data_preprocessing_pipeline.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "52ad8eb6",
   "metadata": {},
   "source": [
    "# Data Preprocessing Pipeline\n",
    "Used to prepare audio samples for training a DCGAN."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "ffadf01e",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "from pydub import AudioSegment\n",
    "import matplotlib.pyplot as plt\n",
    "import librosa\n",
    "from IPython.display import Audio"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "60ab7dba",
   "metadata": {},
   "source": [
    "### Read and plot the clip lengths"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "557c8c09",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "./samples/lick_e765b4090fd24308a8481bc115f353ff.mp3\n",
      "./samples/lick_e78e5779b29529c9e1b5d1d00a968ce8.mp3\n",
      "./samples/lick_e7c5f3fcd534e5cc33a9e39459eb9417.mp3\n",
      "./samples/lick_e7c639638dd6bad94bc14b72d441086a.mp3\n",
      "./samples/lick_e80f20993fbb9f7c4ac0d3beb023e9ad.mp3\n",
      "./samples/lick_e81f13466131f5fcba484ac4bce375e1.mp3\n",
      "./samples/lick_e8335be8fe4d986d957e571bcb0d46eb.mp3\n",
      "./samples/lick_e83d4cff8f02962e38a86de50e3f851e.mp3\n",
      "./samples/lick_e87c98a6c6322aecf027f81196bce8a5.mp3\n",
      "./samples/lick_e8a9555ddcd51dd258611be41f2b9a14.mp3\n",
      "./samples/lick_e9d17c265f9078512b141ecebcdebf5f.mp3\n",
      "./samples/lick_ea2d46fc33adad8cf9743b158434bb24.mp3\n",
      "./samples/lick_ea635a291ad1f0b061ddb9317c1105fe.mp3\n",
      "./samples/lick_eb2871c3beb3efd9f0f535efc7f545a0.mp3\n",
      "./samples/lick_ebacd58cf0c6617bf612d7b01bc1bf0e.mp3\n",
      "./samples/lick_ebe6db8750253f527d374c37999ca48c.mp3\n",
      "./samples/lick_ebea45e88ab327c96560ea84e0083534.mp3\n",
      "./samples/lick_ec5496bd5d6345c65930d307ec311f62.mp3\n",
      "./samples/lick_ec5c56958691cbea9cf778f2f9d8e53f.mp3\n",
      "./samples/lick_ed2dfcda1f8a3a03b1f067bbc83de088.mp3\n",
      "./samples/lick_edebbbcf0117038061382904209ada33.mp3\n",
      "./samples/lick_ee10e289a3e9625c587d8222d608fb9a.mp3\n",
      "./samples/lick_ee7d68d2cff72998a8052d95892d28ad.mp3\n",
      "./samples/lick_f00463975dc2a96145e924a0b5d7a0ad.mp3\n",
      "./samples/lick_f06b6e8110b55afa09650b3c97526424.mp3\n",
      "./samples/lick_f11990db35d852753afed49a522cfd3e.mp3\n",
      "./samples/lick_f30585eee5cbf8632c1d1b908a4c09e8.mp3\n",
      "./samples/lick_f3b790eae36590a818ee60bdb992654e.mp3\n",
      "./samples/lick_f40b4894ebce16c94035de224fb4e852.mp3\n",
      "./samples/lick_f4d384144a58779ec822bc8a3e78e877.mp3\n",
      "./samples/lick_f4daa31e4d2713abe74abf2561d6d673.mp3\n",
      "./samples/lick_f528675c998687b6065a7cae061f8db3.mp3\n",
      "./samples/lick_f6bab327fb38ff71fe9afd9408714c07.mp3\n",
      "./samples/lick_f6f026cf7c8ab98b9f52f15820f09a59.mp3\n",
      "./samples/lick_f8162759f3daa00c648e63031445ee9a.mp3\n",
      "./samples/lick_f8609a30cccd9f995ff2703401a62c8c.mp3\n",
      "./samples/lick_f867eab8b6b990ea514d7b6f798d1d4a.mp3\n",
      "./samples/lick_f91c9692e75b421ee7d7421cf28d48fa.mp3\n",
      "./samples/lick_fa3c9a38a7f5b3c8b7869888ce2e1a62.mp3\n",
      "./samples/lick_fa9cda7be657c3c34489bd9fde9d5098.mp3\n",
      "./samples/lick_fb2d069ca66291f2a30046f4cc3cba9f.mp3\n",
      "./samples/lick_fb404296e41ae1a1113634729d5754dd.mp3\n",
      "./samples/lick_fbbf2f906c7a627747b00f0a27b54668.mp3\n",
      "./samples/lick_fbd6b405c4990d3e9472504defab8670.mp3\n",
      "./samples/lick_fbf914405712b6ba5001d0d5aafd3b95.mp3\n",
      "./samples/lick_fca3561d252b714a46e96207591fb948.mp3\n",
      "./samples/lick_fcc5b9c6f5fdc6746f33df94b42a124e.mp3