843da8_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/e82914c0_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/78622c2b_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/88e90bc1_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/063d48cf_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/e7d0eb3f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/dfb6450b_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/dca2797e_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/7318280c_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/6c968bd9_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/d4d898d7_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/2aa787cf_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/03c96658_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/a6d586b7_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/27c30960_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/4c4d2526_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/9ab86dd0_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/77def3ee_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c2aeb59d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/0137b3f4_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b49caed3_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/ec545975_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/01648c51_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/6add0595_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/8281a2a8_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/f8ad3941_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/d4d898d7_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3983ba0d_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/c37a72d3_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/d0faf7e4_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/71904de3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/eee9b9e2_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ad63d93c_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7ea032f3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/825f450d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/9e46cfa1_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/5fc3ed24_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/28ce0c58_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/30802c5d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/15c371c7_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/da584bc0_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/48bdc11c_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/325a0c39_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/bcdaa7a9_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/0132a06d_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/8134f43f_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/b9515bf3_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/39a12648_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/9e42ae25_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/834f03fe_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/f06190c1_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/d9ae8983_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/10c6d873_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c7aaad67_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c1d39ce8_nohash_6.wav: 5\n",
            "data/mini_speech_commands/left/1b4c9b89_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/d1a17cbe_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/dbb40d24_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/538e1856_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ffbb695d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b9515bf3_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/abbfc3b4_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/9db2bfe9_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/105e72bb_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/30f31e42_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ab7b5acd_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/748cb308_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/ad63d93c_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/e53139ad_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/10ace7eb_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/0137b3f4_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/8e05039f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/2e30f9a5_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/df6bd83f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/d37e4bf1_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/df1d5024_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/4f086393_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/a4b21cbc_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/4f086393_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/88120683_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/5588c7e6_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f5733968_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/a7545b9f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/caedb73a_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/70a00e98_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/aef8dcf5_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7f74626f_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/5e3dde6b_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/9f4098cb_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/a709ddd3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3903b558_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/ea7ca285_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/763188c4_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/483e2a6f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/8134f43f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/5e033479_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/35d1b6ee_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/eb67fcbc_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/86cb59b2_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/936de313_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/bab36420_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f7b43563_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7d8babdb_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/9a7c1f83_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/f92e49f3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/cf87b736_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/7cf14c54_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/cc6ee39b_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/a827e3a1_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ee4a907f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/cd85758f_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/b5552931_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/14872d06_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/18c54a68_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/6ef76186_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/5c8af87a_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/5f814c23_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/840c366d_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/67961766_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/39a12648_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/48a8a69d_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/0397ecda_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/b2fbe484_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7cbf645a_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/1e412fac_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/cc554de3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c6389ab0_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/563aa4e6_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b9f46737_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/571c044e_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/29fb33da_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/b1f8326d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/2c7c33e8_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/fa446c16_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/b959cd0c_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/cb8f8307_nohash_6.wav: 5\n",
            "data/mini_speech_commands/left/14872d06_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/cd7f8c1b_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/6f2c6f7e_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/dbb40d24_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/cd7f8c1b_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/126a31d2_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/cd911ace_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/8eb4a1bf_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/ab00c4b2_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/953fe1ad_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/97e0c576_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ca48dc76_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/7fd25f7c_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ccb1266b_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/9c59dd28_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/2b42e7a2_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/8eb4a1bf_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/a9b574b3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/6cc28ce5_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/b16f2d0d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/324210dd_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/726382d6_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/6823565f_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/4f256313_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/b4aa9fef_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/dd6c6806_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/106a6183_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/f0ae7203_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/56eb74ae_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/53d5b86f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b21f0fa4_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b7a0754f_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/b665723d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b97c9f77_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/10ace7eb_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/9a8d8d34_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/06a79a03_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/1b4c9b89_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/bd8412df_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/4f8ef132_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/0ff728b5_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/d197e3ae_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/712e4d58_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/a6d586b7_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/e41e41f7_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/e41a903b_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/7846fd85_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/0132a06d_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/bbaa7946_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/5f8e50a0_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/37b03ab1_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/65040d9b_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/1ecfb537_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/712e4d58_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/1c1060b1_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/51995cea_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/1cbcc7a7_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/553f1a79_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/36050ef3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/9a7c1f83_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/e54a0f16_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/748cb308_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/e0315cf6_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/33246bc2_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/6940f7f3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3411cf4b_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ba676390_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c2bc4489_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/782c1305_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/a1cff772_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/c634a189_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c1eebc0b_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/1a5b9ca4_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/531a5b8a_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ea356919_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/cd7f8c1b_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/adb45ef2_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/1b4c9b89_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/479e64cc_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c6ee87a7_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/fafe8101_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/cb8f8307_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/15f04ff8_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/964e8cfd_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/1c3f50ad_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/29fb33da_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/3903b558_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/cb8f8307_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/cd7f8c1b_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/617de221_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/4c841771_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/eb609143_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/6e41a77e_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/190821dc_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/e0611c84_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/620ff0fa_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/6c9223bd_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/1e412fac_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/28ef2a01_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/55d3725a_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/66aa0f29_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f875f965_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c634a189_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/70a00e98_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/e8c3c5ca_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/f7b43563_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/1887fe04_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/2bdbe5f7_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/2dce72b3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/94de6a6a_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/3efef882_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/c9b653a0_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/5e3dde6b_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ab76ac76_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/ae927455_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b52bd596_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b97c9f77_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/890e4ee2_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/dca2797e_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/1c1060b1_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/62605293_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/e900b652_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ce9410da_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c90c0105_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/24ed94ab_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/34263ab3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/412c675c_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/b0f24c9b_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/d90b4138_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/d1a4fb3f_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/5165cf0a_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/9a69672b_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/7cbf645a_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/0c2d2ffa_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c6ee87a7_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/de4f7798_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3f6ba067_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/fd32732a_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/b5552931_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/9f7079fe_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/76e53db9_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7910d292_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/aff582a1_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/4f256313_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f3210686_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/09bcdc9d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/73dda36a_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3ca784ec_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c5c60d8d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c79159aa_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/59c3a7f2_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/bfbd0e6b_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c842b5e4_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/11b1df78_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/b9515bf3_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/3ec05c3d_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/105a0eea_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/9aa21fa9_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/e1469561_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/ef2578c0_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/2b3f509b_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/5db0e146_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f292725f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/190821dc_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/cb8f8307_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/6f1ffef6_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/fafe8101_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/e63b69c5_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/6a497f80_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/45adf84a_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/e57d35bc_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/5b09db89_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/80f056c0_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/44b5720d_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/7c1d8533_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/6c968bd9_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/8dd788d8_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f33660af_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/888a0c49_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/65c73b55_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/4f2be90f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/96ab6565_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/518588b6_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3e3fa7fd_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b1df80c0_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/bfaf2000_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/d0faf7e4_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/7e843da8_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/bfb10243_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/dea820ce_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/b41a92a3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/85834399_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/8830e17f_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/af7a8296_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/d94eb94f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/da1d320c_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/6c0f6493_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/dcc012ec_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/876c84d6_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c948d727_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/462e1919_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/257251e0_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3bc21161_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ccfd721c_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/2bfe70ef_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3777c08e_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7cfb1618_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/f864cd4a_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/8625475c_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b4aa9fef_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/0e5193e6_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/cd85758f_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/0137b3f4_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/de040337_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/d8a5ace5_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/9aa21fa9_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/c7b4049e_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/99a9b015_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/24befdb3_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/28ce0c58_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/363c6bad_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/6a27a9bf_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/48a9f771_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/fc28c8d8_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b8b8cb52_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/aeb99b1c_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/28e47b1a_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/d8c314c0_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/9ce7a419_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/aff582a1_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/520e8c0e_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/37bd115d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/2d82a556_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/49af4432_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/dbb40d24_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/d85270c1_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c948d727_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/df1d5024_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/50a7d406_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c1d39ce8_nohash_7.wav: 5\n",
            "data/mini_speech_commands/left/9acd0254_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/cc6ee39b_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/11321027_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/3ec05c3d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/1a892463_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ba676390_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/05739450_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/9e42ae25_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/5744b6a7_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/ece1a95a_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f864cd4a_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7211390b_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/587f3271_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/50ed8a7b_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/44b5720d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/e7ea8b76_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/f8f60f59_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/cb8f8307_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/6727b579_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/692a88e6_nohash_5.wav: 5\n",
            "data/mini_speech_commands/left/e57abea3_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/cb2929ce_nohash_6.wav: 5\n",
            "data/mini_speech_commands/left/c0c0d87d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/4c4d2526_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/2a89ad5c_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3ae5c04f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/9886d8bf_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/c392e01d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/408de0a4_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/0b09edd3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/d7ca14ef_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c9b653a0_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/14775481_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/77f185d3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/e1469561_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/65c73b55_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/ed0720f1_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f15a354c_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/7cfb1618_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/a19452d5_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/25132942_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/bf5d409d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/229978fd_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/91bed2e0_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/36050ef3_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/d9d6559e_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/a5d485dc_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/2313e093_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b5552931_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/de040337_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7f74626f_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/439c84f4_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/66cbe2b3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/9db2bfe9_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/88053e92_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c885a039_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3777c08e_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/c8771f88_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/51055bda_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/fac7deca_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/6aafb34f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/32a19ecf_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3e31dffe_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/471a0925_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3d6bee47_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/66041c69_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/e8e960fd_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/2a0b413e_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/5c8af87a_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/ce7a8e92_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/6166ae21_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/f638a812_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/4ec7d027_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/17f0e206_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/baf01c1f_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/2151b09a_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/4620dc14_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7846fd85_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/fa7895de_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/813b82a6_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/a2b16113_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b843de62_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/1a9afd33_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/e41a903b_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/93ec8b84_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/9d050657_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/763188c4_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/cb2929ce_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/4a803e67_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ffd2ba2f_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/9d8ac38b_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/c86d4fd4_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/a9abc695_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7211390b_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/9b6c08ba_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/d0ce2418_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/dc6e9c04_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/8eb4a1bf_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/531a5b8a_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/3c257192_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/c6389ab0_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/8c7f81df_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/d91a159e_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/15c563d7_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/59c3a7f2_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/b43de700_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f4386675_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/efbc3952_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/dea820ce_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/cc6ee39b_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/38d78313_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/4ca37738_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/43f57297_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/5d9bb361_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/8e05039f_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/3dfd6c23_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/656e8bb3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7ea032f3_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/2d3c8dcb_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ab76ac76_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ca48dc76_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/28e47b1a_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/f17be97f_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/3b8406c0_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/8012c69d_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/5e1b34a6_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/96a48d28_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/61bcb275_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3d53244b_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/ffa76c4a_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/bfbd0e6b_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/db8a3397_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/a8cf01bc_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/6727b579_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/9aa21fa9_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/ff21fb59_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/eb0676ec_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/3f2b358d_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/67961766_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/88053e92_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/695c2127_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ad63d93c_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/dea820ce_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/73dda36a_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/83f9c4ab_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/8d9cc260_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/2796ac50_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/42ccb57a_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/c256377f_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/3c257192_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/5c39594f_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/cf87b736_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/fd32732a_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3824c00e_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/e5c48e53_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c120e80e_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/179a61b7_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/924c1a04_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7ca023e2_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/8aa35b0c_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/7c1d8533_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/ad89eb1e_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/f19c1390_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/2197f41c_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/5e3b7a84_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f6581345_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/e41a903b_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/b46e8153_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/da7689f1_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/8aa35b0c_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/7f74626f_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/3df9a3d4_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/dc75148d_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/c37a72d3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/e805a617_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/96c66ab7_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/afb9e62e_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c120e80e_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/1bb6ed89_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/659b7fae_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/24befdb3_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/7081436f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7a5530c9_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/e77d88fc_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/5ac04a92_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/37dca74f_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/13d7b8c9_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/229978fd_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/97f4c236_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ec201020_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/adc216c5_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/83c9e7e6_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/9229bff9_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/de6eb27c_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/cb5d2c6e_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/37dca74f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/656e8bb3_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/c6ee87a7_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/ae927455_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/db9d52d2_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7eee5973_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3d9200b9_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/28ed6bc9_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/bfaf2000_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c22d3f18_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/c93d5e22_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/656e8bb3_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/a8cf01bc_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/2da58b32_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/74fc51e5_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3efef882_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/dbaf8fc6_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/4f5c0b28_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b97c9f77_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/6c968bd9_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/eb76bc68_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f953e1af_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/59fe87e6_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/40115b19_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/2b42e7a2_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/6846af18_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/00b01445_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ec201020_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/3824c00e_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/122c5aa7_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f6617a86_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/743edf9d_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/0d393936_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/460f2bad_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/24befdb3_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/c120e80e_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c6ee87a7_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/c392e01d_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/7cbf645a_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/d0ce2418_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/62641b88_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/708b8d51_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/fda46b78_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/5f1b1051_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/6823565f_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/2ad772d6_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/5fadb538_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/9c59dd28_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/471a0925_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/a74f3917_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/2aec99ec_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/4c4d2526_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f816db77_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/023a61ad_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/cb2929ce_nohash_5.wav: 5\n",
            "data/mini_speech_commands/left/cee22275_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/35d1b6ee_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3411cf4b_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/9b3ea809_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/9d8ac38b_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/5b09db89_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/07ad9b59_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/5be23def_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/4ec7d027_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c6ee87a7_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/a1c63f25_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/14587ff0_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/7a5530c9_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/8a194ee6_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ae71797c_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3bc21161_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/0132a06d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/88120683_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c22d3f18_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/56eab10e_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/712e4d58_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/8012c69d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/5aac2efa_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/6166ae21_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/39c13eed_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/5ac04a92_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/dca2797e_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/86cb59b2_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/b8b8cb52_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/215699ff_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/3bfd30e6_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/8830e17f_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/3ed3e49a_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3d3ddaf8_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/cb8f8307_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/cdfbbe75_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7a5530c9_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/152491bc_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/1f3bece8_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/834f03fe_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/ed0720f1_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/72198b96_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/035de8fe_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/8335f893_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/dbb40d24_nohash_5.wav: 5\n",
            "data/mini_speech_commands/left/311fde72_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/e14d3db8_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c634a189_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/6021f08b_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/9886d8bf_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/b1426003_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/ffd2ba2f_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/7dc50b88_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/d4082f3e_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/918a2473_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/e72aa705_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c5570933_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/338dacf5_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/fac74f6a_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/42c6fff1_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/712e4d58_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/7cf14c54_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/1ed557b9_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/611d2b50_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/42beb5eb_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/460f2bad_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/745a8e32_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/4a1e736b_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/e7ea8b76_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/c1d39ce8_nohash_5.wav: 5\n",
            "data/mini_speech_commands/left/7d149b38_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/9a69672b_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/b19f7f5f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/264f471d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/6b81fead_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/49af4432_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/de08912f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f4c77b26_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/ab00c4b2_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c120e80e_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/e07dd7d4_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/1ecfb537_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/5efb758c_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/5e3dde6b_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/adb45ef2_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/c099668c_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/e41e41f7_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/3143fdff_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/122c5aa7_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/2c6d3924_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/6f3458b3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c1d39ce8_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/953fe1ad_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/dbb7723a_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/825f450d_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/422f8cf1_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/ec201020_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/f550b7dc_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/735845ab_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/099d52ad_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/6272b231_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/3bfd30e6_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/551e42e8_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/fd395b74_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/ccf418a5_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7f74626f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/2ce7534c_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/5fadb538_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/b5aacf2c_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/83957201_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/f47d644e_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/b49caed3_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/888a0c49_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/d1a4fb3f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/fb2f3242_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/bf8d5617_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/9b3ea809_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/016e2c6d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/aff582a1_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/eee9b9e2_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/e0a7c5a0_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/29fb33da_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/d069e6ff_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/8dd24423_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/c1e0e8e3_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/650daf8e_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/fe5c4a7a_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/8781f4c1_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/3bfd30e6_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/6727b579_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f19d1738_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/77f185d3_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/21832144_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/d53e25ba_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/9f7079fe_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/8012c69d_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/eb3f7d82_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/d1a17cbe_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/7fd25f7c_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/530306f5_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/6cc28ce5_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/f84762e5_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/c392e01d_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/23059a35_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/a5d485dc_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/324210dd_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/1a6eca98_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7fd25f7c_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/fac74f6a_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/aac5b7c1_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/dc75148d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/4b39347d_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/dff327c5_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/b7a0754f_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/aff582a1_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/d0426d63_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/0c2ca723_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/5c39594f_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/563aa4e6_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/f9af0887_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/1cec8d71_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/2fa39636_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7cf14c54_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/964e8cfd_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/0e5193e6_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/1338a799_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/44c201dd_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/264f471d_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/e41a903b_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/86cb59b2_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/063d48cf_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/735845ab_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/a8ee11c7_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/0ff728b5_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/ced835d3_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/7106d229_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/ef2578c0_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f3d06008_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/e7ea8b76_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/bdb90d38_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/f5733968_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/122c5aa7_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/38d78313_nohash_3.wav: 5\n",
            "data/mini_speech_commands/left/be7a5b2d_nohash_2.wav: 5\n",
            "data/mini_speech_commands/left/e8e960fd_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/aa48c94a_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7f17667c_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/1daa5ada_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/f2b8fc18_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/0137b3f4_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/b55a09be_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f6617a86_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/b4aa9fef_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/8012c69d_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/9c06a3f3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/86fa2dcd_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/093f65a1_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/f17be97f_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/46a153d8_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/14587ff0_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/7dc50b88_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/eefd26f3_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/bca56796_nohash_0.wav: 5\n",
            "data/mini_speech_commands/left/eb3f7d82_nohash_4.wav: 5\n",
            "data/mini_speech_commands/left/f6581345_nohash_1.wav: 5\n",
            "data/mini_speech_commands/left/9f6fbdb4_nohash_0.wav: 5\n",
            "\n",
            "Processing: 'go'\n",
            "data/mini_speech_commands/go/da76aa58_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/1678e6f1_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/d5c41d6a_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/64574a99_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/b8872c20_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/36de13e1_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/333784b7_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/20174140_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/50d1c8e3_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/4abb2400_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/6b889021_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/173ce2be_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/fce65496_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/9ff1b8b6_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f6617a86_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/692a88e6_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/c93d5e22_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/3f2b358d_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/7ea032f3_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/1bc45db9_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/39999a0f_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/c120e80e_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/e32ff49d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/794cdfc5_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/7be5a0f3_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/85834399_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/712e4d58_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/89e59d18_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/a3502f15_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/e10e2cbb_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/78102205_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e62056e2_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f264e0df_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/c2d15ea5_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/023a61ad_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/e7ea8b76_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/8281a2a8_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/7de97453_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/3209ec42_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/96a48d28_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/a108341b_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/25040e85_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/afd53389_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e5e54cee_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/15b0c947_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b6091c84_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/3e31dffe_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/1fd85ee4_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/92a9c5e6_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/adec6a94_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c93d5e22_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/747e69fd_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/a3fc7884_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/85834399_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/c24d96eb_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/25132942_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/f804cbb3_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/6c0f6493_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/ae927455_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/e7ebf59c_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/e0315cf6_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/8281a2a8_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/45864319_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e0315cf6_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/46a153d8_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/5c39594f_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/e9901cf0_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e269bac0_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/4a1e736b_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/3847619e_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/e1469561_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/36de13e1_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/7be9f58a_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c0445658_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/c245d3d7_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/7846fd85_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/3c257192_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/51055bda_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/a1cff772_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/2579e514_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/763188c4_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/9b027ecf_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/3b852f6f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/9beccfc8_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c1e0e8e3_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/5628d7b7_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/bdee441c_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/a1cff772_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/8f4c551f_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/d78858d9_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/5c39594f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b84f83d2_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c518d1b1_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/cb5d2c6e_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/af8b2f2c_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/8056e897_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/51f4d5b0_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/d9462202_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/e7d0eb3f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f864cd4a_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/dca2797e_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/9637f43f_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/3bfd30e6_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/1ed557b9_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/3fb8c268_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/77def3ee_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/0137b3f4_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/94de6a6a_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/39a12648_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f19d1738_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/baeac2ba_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/0616de09_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/d0faf7e4_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/e96a5020_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/bd2db1a5_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/ad63d93c_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/7ea032f3_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/743edf9d_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/1c6e5447_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/3d53244b_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/8eb4a1bf_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/825f450d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/2f813234_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/65c73b55_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f953e1af_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/329eab8a_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e54a0f16_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/c79159aa_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/0132a06d_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/3b853f44_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/2903efb3_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/dff327c5_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/6f9088d7_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/ea356919_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/1a673010_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/918a2473_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/5fadb538_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/0cd323ec_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/db43cd03_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/1cec8d71_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/d55aa56c_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/6d2d3b0d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/66cff190_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/cb2929ce_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/0d53e045_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/538e1856_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/afd53389_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/14872d06_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/b9515bf3_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/abbfc3b4_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/dcc012ec_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/46114b4e_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f33660af_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/10ace7eb_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/122c5aa7_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/b1114e4f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/8e05039f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/d9462202_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/7bf801d1_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/d55aa56c_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/df1d5024_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/46a153d8_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/31e686d2_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/56eb74ae_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/a7545b9f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c7aa72e6_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/70a00e98_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/aef8dcf5_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/ffa76c4a_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b15fc37d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/483e2a6f_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/56eab10e_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/1e9b215e_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/692a88e6_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/c22d3f18_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/86402da1_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/29b81b73_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/be7a5b2d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f92e49f3_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/763188c4_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/28ce0c58_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/8134f43f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/3e31dffe_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/35d1b6ee_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/118261a9_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/823353e5_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f7b43563_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c634a189_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/ffd2ba2f_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/37dca74f_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/1d919a90_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/a4ca3afe_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/590750e8_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e7ea8b76_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/18c54a68_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e53139ad_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/7b2e879e_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/5c8af87a_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c53b335a_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/964e8cfd_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/964e8cfd_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/f953e1af_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/6c0f6493_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/e7ea8b76_nohash_7.wav: 6\n",
            "data/mini_speech_commands/go/7cbf645a_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/1e412fac_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/64574a99_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/ac7840d8_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e54a0f16_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/190821dc_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b959cd0c_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/cb8f8307_nohash_6.wav: 6\n",
            "data/mini_speech_commands/go/7c1d8533_nohash_6.wav: 6\n",
            "data/mini_speech_commands/go/6f2c6f7e_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c9b653a0_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/dbb40d24_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/cd7f8c1b_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/0ff728b5_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/8134f43f_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/742d6431_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/953fe1ad_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/3e3fa7fd_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/1ecfb537_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/ca48dc76_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/035de8fe_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/cc6ee39b_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/ccb1266b_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/418e7158_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/a9b574b3_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b16f2d0d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/324210dd_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/70a00e98_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/726382d6_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/bdee441c_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/327289eb_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/d6360b32_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/1995cf9e_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/31e686d2_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/106a6183_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/53d5b86f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/9acd0254_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/97f4c236_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/8056e897_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/3c257192_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/e95c70e2_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/11099149_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/d197e3ae_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/5628d7b7_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/31270cb2_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e54a0f16_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/bd8412df_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/0b77ee66_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/6c429c7b_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/a6d586b7_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/e41a903b_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/5f8e50a0_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c0f8f4df_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/37b03ab1_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b12bef84_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/b4604db4_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e96a5020_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b06c19b0_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/51995cea_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/620ff0fa_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/3209ec42_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/5c8af87a_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/a879a2c3_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/3e549219_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/e54a0f16_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/c1d39ce8_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/ae927455_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/016e2c6d_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/10627519_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/a8ee11c7_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/c2bc4489_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c25a032b_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/782c1305_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/a1cff772_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/c634a189_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/726382d6_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/179a61b7_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/3f2b358d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c0445658_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/6cf5459b_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c22d3f18_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/0d53e045_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/fafe8101_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/91223b83_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/0fa1e7a9_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/3402e488_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/15f04ff8_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/29fb33da_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/3903b558_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/617de221_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/9a69672b_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/98582fee_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/a902ce9b_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e0611c84_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/620ff0fa_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/3d53244b_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b1f8326d_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/38d78313_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/89f680f3_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/6c429c7b_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/15b0c947_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/f875f965_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c634a189_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/b959cd0c_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/6c429c7b_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/1887fe04_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/2bdbe5f7_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/2dce72b3_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c4f875a9_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/c9b653a0_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/5e3dde6b_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b7a0754f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/56f8a100_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/eb3d8eb1_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/91bed2e0_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/3bc21161_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/d0faf7e4_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/b4604db4_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/fcb25a78_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/3f2b358d_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/cb2929ce_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/d8c314c0_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/98582fee_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/b0f24c9b_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/92b2bf59_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/611d2b50_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/370844f7_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/0c2d2ffa_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c2d15ea5_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/617de221_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/4a4e28f1_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/b87bdb22_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/997867e7_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/28ed6bc9_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/6727b579_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/1e9b215e_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/7910d292_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/9ff2d2f4_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/70a00e98_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/ad340ed7_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/a3502f15_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/07c5129e_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/01bb6a2a_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/30802c5d_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/f174517e_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/b487da60_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c79159aa_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/cc6bae0d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/bfbd0e6b_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/1626bc5a_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/9080f6d3_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/7c2a3fa4_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c518d1b1_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/9aa21fa9_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/5628d7b7_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e1469561_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/7ea032f3_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/c1e0e8e3_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/c38720cb_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/a13e0a74_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/030ec18b_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/f8f60f59_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/5a3712c9_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/122c5aa7_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/3d9200b9_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/173e6bbf_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/190821dc_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/da15e796_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/cb8f8307_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/aa233654_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/096456f9_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/3a182c98_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/80fe1dc7_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f839238a_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/30137d34_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/e57d35bc_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/d5ca80c6_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/765ffccb_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/d486fb84_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/3bc21161_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/a3fc7884_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/fbdc07bb_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/7c1d8533_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/6c968bd9_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/8a28231e_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/7211390b_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/9a4d12fd_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/988e2f9a_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/92a9c5e6_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/53458368_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/dabf67d9_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b43de700_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/92037d73_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/179a61b7_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/3e3fa7fd_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/0fa1e7a9_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/aba19127_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/d0faf7e4_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/0f7dc557_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/418e7158_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/5c39594f_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/370844f7_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/e1aa22e4_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/692a88e6_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/b41a92a3_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/85834399_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e6be0830_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/b7016c27_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/96a48d28_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/da584bc0_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/6c429c7b_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/47565088_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b87bdb22_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/c948d727_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/df1d5024_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/3bc21161_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/989a2213_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/9e6bb505_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/2bfe70ef_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/6c0f6493_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/079d1020_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/5ff3f9a1_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f864cd4a_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/8dc26a15_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b4aa9fef_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/0137b3f4_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/1aed7c6d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/919d3c0e_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/5b26c81b_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/1b4c9b89_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/bc065a17_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/ced835d3_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/02746d24_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/89e59d18_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/6a014b29_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/2bdbe5f7_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/e20be42a_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/24befdb3_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/28ce0c58_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/ac652c60_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/acde7e73_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/fc28c8d8_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/173ce2be_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/b8b8cb52_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/8830e17f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/30a09789_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/dce05676_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/d3a18257_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/d8c314c0_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/da8fa823_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/dbaf8fc6_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/2da58b32_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/ac7840d8_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/aff582a1_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/36050ef3_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/f59d0771_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/65040d9b_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/49af4432_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/c948d727_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/dce5041a_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/df1d5024_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/0ff728b5_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/39543cfd_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/af130f12_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/d8c52371_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/7211390b_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/553f1a79_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/7ea032f3_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/a74f3917_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/44b5720d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/5fadb538_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e9901cf0_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/96cd0255_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/cb8f8307_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/c33682f0_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/953fe1ad_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/eb0676ec_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/cb2929ce_nohash_6.wav: 6\n",
            "data/mini_speech_commands/go/0c40e715_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/659b7fae_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/24befdb3_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/4b25f620_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b959cd0c_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/c9b653a0_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/e1469561_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/686d030b_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/6078eb0d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c5570933_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/589bce2c_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/0137b3f4_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/d9d6559e_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/de040337_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/34881b10_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/7f74626f_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/439c84f4_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/4fe01997_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/cdbd6969_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/9f869f70_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/daf230ac_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/0f7dc557_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c8771f88_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/6c2dd2d5_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/8c3c4715_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/51055bda_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/fac7deca_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/6aafb34f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/9587481f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/3d6bee47_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/66041c69_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/333784b7_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/dbb40d24_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/5c8af87a_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/022cd682_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/bbd0bbd0_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/4fd4d073_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/918a2473_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/a996cf66_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/686d030b_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/ba770f9b_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/4620dc14_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/a1533da4_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/62ff07ef_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/7846fd85_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/c1d39ce8_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/cb8f8307_nohash_5.wav: 6\n",
            "data/mini_speech_commands/go/a0f93943_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/b843de62_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/d3a18257_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/93ec8b84_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f3cee168_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/763188c4_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/2510c044_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/0f250098_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/1bc45db9_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/f550b7dc_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/a9abc695_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/7211390b_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/9b6c08ba_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/8eb4a1bf_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/3c257192_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/a1cff772_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/95299b6c_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/05d18852_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/53458368_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c6389ab0_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/15c563d7_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/099d52ad_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/7c1d8533_nohash_5.wav: 6\n",
            "data/mini_speech_commands/go/44dad20e_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/cc6ee39b_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/39999a0f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b544d4fd_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/caa7feaf_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/8e05039f_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/8056e897_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/feb1d305_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/026290a7_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/ab76ac76_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/902258bb_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/10ace7eb_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/28e47b1a_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/c2d15ea5_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/cb2929ce_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/c0c701f1_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/3da7f617_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e9a76b2f_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/b0f24c9b_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/94e6864f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/3d53244b_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/25132942_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/afd53389_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/9f63152b_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/db8a3397_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/8b39e36f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/ccf418a5_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/364f979f_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/3f2b358d_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/f5e44d34_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/ad63d93c_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/dea820ce_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/e6515415_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/1bb574f9_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/8d9cc260_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/23abe1c9_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/56eb74ae_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/17c94b23_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/3c257192_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/fd395b74_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/264f471d_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/0d393936_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/89d6d11e_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/fd32732a_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/ac4b3fc3_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/e53139ad_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/fb24c826_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/3cfc6b3a_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/5ff3f9a1_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/6d818f6c_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/36050ef3_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/7303215d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/7c1d8533_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/e41a903b_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/b83c1acf_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b59fa113_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/3df9a3d4_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/9dcfba4b_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c120e80e_nohash_5.wav: 6\n",
            "data/mini_speech_commands/go/3d53244b_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/617de221_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/6e2ef3d5_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/28e47b1a_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/1bb6ed89_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/df1d5024_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/070b49af_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/171b56dc_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/cb8f8307_nohash_7.wav: 6\n",
            "data/mini_speech_commands/go/7081436f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f1b35ace_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/28ce0c58_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/d31d8dd7_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/9b027ecf_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/96c67073_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/89d6d11e_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/1625acd8_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/51055bda_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/97f4c236_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/ec201020_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/de6eb27c_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/34ba417a_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c79159aa_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/439c84f4_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/0eb48e10_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/4fe01997_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/46a153d8_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/918a2473_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/3c8836dc_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/28ce0c58_nohash_5.wav: 6\n",
            "data/mini_speech_commands/go/f953e1af_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/bfaf2000_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/0ea0e2f4_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/c93d5e22_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/ac899eb7_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/49af4432_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/d1d3e64d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e95c70e2_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/c5e3817f_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/4290ca61_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/3c6d55b3_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/c68cf200_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/aba19127_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/364f979f_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/6c968bd9_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/798f702a_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/5c237956_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/4f5c0b28_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/2f0a410b_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/ec201020_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/e41e41f7_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/122c5aa7_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/37dca74f_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/742d6431_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/e32ff49d_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/d5356b9a_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/30137d34_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c0445658_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e82914c0_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c120e80e_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/106a6183_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/7e2d5caf_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/721f767c_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/ec74a8a5_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/df1d5024_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e95c70e2_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/a879a2c3_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/62641b88_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/62ef962d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/9db2bfe9_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/5fadb538_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/01bb6a2a_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/72d75d96_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/2aec99ec_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/96105282_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/67c7fecb_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/cb2929ce_nohash_5.wav: 6\n",
            "data/mini_speech_commands/go/35d1b6ee_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f4c77b26_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/3a182c98_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/d933bf5e_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/617de221_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/b959cd0c_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/037c445a_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c0445658_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/4ec7d027_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c6ee87a7_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/888a0c49_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/2da58b32_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/ad1429cf_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/86f12ac0_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/8a194ee6_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f19c1390_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/b83c1acf_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/3a789a0d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c22d3f18_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/c4500713_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b16f2d0d_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/919d3c0e_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/3983ba0d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f8f60f59_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/712e4d58_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/05cf43ef_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/ced835d3_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/39c13eed_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/0474c92a_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/21e8c417_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/a0f93943_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/be7a5b2d_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/3bfd30e6_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/023a61ad_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/bfa63751_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/38c388bc_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/8134f43f_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/035de8fe_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b737ee80_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/dbb40d24_nohash_5.wav: 6\n",
            "data/mini_speech_commands/go/db43cd03_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/e14d3db8_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/686d030b_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/ffd2ba2f_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/fc94edb0_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/7dc50b88_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/e7ebf59c_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/918a2473_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e72aa705_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c5570933_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/ad5aeec2_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/5705a0f9_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f15a354c_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/9aa21fa9_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/3402e488_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/460f2bad_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/d5c41d6a_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/15c563d7_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/9ff2d2f4_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/3c6d55b3_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/19785c4e_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/9a69672b_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/8e05039f_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/9efe5140_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/d7a58714_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/653a48f5_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/1e31353f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b19f7f5f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/264f471d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/25040e85_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/6b81fead_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/de08912f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/2197f41c_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c120e80e_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/cf8d91cf_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/5efb758c_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/122c5aa7_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/c1d39ce8_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/ec74a8a5_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/50928b05_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/39a45230_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f550b7dc_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/551e42e8_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/fd395b74_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/ccf418a5_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/fb9d6d23_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/7f74626f_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c120e80e_nohash_6.wav: 6\n",
            "data/mini_speech_commands/go/5fadb538_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/73cccfaf_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/888a0c49_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/36050ef3_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/b5aacf2c_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/fb2f3242_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/016e2c6d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/340c8b10_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/bf4af1af_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/aff582a1_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/3c165869_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/fe5c4a7a_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b9f46737_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/1942abd7_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/a759efbc_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/21832144_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/8a0457c9_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/9beccfc8_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/8012c69d_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/b7a0754f_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/d1a17cbe_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/3efa7ec4_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/65ec06e5_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/0447d7c1_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/881583a6_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/7fd25f7c_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/530306f5_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/9b027ecf_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f84762e5_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/338a40d6_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/acde7e73_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/324210dd_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/4cb874bb_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/fac74f6a_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/d0faf7e4_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/563aa4e6_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/dc75148d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e6be0830_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/90b94017_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/ad1429cf_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/4b39347d_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/4290ca61_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/6a014b29_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/06a79a03_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b7a0754f_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/ec7d1151_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/173ae793_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/a2fefcb4_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b25b6065_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/ccea893d_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/d90b4138_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/483e2a6f_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/0e5193e6_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/1338a799_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/15c563d7_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/8012c69d_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/3ffa3457_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/d3badc9a_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/29fb33da_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/e41a903b_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/dca2797e_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/530306f5_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/11a022ba_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/3bfd30e6_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/b65f6015_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/71e6ab20_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/4f2ab70c_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/b487da60_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/1995cf9e_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/61e50f62_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/92b2bf59_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/f5733968_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/bf90a57a_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/38d78313_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/33f60c62_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/e53139ad_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/bdee441c_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/f17be97f_nohash_2.wav: 6\n",
            "data/mini_speech_commands/go/e7334395_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/742d6431_nohash_3.wav: 6\n",
            "data/mini_speech_commands/go/f2b8fc18_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/0137b3f4_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/c0c0d87d_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/b4aa9fef_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/8012c69d_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/11860c84_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/9c06a3f3_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/a518d1cf_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/50a8ef27_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/5b1db3ee_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/c4e1f6e0_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/099d52ad_nohash_4.wav: 6\n",
            "data/mini_speech_commands/go/7dc50b88_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/f9ebdba0_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/2aec99ec_nohash_1.wav: 6\n",
            "data/mini_speech_commands/go/92a9c5e6_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/12529547_nohash_0.wav: 6\n",
            "data/mini_speech_commands/go/129c7d8d_nohash_0.wav: 6\n",
            "\n",
            "Processing: 'stop'\n",
            "data/mini_speech_commands/stop/8f3f252c_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/b7669804_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/2da58b32_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/3f170018_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/338dacf5_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f6af2457_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/9f4098cb_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/6414258b_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/9ff1b8b6_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/9d7036f9_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/8f4c551f_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/86b89661_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/9f63152b_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/c93d5e22_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/1fe4c891_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/3c257192_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/85b877b5_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/c120e80e_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/e9287461_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/6aafb34f_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/57b68383_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/e32ff49d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f2b8fc18_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/340c8b10_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/712e4d58_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/bbd0bbd0_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/fc2411fe_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/cc6bae0d_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/573cdb8a_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/baeac2ba_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f5c3de1b_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f9ebdba0_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/2c6446f7_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b93528e3_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/8f4c551f_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/72aa7259_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/1890e5c3_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/105e72bb_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/d90b4138_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/9a7c1f83_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/8281a2a8_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f2a90886_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f17be97f_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/ffbb695d_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/f97e1fcd_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/73124b26_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/aef8dcf5_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/019fa366_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/be7a5b2d_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/8dc26a15_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/637c702a_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/f19c1390_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/1c3f4fac_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/3e31dffe_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/1fd85ee4_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/adec6a94_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/c93d5e22_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b97c9f77_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/747e69fd_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/a4baac4e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/840eab5a_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/cc6ee39b_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/25132942_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/c1e0e8e3_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/10ace7eb_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/0132a06d_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/1816b768_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/7d86b703_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/c1d39ce8_nohash_9.wav: 7\n",
            "data/mini_speech_commands/stop/e0315cf6_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/8281a2a8_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/67fcdb05_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/48a8a69d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/46a153d8_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/ab5ae445_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/b4aa9fef_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/2313e093_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/772db621_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/4bba14ce_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b49caed3_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/32561e9e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/8f4c551f_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/012c8314_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/3a7d8872_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ad89eb1e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/db43cd03_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/6301e683_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/c0445658_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/c1e0e8e3_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/a6d586b7_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/b9f46737_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/51055bda_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/96a48d28_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/ffb86d3c_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/0135f3f2_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/716757ce_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/51eefcc6_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ffd2ba2f_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/da584bc0_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/4fd4d073_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/c518d1b1_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/cb5d2c6e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/1b88bf70_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/7e843da8_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/8056e897_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/3d53244b_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/88e90bc1_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/51f4d5b0_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/e7d0eb3f_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/bdee441c_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/7dc95912_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/5c8af87a_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/dfb6450b_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/6c968bd9_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/db79a764_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ed3c2d05_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/bc065a17_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/2aa787cf_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/a4c938ce_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/6c429c7b_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/1ed557b9_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/96ab6565_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/1c6e5447_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/a6d586b7_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/9ab86dd0_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/77def3ee_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/0137b3f4_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/48bfde8e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b49caed3_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/94de6a6a_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/3aa6f4e2_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/8281a2a8_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/e5d2e09d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/c634a189_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/fc2411fe_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/3389305e_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/6ceeb9aa_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/c948d727_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/2dcb6848_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/eee9b9e2_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/74b73f88_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/ad63d93c_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/7ea032f3_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/a1533da4_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/07ad9b59_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/8eb4a1bf_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/825f450d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b9cccd01_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/3ca784ec_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/21832144_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/65c73b55_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/e54a0f16_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/da584bc0_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/48bdc11c_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/c79159aa_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/ad1429cf_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/ea356919_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/834f03fe_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/da584bc0_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/0d2bcf9d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/5fadb538_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/10c6d873_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/0cd323ec_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/c1d39ce8_nohash_6.wav: 7\n",
            "data/mini_speech_commands/stop/1b4c9b89_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/0227998e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/5184ed3e_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/ac4b3fc3_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b65f6015_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/e2286c18_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/d1a17cbe_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/dbb40d24_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/cb2929ce_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ffbb695d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f104f742_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/6f7724f5_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b9515bf3_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/1e9b215e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/9db2bfe9_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/105e72bb_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/30f31e42_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/437455be_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/dcc012ec_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ad63d93c_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/f33660af_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b1114e4f_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/7d86b703_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/7d5f87c8_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/37dca74f_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/ced4e2a1_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/5af0ca83_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/61a0d340_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/97f4c236_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/46a153d8_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/f5733968_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/aef8dcf5_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/afabfa0e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/327289eb_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/ffa76c4a_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ca4eeab0_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/5e3dde6b_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/9735764a_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/9f4098cb_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/a4e8a997_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/0227998e_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/c22d3f18_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/be7a5b2d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/a827e3a1_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/f92e49f3_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/28ce0c58_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/bbbf4fbd_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/35d1b6ee_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/5f814c23_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b5d1e505_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/9f22307d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/6c968bd9_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/86cb59b2_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f92e49f3_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/a827e3a1_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ba59cab3_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/cd85758f_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/e7ea8b76_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/6846af18_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/5c8af87a_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/c53b335a_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/77655bdf_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f953e1af_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/39a12648_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/1e412fac_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ad63d93c_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/563aa4e6_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/68dd409e_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/11321027_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/6d818f6c_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b959cd0c_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/686d030b_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/49af4432_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/74551073_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/cb8f8307_nohash_6.wav: 7\n",
            "data/mini_speech_commands/stop/c6a23ff5_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/8134f43f_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/ab00c4b2_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/ac652c60_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/834f03fe_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/257e17e0_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f4504600_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/7211390b_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/a9b574b3_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b97c9f77_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/7add4c5f_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/24befdb3_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/70a00e98_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/726382d6_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/bbb2eb5b_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/6ceeb9aa_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/51055bda_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/b4aa9fef_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/37fc5d97_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/31e686d2_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/f0ae7203_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/439c84f4_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/617de221_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/56eb74ae_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/c0fb6812_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/97addd88_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/9acd0254_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/b21f0fa4_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b7a0754f_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/97f4c236_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/b959cd0c_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/d197e3ae_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/10ace7eb_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/24ed94ab_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/0ff728b5_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/d197e3ae_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/6c429c7b_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/712e4d58_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/a6d586b7_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/e41a903b_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/92e17cc4_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/fad7a69a_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/0132a06d_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/1b835b87_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/5f8e50a0_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/4a1e736b_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/4a1e736b_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/ec201020_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b7669804_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b4604db4_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/6d2d3b0d_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/e96a5020_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/36050ef3_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/78030270_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/5c8af87a_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/3006c271_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/43fc47a7_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/c1d39ce8_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/97f4c236_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/0f3f64d5_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/33246bc2_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/37d38e44_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/a1cff772_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/a8688b67_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/c22d3f18_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/531a5b8a_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/cd7f8c1b_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/c6ee87a7_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/0fa1e7a9_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/15f04ff8_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/57b38f48_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/3903b558_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/cb8f8307_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/617de221_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/eb609143_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/2ad772d6_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/190821dc_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/8a194ee6_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/620ff0fa_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/d9b8fab2_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/9ff2d2f4_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/1e31353f_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/66aa0f29_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/825f450d_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/c634a189_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/6094340e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b959cd0c_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/70a00e98_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/850e2222_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/2bfe70ef_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/611d2b50_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/1890e5c3_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/94de6a6a_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/a4c938ce_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/c9b653a0_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/5e3dde6b_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/91bed2e0_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b97c9f77_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/3bc21161_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/b4604db4_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/18a8f03f_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/1c1060b1_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/62605293_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ce9410da_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/fcb25a78_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/2313e093_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/d8ee4734_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b0f24c9b_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/d90b4138_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/9f63152b_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/9a69672b_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/0c2d2ffa_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/187af8be_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/de4f7798_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/617de221_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/f06190c1_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/b87bdb22_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/cc6bae0d_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/1a673010_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/b5552931_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/e6515415_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/76e53db9_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/7910d292_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/83957201_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/caf1803e_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/d3f22f0e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f0ebef1b_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/70a00e98_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/69f609ec_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/aff582a1_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/a1cff772_nohash_5.wav: 7\n",
            "data/mini_speech_commands/stop/f6af2457_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/42c6fff1_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/3e31dffe_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/68dd409e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/c5c60d8d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/cc6bae0d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/eb67fcbc_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/238c112c_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/7fd25f7c_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/146d97db_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/257251e0_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/105a0eea_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/5628d7b7_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/e1469561_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/c1e0e8e3_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/cd68e997_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/122c5aa7_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/f292725f_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/da15e796_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/1c45ceb2_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/94de6a6a_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/3a182c98_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/92b0a735_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/765ffccb_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/d486fb84_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/e5d2e09d_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/8a28231e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/82e7204d_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/f33660af_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/34805883_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/9aa21fa9_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ffb86d3c_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/3e3fa7fd_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/71e6ab20_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/01bb6a2a_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/e71b4ce6_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/d0faf7e4_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/74b73f88_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/07ad9b59_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/784e281a_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/364c0853_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/418e7158_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/0b56bcfe_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/5fc3ed24_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/ffb86d3c_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/569455ff_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/bf70feda_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/c79159aa_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/b7016c27_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/48e8b82a_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/96a48d28_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/71f6fed7_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/bbd0bbd0_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/512dc91a_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/68dd409e_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/723efc4c_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/df1d5024_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/9e6bb505_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/82b99576_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/3777c08e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/88053e92_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/5a9f7324_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/0137b3f4_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/1aed7c6d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/aeb99b1c_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/4c432947_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/421ed23f_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/1b4c9b89_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/333784b7_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/48a9f771_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/ced835d3_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/0135f3f2_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/2bdbe5f7_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/4bb1244f_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/e20be42a_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/24befdb3_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/28ce0c58_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/48a9f771_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ee07dcb9_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/fc28c8d8_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b8b8cb52_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/30a09789_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/6794a793_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ab71c9a7_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/1dce06e8_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/d3a18257_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/2da58b32_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/36050ef3_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/dbb40d24_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/7c1d8533_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/311fde72_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/305776dd_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/07363607_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/dce5041a_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/51eefcc6_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/2643992f_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/0ff728b5_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/c1d39ce8_nohash_7.wav: 7\n",
            "data/mini_speech_commands/stop/f8f60f59_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/e5afa9b0_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/cc6ee39b_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/5af0ca83_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/1a892463_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/39543cfd_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/af130f12_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/c1d39ce8_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/ce9410da_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/f6af2457_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/587f3271_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/a74f3917_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/44b5720d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/5fadb538_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/5184ed3e_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/63996b7c_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/9acd0254_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/71e6ab20_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/f8f60f59_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/9a7c1f83_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/3d3ddaf8_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/6727b579_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/e0ff1e9c_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/0c40e715_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/716757ce_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/2a89ad5c_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/826268f8_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/190821dc_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/bbaa7946_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/4b25f620_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/9587481f_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/8ff44869_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/6f689791_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/4f8ef132_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/c9b653a0_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/686d030b_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/d7529c0c_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/6078eb0d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ad63d93c_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/611d2b50_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/9a8d8d34_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/aa109cfb_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/541120c7_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/b7a0754f_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/d9d6559e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/a5d485dc_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/1ecfb537_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/7f74626f_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/4fe01997_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/2fa39636_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/cce17a61_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/9db2bfe9_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/88053e92_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/d9b8fab2_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/2f666bb2_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/17f0e206_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/46114b4e_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/bab36420_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/7106d229_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/bed06fac_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/96a48d28_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/fde2dee7_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b87bdb22_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/6e8b9b7b_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/e8e960fd_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f4cae173_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/022cd682_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/bbd0bbd0_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ce7a8e92_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/48e8b82a_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/918a2473_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/7eee5973_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/982babaf_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/a996cf66_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/686d030b_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/eb3f7d82_nohash_6.wav: 7\n",
            "data/mini_speech_commands/stop/ba770f9b_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/62581901_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/caa4779f_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/e0315cf6_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/efa16ffd_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/4249c833_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/dc269564_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b3327675_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/563aa4e6_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/28ef2a01_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/763188c4_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/0cd323ec_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/38d78313_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/c948d727_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/ffd2ba2f_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/a9abc695_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/84bf12ff_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/7211390b_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/3c257192_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/a1cff772_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/53458368_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/33246bc2_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/abbfc3b4_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/651d108f_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b9f46737_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/92b2bf59_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/24632875_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/76b58705_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/7c1d8533_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/39999a0f_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b544d4fd_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/5d9bb361_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/8a28231e_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/8e05039f_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/e5d2e09d_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/15c563d7_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/7ea032f3_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/c9b653a0_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/ab76ac76_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/11379f4d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/3da7f617_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/8012c69d_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/b0f24c9b_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/b80d6c5e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/019fa366_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/61bcb275_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ffa76c4a_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/25132942_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/563aa4e6_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/884ae8e1_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/353b4d33_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/28e47b1a_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/6727b579_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/6a014b29_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/9aa21fa9_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/eb0676ec_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/f5e44d34_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/35c8fa78_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/88053e92_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/e20be42a_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/ad63d93c_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/e6515415_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/b93528e3_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/83f9c4ab_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ea1f888c_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/30aabd44_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ced835d3_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/bfdb9801_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/3c257192_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/fd395b74_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/cf87b736_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/88f3719f_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/e20be42a_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/fb24c826_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/36050ef3_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/9ff2d2f4_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/f19c1390_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/e41a903b_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/6f689791_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/e72aa705_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/7f74626f_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/b83c1acf_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/6727b579_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/9d050657_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ceaadb24_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/1657c9fa_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/6af4aa07_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/73124b26_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/b26343e9_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/96c66ab7_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/afb9e62e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/28e47b1a_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/df1d5024_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/d90b4138_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/1b755c65_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/7081436f_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f1b35ace_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/39a12648_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/e77d88fc_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/5ac04a92_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/d31d8dd7_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/7cf14c54_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/13d7b8c9_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/229978fd_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/179a61b7_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/51055bda_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/ec201020_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/adc216c5_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/62581901_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/a8cb6dda_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/1b835b87_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/439c84f4_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/37dca74f_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/e0ff1e9c_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/d1d3e64d_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/c6ee87a7_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/77655bdf_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/4abefdf5_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/28ed6bc9_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/49af4432_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/d1d3e64d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/e4b02540_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/520b2c17_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/91223b83_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/3402e488_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/d933bf5e_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/1afd49bf_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/0b40aa8e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/1c45ceb2_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/3389305e_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/0b56bcfe_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/b97c9f77_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/6c968bd9_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/8ff44869_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f953e1af_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/01bcfc0c_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/8d8d9855_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/59fe87e6_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/6846af18_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/9f6fbdb4_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/48463cbc_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/784e281a_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/ec201020_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/bab36420_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/3824c00e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/d0f7bef5_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/122c5aa7_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/a4e8a997_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/a8cf01bc_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/9d7036f9_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/37dca74f_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/e32ff49d_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/24befdb3_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/e8b6f6fe_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/3b7f817e_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/3852fca2_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/1706c35f_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/953fe1ad_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/c6ee87a7_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/df1d5024_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f42e234b_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/62641b88_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/62ef962d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/126403d4_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/5f1b1051_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/9db2bfe9_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/2ad772d6_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/5fadb538_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/471a0925_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/f8f60f59_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/24632875_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/67c7fecb_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/7c75a504_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/023a61ad_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/cb2929ce_nohash_5.wav: 7\n",
            "data/mini_speech_commands/stop/8b39e36f_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/cee22275_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/3a182c98_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/d933bf5e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/19e98e89_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/7ff4fc72_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/4ec7d027_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/02e85b60_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/2bdbe5f7_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/2da58b32_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/eb76bc68_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/8a194ee6_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/86478fab_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/35d1b6ee_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/3a789a0d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/c22d3f18_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/c4500713_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f8f60f59_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/cdfbbe75_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/106a6183_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/8012c69d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/6166ae21_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/96c66ab7_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b3327675_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/5ac04a92_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/9735764a_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/8a56f36e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/8830e17f_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/eb0857c0_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/023a61ad_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/8134f43f_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/4a1e736b_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/834f03fe_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/035de8fe_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/763188c4_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/30a09789_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/8a5acefd_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/686d030b_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/735845ab_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/ffd2ba2f_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/e63b69c5_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/e7ebf59c_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b83c1acf_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/e72aa705_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/4d9e07cf_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/380abbad_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/712e4d58_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/ecbd8d66_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/099d52ad_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/d6b155a5_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/2bdbe5f7_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/f15a354c_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/3402e488_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/f19c1390_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/15c563d7_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/9ff2d2f4_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/b3bdded5_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/e7ea8b76_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/2f666bb2_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/9a69672b_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/8e05039f_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/653a48f5_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/1e31353f_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/da8fa823_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/f9af823e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/9cde5de8_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/229978fd_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/bab36420_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/e07dd7d4_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/1ecfb537_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/7e6bd776_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/cf8d91cf_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/5efb758c_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/5e3dde6b_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/2c6d3924_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/c1d39ce8_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/33f60c62_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/f34e6f44_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/48463cbc_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ead2934a_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/413997c1_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/9a356ab9_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/fffcabd1_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/735845ab_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/73f0c1f7_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/20174140_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/3bfd30e6_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/12c206ea_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/7bae88ed_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/9a69672b_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/5fadb538_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/e9287461_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/4c13fe25_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/b00dff7e_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/c0445658_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/f9273a21_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/888a0c49_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/4a4e28f1_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/299c14b1_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/da584bc0_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/b49caed3_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/888a0c49_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/29fb33da_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/7257420c_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/bf8d5617_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ce7a8e92_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/bd11c654_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/58df33b5_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/365531e2_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/11b1df78_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/6727b579_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b9f46737_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/97addd88_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/bdb90d38_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/a827e3a1_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/7fa5fa1f_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/8a0457c9_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f9f9751d_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/0447d7c1_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ced4e2a1_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/529eda42_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/300384f0_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/fc2411fe_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/611d2b50_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/7fd25f7c_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/48e8b82a_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/605ed0ff_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/d0faf7e4_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/d197e3ae_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f5e44d34_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/43fc47a7_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/fce96bac_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/eb3f7d82_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/d0426d63_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/c1d39ce8_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/28ce0c58_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/563aa4e6_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/e71b4ce6_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/1cec8d71_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/97ae8b25_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/28e47b1a_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/71bf8f48_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/25132942_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/cc592808_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/acfd3bc3_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/08ab8082_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/d90b4138_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/0e5193e6_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/7910d292_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/8b775397_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/8012c69d_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/fd395b74_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/29fb33da_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/370844f7_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/97101ef3_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/2c6446f7_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/063d48cf_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/735845ab_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/3bfd30e6_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/0ff728b5_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/3006c271_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/ced835d3_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/9f6fbdb4_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/311fde72_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/dbb40d24_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/953fe1ad_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/b3bdded5_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/27c30960_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/6e2ef3d5_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f5733968_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/b3bdded5_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/38d78313_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/be7a5b2d_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/234ab0fb_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/33f60c62_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/e53139ad_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/eb3f7d82_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f17be97f_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/742d6431_nohash_3.wav: 7\n",
            "data/mini_speech_commands/stop/778a4a01_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/834f03fe_nohash_2.wav: 7\n",
            "data/mini_speech_commands/stop/b4aa9fef_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/964e8cfd_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/8012c69d_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/cae62f38_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/a518d1cf_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/f17be97f_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/a4ca3afe_nohash_1.wav: 7\n",
            "data/mini_speech_commands/stop/acfd3bc3_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/eb3f7d82_nohash_4.wav: 7\n",
            "data/mini_speech_commands/stop/12529547_nohash_0.wav: 7\n",
            "data/mini_speech_commands/stop/9f6fbdb4_nohash_0.wav: 7\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "DATA_PATH = \"data.json\"\n",
        "\n",
        "# generate train, validation and test sets        \n",
        "def prepare_dataset(data_path, test_size=0.2, validation_size=0.2):\n",
        "    # load dataset\n",
        "    with open(data_path, \"r\") as fp:\n",
        "        data = json.load(fp)\n",
        "\n",
        "    X = np.array(data[\"MFCCs\"])\n",
        "    y = np.array(data[\"labels\"])\n",
        "    print(\"Training sets loaded!\")\n",
        "\n",
        "\n",
        "    # create train, validation, test split\n",
        "    X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=test_size)\n",
        "    X_train, X_validation, y_train, y_validation = train_test_split(X_train, y_train, test_size=validation_size)\n",
        "\n",
        "    # add an axis to nd array\n",
        "    X_train = X_train[..., np.newaxis]\n",
        "    X_test = X_test[..., np.newaxis]\n",
        "    X_validation = X_validation[..., np.newaxis]\n",
        "\n",
        "    return X_train, y_train, X_validation, y_validation, X_test, y_test\n",
        "\n",
        "X_train, y_train, X_validation, y_validation, X_test, y_test = prepare_dataset(DATA_PATH)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "TqcMYT0SuPel",
        "outputId": "b30371bf-d717-4356-bc41-e833c21d0302"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Training sets loaded!\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### Optimizer: Adam"
      ],
      "metadata": {
        "id": "mFw5wsBMIvRk"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# create network\n",
        "\n",
        "#parameters \n",
        "LEARNING_RATE = 0.001\n",
        "\n",
        "\n",
        "def build_model(input_shape, loss=\"sparse_categorical_crossentropy\", learning_rate=0.0001):\n",
        "    \n",
        "    # build network architecture using convolutional layers\n",
        "    model = tf.keras.models.Sequential()\n",
        "\n",
        "\n",
        "    # 1st conv layer\n",
        "    model.add(tf.keras.layers.Conv2D(64, (3, 3), activation='relu', input_shape=input_shape, kernel_regularizer=tf.keras.regularizers.l2(0.001)))\n",
        "    model.add(tf.keras.layers.BatchNormalization())\n",
        "    model.add(tf.keras.layers.MaxPooling2D((3, 3), strides=(2,2), padding='same'))\n",
        "\n",
        "    # 2nd conv layer\n",
        "    model.add(tf.keras.layers.Conv2D(32, (3, 3), activation='relu',kernel_regularizer=tf.keras.regularizers.l2(0.001)))\n",
        "    model.add(tf.keras.layers.BatchNormalization())\n",
        "    model.add(tf.keras.layers.MaxPooling2D((3, 3), strides=(2,2), padding='same'))\n",
        "\n",
        "    # 3rd conv layer\n",
        "    model.add(tf.keras.layers.Conv2D(32, (2, 2), activation='relu', kernel_regularizer=tf.keras.regularizers.l2(0.001)))\n",
        "    model.add(tf.keras.layers.BatchNormalization())\n",
        "    model.add(tf.keras.layers.MaxPooling2D((2, 2), strides=(2,2), padding='same'))\n",
        "\n",
        "    # flatten output and feed into dense layer\n",
        "    model.add(tf.keras.layers.Flatten())\n",
        "    model.add(tf.keras.layers.Dense(64, activation='relu'))\n",
        "    tf.keras.layers.Dropout(0.3)\n",
        "\n",
        "    # softmax output layer\n",
        "    model.add(tf.keras.layers.Dense(8, activation='softmax'))\n",
        "\n",
        "    optimiser = tf.optimizers.Adam(learning_rate=learning_rate)\n",
        "\n",
        "    # compile model\n",
        "    model.compile(optimizer=optimiser,\n",
        "                  loss=loss,\n",
        "                  metrics=[\"accuracy\"])\n",
        "\n",
        "    # print model parameters on console\n",
        "    model.summary()\n",
        "\n",
        "    return model\n",
        "\n",
        "input_shape = (X_train.shape[1], X_train.shape[2], 1)\n",
        "model = build_model(input_shape, learning_rate=LEARNING_RATE)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "W1ZIJvynIutx",
        "outputId": "e844fc59-badf-49bc-8cbb-9df1ac199741"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Model: \"sequential\"\n",
            "_________________________________________________________________\n",
            " Layer (type)                Output Shape              Param #   \n",
            "=================================================================\n",
            " conv2d (Conv2D)             (None, 42, 11, 64)        640       \n",
            "                                                                 \n",
            " batch_normalization (BatchN  (None, 42, 11, 64)       256       \n",
            " ormalization)                                                   \n",
            "                                                                 \n",
            " max_pooling2d (MaxPooling2D  (None, 21, 6, 64)        0         \n",
            " )                                                               \n",
            "                                                                 \n",
            " conv2d_1 (Conv2D)           (None, 19, 4, 32)         18464     \n",
            "                                                                 \n",
            " batch_normalization_1 (Batc  (None, 19, 4, 32)        128       \n",
            " hNormalization)                                                 \n",
            "                                                                 \n",
            " max_pooling2d_1 (MaxPooling  (None, 10, 2, 32)        0         \n",
            " 2D)                                                             \n",
            "                                                                 \n",
            " conv2d_2 (Conv2D)           (None, 9, 1, 32)          4128      \n",
            "                                                                 \n",
            " batch_normalization_2 (Batc  (None, 9, 1, 32)         128       \n",
            " hNormalization)                                                 \n",
            "                                                                 \n",
            " max_pooling2d_2 (MaxPooling  (None, 5, 1, 32)         0         \n",
            " 2D)                                                             \n",
            "                                                                 \n",
            " flatten (Flatten)           (None, 160)               0         \n",
            "                                                                 \n",
            " dense (Dense)               (None, 64)                10304     \n",
            "                                                                 \n",
            " dense_1 (Dense)             (None, 8)                 520       \n",
            "                                                                 \n",
            "=================================================================\n",
            "Total params: 34,568\n",
            "Trainable params: 34,312\n",
            "Non-trainable params: 256\n",
            "_________________________________________________________________\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "EPOCHS = 40\n",
        "BATCH_SIZE = 16\n",
        "PATIENCE = 5\n",
        "\n",
        "def train(model, epochs, batch_size, patience, X_train, y_train, X_validation, y_validation):\n",
        "    earlystop_callback = tf.keras.callbacks.EarlyStopping(monitor=\"accuracy\", min_delta=0.001, patience=patience)\n",
        "\n",
        "    # train model\n",
        "    history = model.fit(X_train,\n",
        "                        y_train,\n",
        "                        epochs=epochs,\n",
        "                        batch_size=batch_size,\n",
        "                        validation_data=(X_validation, y_validation),\n",
        "                        callbacks=[earlystop_callback])\n",
        "    return history\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "# train network\n",
        "history = train(model, EPOCHS, BATCH_SIZE, PATIENCE, X_train, y_train, X_validation, y_validation)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "SwHC5umXI4eh",
        "outputId": "299f615d-6879-400a-fad7-447cf6777986"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Epoch 1/40\n",
            "288/288 [==============================] - 14s 41ms/step - loss: 1.3295 - accuracy: 0.5613 - val_loss: 1.0686 - val_accuracy: 0.6301\n",
            "Epoch 2/40\n",
            "288/288 [==============================] - 12s 41ms/step - loss: 0.7197 - accuracy: 0.7773 - val_loss: 0.7971 - val_accuracy: 0.7372\n",
            "Epoch 3/40\n",
            "288/288 [==============================] - 12s 41ms/step - loss: 0.5825 - accuracy: 0.8297 - val_loss: 0.6604 - val_accuracy: 0.8016\n",
            "Epoch 4/40\n",
            "288/288 [==============================] - 11s 37ms/step - loss: 0.4597 - accuracy: 0.8689 - val_loss: 0.6482 - val_accuracy: 0.8190\n",
            "Epoch 5/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 0.4195 - accuracy: 0.8842 - val_loss: 0.4935 - val_accuracy: 0.8573\n",
            "Epoch 6/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.4850 - accuracy: 0.8628 - val_loss: 0.5631 - val_accuracy: 0.8494\n",
            "Epoch 7/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.3481 - accuracy: 0.9114 - val_loss: 0.5100 - val_accuracy: 0.8442\n",
            "Epoch 8/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.2847 - accuracy: 0.9312 - val_loss: 0.4453 - val_accuracy: 0.8747\n",
            "Epoch 9/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 0.2938 - accuracy: 0.9299 - val_loss: 0.6314 - val_accuracy: 0.8355\n",
            "Epoch 10/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.4301 - accuracy: 0.8818 - val_loss: 0.5089 - val_accuracy: 0.8607\n",
            "Epoch 11/40\n",
            "288/288 [==============================] - 11s 36ms/step - loss: 0.3124 - accuracy: 0.9240 - val_loss: 0.6309 - val_accuracy: 0.8416\n",
            "Epoch 12/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.3483 - accuracy: 0.9151 - val_loss: 0.5444 - val_accuracy: 0.8512\n",
            "Epoch 13/40\n",
            "288/288 [==============================] - 9s 32ms/step - loss: 0.2544 - accuracy: 0.9445 - val_loss: 0.4751 - val_accuracy: 0.8903\n",
            "Epoch 14/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.2220 - accuracy: 0.9525 - val_loss: 0.4625 - val_accuracy: 0.8851\n",
            "Epoch 15/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.2660 - accuracy: 0.9410 - val_loss: 0.4161 - val_accuracy: 0.8982\n",
            "Epoch 16/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.1895 - accuracy: 0.9673 - val_loss: 0.4912 - val_accuracy: 0.8755\n",
            "Epoch 17/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 0.2806 - accuracy: 0.9297 - val_loss: 0.5645 - val_accuracy: 0.8564\n",
            "Epoch 18/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.2165 - accuracy: 0.9510 - val_loss: 0.5099 - val_accuracy: 0.8729\n",
            "Epoch 19/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.1757 - accuracy: 0.9697 - val_loss: 0.5141 - val_accuracy: 0.8695\n",
            "Epoch 20/40\n",
            "288/288 [==============================] - 11s 37ms/step - loss: 0.3161 - accuracy: 0.9234 - val_loss: 0.5109 - val_accuracy: 0.8738\n",
            "Epoch 21/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 0.2276 - accuracy: 0.9538 - val_loss: 0.4283 - val_accuracy: 0.8982\n",
            "Epoch 22/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.1745 - accuracy: 0.9739 - val_loss: 0.4386 - val_accuracy: 0.8964\n",
            "Epoch 23/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.1547 - accuracy: 0.9784 - val_loss: 0.5274 - val_accuracy: 0.8686\n",
            "Epoch 24/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.3926 - accuracy: 0.8953 - val_loss: 0.5289 - val_accuracy: 0.8729\n",
            "Epoch 25/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 0.2683 - accuracy: 0.9434 - val_loss: 0.4651 - val_accuracy: 0.8912\n",
            "Epoch 26/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.1841 - accuracy: 0.9721 - val_loss: 0.5017 - val_accuracy: 0.8764\n",
            "Epoch 27/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.1828 - accuracy: 0.9702 - val_loss: 0.4533 - val_accuracy: 0.8869\n",
            "Epoch 28/40\n",
            "288/288 [==============================] - 11s 37ms/step - loss: 0.1520 - accuracy: 0.9826 - val_loss: 0.4315 - val_accuracy: 0.8956\n",
            "Epoch 29/40\n",
            "288/288 [==============================] - 9s 32ms/step - loss: 0.1510 - accuracy: 0.9791 - val_loss: 0.5639 - val_accuracy: 0.8668\n",
            "Epoch 30/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.1410 - accuracy: 0.9837 - val_loss: 0.4737 - val_accuracy: 0.8930\n",
            "Epoch 31/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.1337 - accuracy: 0.9824 - val_loss: 0.4920 - val_accuracy: 0.8947\n",
            "Epoch 32/40\n",
            "288/288 [==============================] - 11s 37ms/step - loss: 0.1915 - accuracy: 0.9602 - val_loss: 0.5984 - val_accuracy: 0.8642\n",
            "Epoch 33/40\n",
            "288/288 [==============================] - 9s 32ms/step - loss: 0.2308 - accuracy: 0.9497 - val_loss: 0.5602 - val_accuracy: 0.8695\n",
            "Epoch 34/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.2396 - accuracy: 0.9519 - val_loss: 0.5068 - val_accuracy: 0.8790\n",
            "Epoch 35/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.1574 - accuracy: 0.9778 - val_loss: 0.4405 - val_accuracy: 0.8973\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# evaluate network on test set\n",
        "test_loss, test_acc = model.evaluate(X_test, y_test)\n",
        "print(\"\\nTest loss: {}, test accuracy: {}\".format(test_loss, 100*test_acc))\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "B4OPXmSrJEJC",
        "outputId": "73097cf3-08c2-476e-e529-6c80a0c9d32a"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "45/45 [==============================] - 1s 13ms/step - loss: 0.4192 - accuracy: 0.9039\n",
            "\n",
            "Test loss: 0.4192415177822113, test accuracy: 90.38997292518616\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### Optiizer: *Adamax*"
      ],
      "metadata": {
        "id": "-Yo9RfaDCc0e"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# create network\n",
        "\n",
        "#parameters \n",
        "LEARNING_RATE = 0.001\n",
        "\n",
        "\n",
        "def build_model(input_shape, loss=\"sparse_categorical_crossentropy\", learning_rate=0.0001):\n",
        "    \n",
        "    # build network architecture using convolutional layers\n",
        "    model = tf.keras.models.Sequential()\n",
        "\n",
        "    # 1st conv layer\n",
        "    model.add(tf.keras.layers.Conv2D(64, (3, 3), activation='relu', input_shape=input_shape, kernel_regularizer=tf.keras.regularizers.l2(0.001)))\n",
        "    model.add(tf.keras.layers.BatchNormalization())\n",
        "    model.add(tf.keras.layers.MaxPooling2D((3, 3), strides=(2,2), padding='same'))\n",
        "\n",
        "    # 2nd conv layer\n",
        "    model.add(tf.keras.layers.Conv2D(32, (3, 3), activation='relu',kernel_regularizer=tf.keras.regularizers.l2(0.001)))\n",
        "    model.add(tf.keras.layers.BatchNormalization())\n",
        "    model.add(tf.keras.layers.MaxPooling2D((3, 3), strides=(2,2), padding='same'))\n",
        "\n",
        "    # 3rd conv layer\n",
        "    model.add(tf.keras.layers.Conv2D(32, (2, 2), activation='relu', kernel_regularizer=tf.keras.regularizers.l2(0.001)))\n",
        "    model.add(tf.keras.layers.BatchNormalization())\n",
        "    model.add(tf.keras.layers.MaxPooling2D((2, 2), strides=(2,2), padding='same'))\n",
        "\n",
        "    # flatten output and feed into dense layer\n",
        "    model.add(tf.keras.layers.Flatten())\n",
        "    model.add(tf.keras.layers.Dense(64, activation='relu'))\n",
        "    tf.keras.layers.Dropout(0.3)\n",
        "\n",
        "    # softmax output layer\n",
        "    model.add(tf.keras.layers.Dense(8, activation='softmax'))\n",
        "\n",
        "    optimiser = tf.optimizers.Adamax(learning_rate=learning_rate)\n",
        "\n",
        "    # compile model\n",
        "    model.compile(optimizer=optimiser,\n",
        "                  loss=loss,\n",
        "                  metrics=[\"accuracy\"])\n",
        "\n",
        "    # print model parameters on console\n",
        "    model.summary()\n",
        "\n",
        "    return model\n",
        "\n",
        "input_shape = (X_train.shape[1], X_train.shape[2], 1)\n",
        "model = build_model(input_shape, learning_rate=LEARNING_RATE)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "P4dOwlCownU_",
        "outputId": "56561e81-21d9-4bdb-a759-6787a7bc717e"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Model: \"sequential_1\"\n",
            "_________________________________________________________________\n",
            " Layer (type)                Output Shape              Param #   \n",
            "=================================================================\n",
            " conv2d_3 (Conv2D)           (None, 42, 11, 64)        640       \n",
            "                                                                 \n",
            " batch_normalization_3 (Batc  (None, 42, 11, 64)       256       \n",
            " hNormalization)                                                 \n",
            "                                                                 \n",
            " max_pooling2d_3 (MaxPooling  (None, 21, 6, 64)        0         \n",
            " 2D)                                                             \n",
            "                                                                 \n",
            " conv2d_4 (Conv2D)           (None, 19, 4, 32)         18464     \n",
            "                                                                 \n",
            " batch_normalization_4 (Batc  (None, 19, 4, 32)        128       \n",
            " hNormalization)                                                 \n",
            "                                                                 \n",
            " max_pooling2d_4 (MaxPooling  (None, 10, 2, 32)        0         \n",
            " 2D)                                                             \n",
            "                                                                 \n",
            " conv2d_5 (Conv2D)           (None, 9, 1, 32)          4128      \n",
            "                                                                 \n",
            " batch_normalization_5 (Batc  (None, 9, 1, 32)         128       \n",
            " hNormalization)                                                 \n",
            "                                                                 \n",
            " max_pooling2d_5 (MaxPooling  (None, 5, 1, 32)         0         \n",
            " 2D)                                                             \n",
            "                                                                 \n",
            " flatten_1 (Flatten)         (None, 160)               0         \n",
            "                                                                 \n",
            " dense_2 (Dense)             (None, 64)                10304     \n",
            "                                                                 \n",
            " dense_3 (Dense)             (None, 8)                 520       \n",
            "                                                                 \n",
            "=================================================================\n",
            "Total params: 34,568\n",
            "Trainable params: 34,312\n",
            "Non-trainable params: 256\n",
            "_________________________________________________________________\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "EPOCHS = 40\n",
        "BATCH_SIZE = 16\n",
        "PATIENCE = 5\n",
        "\n",
        "def train(model, epochs, batch_size, patience, X_train, y_train, X_validation, y_validation):\n",
        "    earlystop_callback = tf.keras.callbacks.EarlyStopping(monitor=\"accuracy\", min_delta=0.001, patience=patience)\n",
        "\n",
        "    # train model\n",
        "    history = model.fit(X_train,\n",
        "                        y_train,\n",
        "                        epochs=epochs,\n",
        "                        batch_size=batch_size,\n",
        "                        validation_data=(X_validation, y_validation),\n",
        "                        callbacks=[earlystop_callback])\n",
        "    return history\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "# train network\n",
        "history = train(model, EPOCHS, BATCH_SIZE, PATIENCE, X_train, y_train, X_validation, y_validation)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "sQHNl_oAuPyD",
        "outputId": "ac50a46a-1760-4664-9a6c-1cfadc3dcc70"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Epoch 1/40\n",
            "288/288 [==============================] - 12s 38ms/step - loss: 1.6251 - accuracy: 0.4372 - val_loss: 1.2845 - val_accuracy: 0.5788\n",
            "Epoch 2/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 1.0184 - accuracy: 0.6797 - val_loss: 0.9563 - val_accuracy: 0.6971\n",
            "Epoch 3/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 0.7949 - accuracy: 0.7659 - val_loss: 0.7895 - val_accuracy: 0.7572\n",
            "Epoch 4/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.6743 - accuracy: 0.8034 - val_loss: 0.6933 - val_accuracy: 0.7850\n",
            "Epoch 5/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.5838 - accuracy: 0.8328 - val_loss: 0.6630 - val_accuracy: 0.7990\n",
            "Epoch 6/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.5057 - accuracy: 0.8602 - val_loss: 0.5803 - val_accuracy: 0.8233\n",
            "Epoch 7/40\n",
            "288/288 [==============================] - 9s 32ms/step - loss: 0.4532 - accuracy: 0.8772 - val_loss: 0.6236 - val_accuracy: 0.8068\n",
            "Epoch 8/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.4191 - accuracy: 0.8872 - val_loss: 0.5861 - val_accuracy: 0.8242\n",
            "Epoch 9/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.3812 - accuracy: 0.9064 - val_loss: 0.5136 - val_accuracy: 0.8520\n",
            "Epoch 10/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.3486 - accuracy: 0.9140 - val_loss: 0.4798 - val_accuracy: 0.8625\n",
            "Epoch 11/40\n",
            "288/288 [==============================] - 9s 32ms/step - loss: 0.3298 - accuracy: 0.9207 - val_loss: 0.4803 - val_accuracy: 0.8573\n",
            "Epoch 12/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.3093 - accuracy: 0.9277 - val_loss: 0.4586 - val_accuracy: 0.8651\n",
            "Epoch 13/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.2915 - accuracy: 0.9316 - val_loss: 0.4988 - val_accuracy: 0.8590\n",
            "Epoch 14/40\n",
            "288/288 [==============================] - 11s 36ms/step - loss: 0.2878 - accuracy: 0.9332 - val_loss: 0.4406 - val_accuracy: 0.8703\n",
            "Epoch 15/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 0.2736 - accuracy: 0.9356 - val_loss: 0.4557 - val_accuracy: 0.8677\n",
            "Epoch 16/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.2689 - accuracy: 0.9390 - val_loss: 0.4313 - val_accuracy: 0.8782\n",
            "Epoch 17/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.2637 - accuracy: 0.9417 - val_loss: 0.4653 - val_accuracy: 0.8703\n",
            "Epoch 18/40\n",
            "288/288 [==============================] - 11s 37ms/step - loss: 0.2432 - accuracy: 0.9510 - val_loss: 0.4604 - val_accuracy: 0.8695\n",
            "Epoch 19/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 0.2290 - accuracy: 0.9536 - val_loss: 0.4383 - val_accuracy: 0.8764\n",
            "Epoch 20/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.2235 - accuracy: 0.9549 - val_loss: 0.4420 - val_accuracy: 0.8747\n",
            "Epoch 21/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.2148 - accuracy: 0.9567 - val_loss: 0.4142 - val_accuracy: 0.8825\n",
            "Epoch 22/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.2071 - accuracy: 0.9612 - val_loss: 0.4130 - val_accuracy: 0.8903\n",
            "Epoch 23/40\n",
            "288/288 [==============================] - 9s 32ms/step - loss: 0.1988 - accuracy: 0.9621 - val_loss: 0.4440 - val_accuracy: 0.8842\n",
            "Epoch 24/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.2003 - accuracy: 0.9608 - val_loss: 0.4213 - val_accuracy: 0.8877\n",
            "Epoch 25/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.1947 - accuracy: 0.9606 - val_loss: 0.4451 - val_accuracy: 0.8755\n",
            "Epoch 26/40\n",
            "288/288 [==============================] - 11s 38ms/step - loss: 0.1981 - accuracy: 0.9589 - val_loss: 0.4527 - val_accuracy: 0.8773\n",
            "Epoch 27/40\n",
            "288/288 [==============================] - 11s 39ms/step - loss: 0.1887 - accuracy: 0.9652 - val_loss: 0.4254 - val_accuracy: 0.8886\n",
            "Epoch 28/40\n",
            "288/288 [==============================] - 10s 34ms/step - loss: 0.1792 - accuracy: 0.9669 - val_loss: 0.4740 - val_accuracy: 0.8677\n",
            "Epoch 29/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.1802 - accuracy: 0.9652 - val_loss: 0.4198 - val_accuracy: 0.8921\n",
            "Epoch 30/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.1655 - accuracy: 0.9721 - val_loss: 0.4017 - val_accuracy: 0.8895\n",
            "Epoch 31/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.1687 - accuracy: 0.9708 - val_loss: 0.4391 - val_accuracy: 0.8921\n",
            "Epoch 32/40\n",
            "288/288 [==============================] - 9s 32ms/step - loss: 0.1629 - accuracy: 0.9723 - val_loss: 0.4305 - val_accuracy: 0.8842\n",
            "Epoch 33/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.1447 - accuracy: 0.9804 - val_loss: 0.4123 - val_accuracy: 0.8973\n",
            "Epoch 34/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.1321 - accuracy: 0.9837 - val_loss: 0.3940 - val_accuracy: 0.9008\n",
            "Epoch 35/40\n",
            "288/288 [==============================] - 9s 33ms/step - loss: 0.1273 - accuracy: 0.9852 - val_loss: 0.4039 - val_accuracy: 0.9069\n",
            "Epoch 36/40\n",
            "288/288 [==============================] - 10s 34ms/step - loss: 0.1284 - accuracy: 0.9850 - val_loss: 0.4010 - val_accuracy: 0.9008\n",
            "Epoch 37/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.1237 - accuracy: 0.9841 - val_loss: 0.4337 - val_accuracy: 0.8956\n",
            "Epoch 38/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.1227 - accuracy: 0.9874 - val_loss: 0.4213 - val_accuracy: 0.9043\n",
            "Epoch 39/40\n",
            "288/288 [==============================] - 10s 34ms/step - loss: 0.1179 - accuracy: 0.9865 - val_loss: 0.4423 - val_accuracy: 0.8982\n",
            "Epoch 40/40\n",
            "288/288 [==============================] - 10s 33ms/step - loss: 0.1172 - accuracy: 0.9887 - val_loss: 0.4219 - val_accuracy: 0.9025\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "def plot_history(history):\n",
        "    \"\"\"Plots accuracy/loss for training/validation set as a function of the epochs\n",
        "\n",
        "    :param history: Training history of model\n",
        "    :return:\n",
        "    \"\"\"\n",
        "\n",
        "    fig, axs = plt.subplots(2)\n",
        "\n",
        "    # create accuracy subplot\n",
        "    axs[0].plot(history.history[\"accuracy\"], label=\"accuracy\")\n",
        "    axs[0].plot(history.history['val_accuracy'], label=\"val_accuracy\")\n",
        "    axs[0].set_ylabel(\"Accuracy\")\n",
        "    axs[0].legend(loc=\"lower right\")\n",
        "    axs[0].set_title(\"Accuracy evaluation\")\n",
        "\n",
        "    # create loss subplot\n",
        "    axs[1].plot(history.history[\"loss\"], label=\"loss\")\n",
        "    axs[1].plot(history.history['val_loss'], label=\"val_loss\")\n",
        "    axs[1].set_xlabel(\"Epoch\")\n",
        "    axs[1].set_ylabel(\"Loss\")\n",
        "    axs[1].legend(loc=\"upper right\")\n",
        "    axs[1].set_title(\"Loss evaluation\")\n",
        "\n",
        "    plt.show()\n",
        "\n",
        "\n",
        "\n",
        "# plot accuracy/loss for training/validation set as a function of the epochs\n",
        "plot_history(history)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 472
        },
        "id": "LGETq7Vb6mS_",
        "outputId": "6d3c0dc5-ff48-4186-fbfc-67e0e5db9093"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 2 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# evaluate network on test set\n",
        "test_loss, test_acc = model.evaluate(X_test, y_test)\n",
        "print(\"\\nTest loss: {}, test accuracy: {}\".format(test_loss, 100*test_acc))\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "rbqIszYC8Zzh",
        "outputId": "b8cf6fb0-87ea-47d2-bf52-3d8f2dc401f3"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "45/45 [==============================] - 1s 12ms/step - loss: 0.3786 - accuracy: 0.9074\n",
            "\n",
            "Test loss: 0.37862470746040344, test accuracy: 90.73815941810608\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### Optimizer: Adagrad"
      ],
      "metadata": {
        "id": "MT6N_Vq_Cmtk"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# create network\n",
        "\n",
        "#parameters \n",
        "LEARNING_RATE = 0.001\n",
        "\n",
        "\n",
        "def build_model(input_shape, loss=\"sparse_categorical_crossentropy\", learning_rate=0.0001):\n",
        "    \n",
        "    # build network architecture using convolutional layers\n",
        "    model = tf.keras.models.Sequential()\n",
        "\n",
        "    # 1st conv layer\n",
        "    model.add(tf.keras.layers.Conv2D(64, (3, 3), activation='relu', input_shape=input_shape, kernel_regularizer=tf.keras.regularizers.l2(0.001)))\n",
        "    model.add(tf.keras.layers.BatchNormalization())\n",
        "    model.add(tf.keras.layers.MaxPooling2D((3, 3), strides=(2,2), padding='same'))\n",
        "\n",
        "    # 2nd conv layer\n",
        "    model.add(tf.keras.layers.Conv2D(32, (3, 3), activation='relu',kernel_regularizer=tf.keras.regularizers.l2(0.001)))\n",
        "    model.add(tf.keras.layers.BatchNormalization())\n",
        "    model.add(tf.keras.layers.MaxPooling2D((3, 3), strides=(2,2), padding='same'))\n",
        "\n",
        "    # 3rd conv layer\n",
        "    model.add(tf.keras.layers.Conv2D(32, (2, 2), activation='relu', kernel_regularizer=tf.keras.regularizers.l2(0.001)))\n",
        "    model.add(tf.keras.layers.BatchNormalization())\n",
        "    model.add(tf.keras.layers.MaxPooling2D((2, 2), strides=(2,2), padding='same'))\n",
        "\n",
        "    # flatten output and feed into dense layer\n",
        "    model.add(tf.keras.layers.Flatten())\n",
        "    model.add(tf.keras.layers.Dense(64, activation='relu'))\n",
        "    tf.keras.layers.Dropout(0.3)\n",
        "\n",
        "    # softmax output layer\n",
        "    model.add(tf.keras.layers.Dense(8, activation='softmax'))\n",
        "\n",
        "    optimiser = tf.optimizers.Adagrad(learning_rate=learning_rate)\n",
        "\n",
        "    # compile model\n",
        "    model.compile(optimizer=optimiser,\n",
        "                  loss=loss,\n",
        "                  metrics=[\"accuracy\"])\n",
        "\n",
        "    # print model parameters on console\n",
        "    model.summary()\n",
        "\n",
        "    return model\n",
        "\n",
        "input_shape = (X_train.shape[1], X_train.shape[2], 1)\n",
        "model = build_model(input_shape, learning_rate=LEARNING_RATE)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "0e23a33c-0f6d-4173-92f0-7ea154162466",
        "id": "bazd8iDiDHGB"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Model: \"sequential_2\"\n",
            "_________________________________________________________________\n",
            " Layer (type)                Output Shape              Param #   \n",
            "=================================================================\n",
            " conv2d_6 (Conv2D)           (None, 42, 11, 64)        640       \n",
            "                                                                 \n",
            " batch_normalization_6 (Batc  (None, 42, 11, 64)       256       \n",
            " hNormalization)                                                 \n",
            "                                                                 \n",
            " max_pooling2d_6 (MaxPooling  (None, 21, 6, 64)        0         \n",
            " 2D)                                                             \n",
            "                                                                 \n",
            " conv2d_7 (Conv2D)           (None, 19, 4, 32)         18464     \n",
            "                                                                 \n",
            " batch_normalization_7 (Batc  (None, 19, 4, 32)        128       \n",
            " hNormalization)                                                 \n",
            "                                                                 \n",
            " max_pooling2d_7 (MaxPooling  (None, 10, 2, 32)        0         \n",
            " 2D)                                                             \n",
            "                                                                 \n",
            " conv2d_8 (Conv2D)           (None, 9, 1, 32)          4128      \n",
            "                                                                 \n",
            " batch_normalization_8 (Batc  (None, 9, 1, 32)         128       \n",
            " hNormalization)                                                 \n",
            "                                                                 \n",
            " max_pooling2d_8 (MaxPooling  (None, 5, 1, 32)         0         \n",
            " 2D)                                                             \n",
            "                                                                 \n",
            " flatten_2 (Flatten)         (None, 160)               0         \n",
            "                                                                 \n",
            " dense_4 (Dense)             (None, 64)                10304     \n",
            "                                                                 \n",
            " dense_5 (Dense)             (None, 8)                 520       \n",
            "                                                                 \n",
            "=================================================================\n",
            "Total params: 34,568\n",
            "Trainable params: 34,312\n",
            "Non-trainable params: 256\n",
            "_________________________________________________________________\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "EPOCHS = 40\n",
        "BATCH_SIZE = 16\n",
        "PATIENCE = 5\n",
        "\n",
        "def train(model, epochs, batch_size, patience, X_train, y_train, X_validation, y_validation):\n",
        "    earlystop_callback = tf.keras.callbacks.EarlyStopping(monitor=\"accuracy\", min_delta=0.001, patience=patience)\n",
        "\n",
        "    # train model\n",
        "    history = model.fit(X_train,\n",
        "                        y_train,\n",
        "                        epochs=epochs,\n",
        "                        batch_size=batch_size,\n",
        "                        validation_data=(X_validation, y_validation),\n",
        "                        callbacks=[earlystop_callback])\n",
        "    return history\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "# train network\n",
        "history = train(model, EPOCHS, BATCH_SIZE, PATIENCE, X_train, y_train, X_validation, y_validation)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "ad484786-f567-4db5-9cf9-6288d88c5f1e",
        "id": "qtCKlq0iDOAA"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Epoch 1/40\n",
            "288/288 [==============================] - 12s 37ms/step - loss: 2.1164 - accuracy: 0.2643 - val_loss: 1.8587 - val_accuracy: 0.3742\n",
            "Epoch 2/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 1.7147 - accuracy: 0.4230 - val_loss: 1.6391 - val_accuracy: 0.4743\n",
            "Epoch 3/40\n",
            "288/288 [==============================] - 9s 32ms/step - loss: 1.5374 - accuracy: 0.5021 - val_loss: 1.5118 - val_accuracy: 0.5187\n",
            "Epoch 4/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 1.4268 - accuracy: 0.5458 - val_loss: 1.4025 - val_accuracy: 0.5683\n",
            "Epoch 5/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 1.3376 - accuracy: 0.5759 - val_loss: 1.3312 - val_accuracy: 0.5822\n",
            "Epoch 6/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 1.2643 - accuracy: 0.6081 - val_loss: 1.2654 - val_accuracy: 0.6101\n",
            "Epoch 7/40\n",
            "288/288 [==============================] - 10s 33ms/step - loss: 1.2097 - accuracy: 0.6299 - val_loss: 1.2293 - val_accuracy: 0.6249\n",
            "Epoch 8/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 1.1571 - accuracy: 0.6434 - val_loss: 1.1712 - val_accuracy: 0.6345\n",
            "Epoch 9/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 1.1150 - accuracy: 0.6627 - val_loss: 1.1391 - val_accuracy: 0.6510\n",
            "Epoch 10/40\n",
            "288/288 [==============================] - 9s 32ms/step - loss: 1.0702 - accuracy: 0.6813 - val_loss: 1.1103 - val_accuracy: 0.6562\n",
            "Epoch 11/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 1.0366 - accuracy: 0.6963 - val_loss: 1.0660 - val_accuracy: 0.6745\n",
            "Epoch 12/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 1.0078 - accuracy: 0.7006 - val_loss: 1.0448 - val_accuracy: 0.6745\n",
            "Epoch 13/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.9833 - accuracy: 0.7143 - val_loss: 1.0140 - val_accuracy: 0.6936\n",
            "Epoch 14/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 0.9492 - accuracy: 0.7265 - val_loss: 0.9949 - val_accuracy: 0.7015\n",
            "Epoch 15/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.9226 - accuracy: 0.7372 - val_loss: 0.9762 - val_accuracy: 0.7111\n",
            "Epoch 16/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.9091 - accuracy: 0.7405 - val_loss: 0.9523 - val_accuracy: 0.7145\n",
            "Epoch 17/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.8913 - accuracy: 0.7470 - val_loss: 0.9365 - val_accuracy: 0.7189\n",
            "Epoch 18/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 0.8651 - accuracy: 0.7542 - val_loss: 0.9237 - val_accuracy: 0.7224\n",
            "Epoch 19/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.8517 - accuracy: 0.7566 - val_loss: 0.9072 - val_accuracy: 0.7311\n",
            "Epoch 20/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.8298 - accuracy: 0.7633 - val_loss: 0.8840 - val_accuracy: 0.7285\n",
            "Epoch 21/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.8223 - accuracy: 0.7668 - val_loss: 0.8797 - val_accuracy: 0.7328\n",
            "Epoch 22/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 0.8113 - accuracy: 0.7760 - val_loss: 0.8710 - val_accuracy: 0.7389\n",
            "Epoch 23/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.7940 - accuracy: 0.7801 - val_loss: 0.8491 - val_accuracy: 0.7415\n",
            "Epoch 24/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.7748 - accuracy: 0.7886 - val_loss: 0.8432 - val_accuracy: 0.7424\n",
            "Epoch 25/40\n",
            "288/288 [==============================] - 11s 37ms/step - loss: 0.7615 - accuracy: 0.7866 - val_loss: 0.8455 - val_accuracy: 0.7415\n",
            "Epoch 26/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 0.7593 - accuracy: 0.7899 - val_loss: 0.8184 - val_accuracy: 0.7554\n",
            "Epoch 27/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.7400 - accuracy: 0.7980 - val_loss: 0.8204 - val_accuracy: 0.7581\n",
            "Epoch 28/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.7363 - accuracy: 0.8034 - val_loss: 0.7995 - val_accuracy: 0.7581\n",
            "Epoch 29/40\n",
            "288/288 [==============================] - 11s 38ms/step - loss: 0.7304 - accuracy: 0.8012 - val_loss: 0.7940 - val_accuracy: 0.7702\n",
            "Epoch 30/40\n",
            "288/288 [==============================] - 9s 32ms/step - loss: 0.7103 - accuracy: 0.8047 - val_loss: 0.7828 - val_accuracy: 0.7650\n",
            "Epoch 31/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.7085 - accuracy: 0.8106 - val_loss: 0.7799 - val_accuracy: 0.7702\n",
            "Epoch 32/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.6898 - accuracy: 0.8154 - val_loss: 0.7679 - val_accuracy: 0.7702\n",
            "Epoch 33/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.6815 - accuracy: 0.8160 - val_loss: 0.7652 - val_accuracy: 0.7755\n",
            "Epoch 34/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 0.6701 - accuracy: 0.8243 - val_loss: 0.7931 - val_accuracy: 0.7581\n",
            "Epoch 35/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.6745 - accuracy: 0.8223 - val_loss: 0.7533 - val_accuracy: 0.7850\n",
            "Epoch 36/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.6639 - accuracy: 0.8252 - val_loss: 0.7421 - val_accuracy: 0.7815\n",
            "Epoch 37/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.6568 - accuracy: 0.8212 - val_loss: 0.7328 - val_accuracy: 0.7842\n",
            "Epoch 38/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 0.6560 - accuracy: 0.8250 - val_loss: 0.7382 - val_accuracy: 0.7781\n",
            "Epoch 39/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.6481 - accuracy: 0.8269 - val_loss: 0.7376 - val_accuracy: 0.7911\n",
            "Epoch 40/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.6413 - accuracy: 0.8321 - val_loss: 0.7205 - val_accuracy: 0.7850\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# evaluate network on test set\n",
        "test_loss, test_acc = model.evaluate(X_test, y_test)\n",
        "print(\"\\nTest loss: {}, test accuracy: {}\".format(test_loss, 100*test_acc))\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "04d95f9f-9e5e-4e41-a61b-dd8a08e490e8",
        "id": "ui0JbwSoDh69"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "45/45 [==============================] - 1s 20ms/step - loss: 0.6904 - accuracy: 0.8050\n",
            "\n",
            "Test loss: 0.6904019117355347, test accuracy: 80.50139546394348\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### Optimizer:Nadam"
      ],
      "metadata": {
        "id": "YL4da5JVDkcA"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# create network\n",
        "\n",
        "#parameters \n",
        "LEARNING_RATE = 0.001\n",
        "\n",
        "\n",
        "def build_model(input_shape, loss=\"sparse_categorical_crossentropy\", learning_rate=0.0001):\n",
        "    \n",
        "    # build network architecture using convolutional layers\n",
        "    model = tf.keras.models.Sequential()\n",
        "\n",
        "    # 1st conv layer\n",
        "    model.add(tf.keras.layers.Conv2D(64, (3, 3), activation='relu', input_shape=input_shape, kernel_regularizer=tf.keras.regularizers.l2(0.001)))\n",
        "    model.add(tf.keras.layers.BatchNormalization())\n",
        "    model.add(tf.keras.layers.MaxPooling2D((3, 3), strides=(2,2), padding='same'))\n",
        "\n",
        "    # 2nd conv layer\n",
        "    model.add(tf.keras.layers.Conv2D(32, (3, 3), activation='relu',kernel_regularizer=tf.keras.regularizers.l2(0.001)))\n",
        "    model.add(tf.keras.layers.BatchNormalization())\n",
        "    model.add(tf.keras.layers.MaxPooling2D((3, 3), strides=(2,2), padding='same'))\n",
        "\n",
        "    # 3rd conv layer\n",
        "    model.add(tf.keras.layers.Conv2D(32, (2, 2), activation='relu', kernel_regularizer=tf.keras.regularizers.l2(0.001)))\n",
        "    model.add(tf.keras.layers.BatchNormalization())\n",
        "    model.add(tf.keras.layers.MaxPooling2D((2, 2), strides=(2,2), padding='same'))\n",
        "\n",
        "    # flatten output and feed into dense layer\n",
        "    model.add(tf.keras.layers.Flatten())\n",
        "    model.add(tf.keras.layers.Dense(64, activation='relu'))\n",
        "    tf.keras.layers.Dropout(0.3)\n",
        "\n",
        "    # softmax output layer\n",
        "    model.add(tf.keras.layers.Dense(8, activation='softmax'))\n",
        "\n",
        "    optimiser = tf.optimizers.Adagrad(learning_rate=learning_rate)\n",
        "\n",
        "    # compile model\n",
        "    model.compile(optimizer=optimiser,\n",
        "                  loss=loss,\n",
        "                  metrics=[\"accuracy\"])\n",
        "\n",
        "    # print model parameters on console\n",
        "    model.summary()\n",
        "\n",
        "    return model\n",
        "\n",
        "input_shape = (X_train.shape[1], X_train.shape[2], 1)\n",
        "model = build_model(input_shape, learning_rate=LEARNING_RATE)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "GQfF3ip8Dvdo",
        "outputId": "6cd4e847-9e22-46d0-a5dc-1d054cd8a9d5"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Model: \"sequential_3\"\n",
            "_________________________________________________________________\n",
            " Layer (type)                Output Shape              Param #   \n",
            "=================================================================\n",
            " conv2d_9 (Conv2D)           (None, 42, 11, 64)        640       \n",
            "                                                                 \n",
            " batch_normalization_9 (Batc  (None, 42, 11, 64)       256       \n",
            " hNormalization)                                                 \n",
            "                                                                 \n",
            " max_pooling2d_9 (MaxPooling  (None, 21, 6, 64)        0         \n",
            " 2D)                                                             \n",
            "                                                                 \n",
            " conv2d_10 (Conv2D)          (None, 19, 4, 32)         18464     \n",
            "                                                                 \n",
            " batch_normalization_10 (Bat  (None, 19, 4, 32)        128       \n",
            " chNormalization)                                                \n",
            "                                                                 \n",
            " max_pooling2d_10 (MaxPoolin  (None, 10, 2, 32)        0         \n",
            " g2D)                                                            \n",
            "                                                                 \n",
            " conv2d_11 (Conv2D)          (None, 9, 1, 32)          4128      \n",
            "                                                                 \n",
            " batch_normalization_11 (Bat  (None, 9, 1, 32)         128       \n",
            " chNormalization)                                                \n",
            "                                                                 \n",
            " max_pooling2d_11 (MaxPoolin  (None, 5, 1, 32)         0         \n",
            " g2D)                                                            \n",
            "                                                                 \n",
            " flatten_3 (Flatten)         (None, 160)               0         \n",
            "                                                                 \n",
            " dense_6 (Dense)             (None, 64)                10304     \n",
            "                                                                 \n",
            " dense_7 (Dense)             (None, 8)                 520       \n",
            "                                                                 \n",
            "=================================================================\n",
            "Total params: 34,568\n",
            "Trainable params: 34,312\n",
            "Non-trainable params: 256\n",
            "_________________________________________________________________\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "EPOCHS = 40\n",
        "BATCH_SIZE = 16\n",
        "PATIENCE = 5\n",
        "\n",
        "def train(model, epochs, batch_size, patience, X_train, y_train, X_validation, y_validation):\n",
        "    earlystop_callback = tf.keras.callbacks.EarlyStopping(monitor=\"accuracy\", min_delta=0.001, patience=patience)\n",
        "\n",
        "    # train model\n",
        "    history = model.fit(X_train,\n",
        "                        y_train,\n",
        "                        epochs=epochs,\n",
        "                        batch_size=batch_size,\n",
        "                        validation_data=(X_validation, y_validation),\n",
        "                        callbacks=[earlystop_callback])\n",
        "    return history\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "# train network\n",
        "history = train(model, EPOCHS, BATCH_SIZE, PATIENCE, X_train, y_train, X_validation, y_validation)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "6NO1vyJtDy3T",
        "outputId": "95e8d475-276d-44c4-eb96-974eecbc8b80"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Epoch 1/40\n",
            "288/288 [==============================] - 13s 40ms/step - loss: 2.0068 - accuracy: 0.2806 - val_loss: 1.7053 - val_accuracy: 0.3951\n",
            "Epoch 2/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 1.6652 - accuracy: 0.4135 - val_loss: 1.5382 - val_accuracy: 0.4682\n",
            "Epoch 3/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 1.5195 - accuracy: 0.4873 - val_loss: 1.4600 - val_accuracy: 0.5135\n",
            "Epoch 4/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 1.4200 - accuracy: 0.5376 - val_loss: 1.3698 - val_accuracy: 0.5518\n",
            "Epoch 5/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 1.3264 - accuracy: 0.5748 - val_loss: 1.3092 - val_accuracy: 0.5709\n",
            "Epoch 6/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 1.2608 - accuracy: 0.6077 - val_loss: 1.2482 - val_accuracy: 0.5970\n",
            "Epoch 7/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 1.2000 - accuracy: 0.6262 - val_loss: 1.2099 - val_accuracy: 0.6084\n",
            "Epoch 8/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 1.1617 - accuracy: 0.6434 - val_loss: 1.1646 - val_accuracy: 0.6258\n",
            "Epoch 9/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 1.1111 - accuracy: 0.6551 - val_loss: 1.1271 - val_accuracy: 0.6475\n",
            "Epoch 10/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 1.0801 - accuracy: 0.6688 - val_loss: 1.0956 - val_accuracy: 0.6606\n",
            "Epoch 11/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 1.0374 - accuracy: 0.6880 - val_loss: 1.0590 - val_accuracy: 0.6701\n",
            "Epoch 12/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 1.0008 - accuracy: 0.6985 - val_loss: 1.0362 - val_accuracy: 0.6762\n",
            "Epoch 13/40\n",
            "288/288 [==============================] - 9s 32ms/step - loss: 0.9775 - accuracy: 0.7087 - val_loss: 1.0066 - val_accuracy: 0.7006\n",
            "Epoch 14/40\n",
            "288/288 [==============================] - 10s 34ms/step - loss: 0.9535 - accuracy: 0.7189 - val_loss: 1.0008 - val_accuracy: 0.6954\n",
            "Epoch 15/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.9323 - accuracy: 0.7150 - val_loss: 0.9712 - val_accuracy: 0.7067\n",
            "Epoch 16/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.9040 - accuracy: 0.7355 - val_loss: 0.9587 - val_accuracy: 0.7145\n",
            "Epoch 17/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 0.8888 - accuracy: 0.7361 - val_loss: 0.9372 - val_accuracy: 0.7232\n",
            "Epoch 18/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.8690 - accuracy: 0.7453 - val_loss: 0.9190 - val_accuracy: 0.7276\n",
            "Epoch 19/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.8482 - accuracy: 0.7566 - val_loss: 0.9100 - val_accuracy: 0.7215\n",
            "Epoch 20/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.8317 - accuracy: 0.7588 - val_loss: 0.8863 - val_accuracy: 0.7311\n",
            "Epoch 21/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 0.8296 - accuracy: 0.7583 - val_loss: 0.8720 - val_accuracy: 0.7459\n",
            "Epoch 22/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.8095 - accuracy: 0.7644 - val_loss: 0.8702 - val_accuracy: 0.7319\n",
            "Epoch 23/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.7890 - accuracy: 0.7705 - val_loss: 0.8471 - val_accuracy: 0.7450\n",
            "Epoch 24/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.7779 - accuracy: 0.7805 - val_loss: 0.8342 - val_accuracy: 0.7554\n",
            "Epoch 25/40\n",
            "288/288 [==============================] - 9s 32ms/step - loss: 0.7627 - accuracy: 0.7875 - val_loss: 0.8241 - val_accuracy: 0.7528\n",
            "Epoch 26/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.7579 - accuracy: 0.7816 - val_loss: 0.8164 - val_accuracy: 0.7554\n",
            "Epoch 27/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.7403 - accuracy: 0.7895 - val_loss: 0.8107 - val_accuracy: 0.7598\n",
            "Epoch 28/40\n",
            "288/288 [==============================] - 10s 34ms/step - loss: 0.7353 - accuracy: 0.7862 - val_loss: 0.8018 - val_accuracy: 0.7641\n",
            "Epoch 29/40\n",
            "288/288 [==============================] - 9s 31ms/step - loss: 0.7259 - accuracy: 0.7971 - val_loss: 0.7903 - val_accuracy: 0.7633\n",
            "Epoch 30/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.7159 - accuracy: 0.7947 - val_loss: 0.7974 - val_accuracy: 0.7563\n",
            "Epoch 31/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.7071 - accuracy: 0.8019 - val_loss: 0.7841 - val_accuracy: 0.7685\n",
            "Epoch 32/40\n",
            "288/288 [==============================] - 10s 33ms/step - loss: 0.6956 - accuracy: 0.8017 - val_loss: 0.7670 - val_accuracy: 0.7711\n",
            "Epoch 33/40\n",
            "288/288 [==============================] - 9s 32ms/step - loss: 0.6928 - accuracy: 0.8099 - val_loss: 0.7741 - val_accuracy: 0.7685\n",
            "Epoch 34/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.6865 - accuracy: 0.8110 - val_loss: 0.7536 - val_accuracy: 0.7772\n",
            "Epoch 35/40\n",
            "288/288 [==============================] - 10s 35ms/step - loss: 0.6659 - accuracy: 0.8178 - val_loss: 0.7483 - val_accuracy: 0.7728\n",
            "Epoch 36/40\n",
            "288/288 [==============================] - 10s 34ms/step - loss: 0.6664 - accuracy: 0.8178 - val_loss: 0.7538 - val_accuracy: 0.7746\n",
            "Epoch 37/40\n",
            "288/288 [==============================] - 10s 33ms/step - loss: 0.6641 - accuracy: 0.8152 - val_loss: 0.7344 - val_accuracy: 0.7789\n",
            "Epoch 38/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.6536 - accuracy: 0.8186 - val_loss: 0.7285 - val_accuracy: 0.7824\n",
            "Epoch 39/40\n",
            "288/288 [==============================] - 10s 36ms/step - loss: 0.6443 - accuracy: 0.8230 - val_loss: 0.7248 - val_accuracy: 0.7842\n",
            "Epoch 40/40\n",
            "288/288 [==============================] - 10s 33ms/step - loss: 0.6405 - accuracy: 0.8269 - val_loss: 0.7164 - val_accuracy: 0.7920\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# evaluate network on test set\n",
        "test_loss, test_acc = model.evaluate(X_test, y_test)\n",
        "print(\"\\nTest loss: {}, test accuracy: {}\".format(test_loss, 100*test_acc))\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "UKdB7ugJD5MU",
        "outputId": "5f875beb-fbe9-4e07-abb6-291967857f39"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "45/45 [==============================] - 1s 19ms/step - loss: 0.7015 - accuracy: 0.7960\n",
            "\n",
            "Test loss: 0.7014837265014648, test accuracy: 79.59610223770142\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#plot\n",
        "\n",
        "\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "# set width of bar\n",
        "barWidth = 0.25\n",
        "fig = plt.subplots(figsize =(6, 4))\n",
        "\n",
        "# set height of bar\n",
        "loss =  [0.419,0.378,0.690,0.701]\n",
        "accuracy = [90.38,90.738,80.501,79.596]\n",
        "\n",
        "\n",
        "# Set position of bar on X axis\n",
        "br1 = np.arange(len(loss))\n",
        "br2 = [x + barWidth for x in br1]\n",
        "# br3 = [x + barWidth for x in br2]\n",
        "\n",
        "# Make the plot\n",
        "plt.bar(br1, loss, color ='r', width = barWidth,\n",
        "\t\tedgecolor ='grey', label ='Test loss')\n",
        "plt.bar(br2, accuracy, color ='g', width = barWidth,\n",
        "\t\tedgecolor ='grey', label ='Test Accuracy')\n",
        "# plt.bar(br3, CSE, color ='b', width = barWidth,\n",
        "# \t\tedgecolor ='grey', label ='CSE')\n",
        "\n",
        "# Adding Xticks\n",
        "plt.xlabel('Optimizer', fontweight ='bold', fontsize = 10)\n",
        "plt.ylabel('Percentage %', fontweight ='bold', fontsize = 10)\n",
        "plt.xticks([r + barWidth for r in range(len(loss))],\n",
        "\t\t['Adam', 'Adamax', 'Adagrad', 'Nadam'])\n",
        "\n",
        "plt.legend()\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 388
        },
        "id": "EogWBAp18-Dq",
        "outputId": "aa37ac06-f0e4-4b56-dfa4-108fcded1250"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 600x400 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import matplotlib.pyplot as plt\n",
        "\n",
        "# Define the data\n",
        "data = {\n",
        "    'Adam': (0.419, 90.38),\n",
        "    'Adamax': (0.378, 90.738),\n",
        "    'Adagrad': (0.690, 80.501),\n",
        "    'Nadam': (0.701, 79.596)\n",
        "}\n",
        "\n",
        "# Create lists for the data\n",
        "loss = [data[key][0] for key in data.keys()]\n",
        "accuracy = [data[key][1] for key in data.keys()]\n",
        "\n",
        "# Create a bar chart of the loss\n",
        "plt.subplot(1, 2, 1)\n",
        "plt.bar(data.keys(), loss)\n",
        "plt.title('Test Loss')\n",
        "plt.ylabel('Loss')\n",
        "plt.ylim(0, 2)\n",
        "\n",
        "# Create a bar chart of the accuracy\n",
        "plt.subplot(1, 2, 2)\n",
        "plt.bar(data.keys(), accuracy)\n",
        "plt.title('Test Accuracy')\n",
        "plt.ylabel('Accuracy')\n",
        "plt.ylim(0, 100)\n",
        "\n",
        "# Display the plot\n",
        "plt.show()\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 452
        },
        "id": "p_UG6JfuOSYe",
        "outputId": "ad889f2a-5ab7-4e5d-bcc9-badc6a83e331"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 2 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        }
      ]
    }
  ]
}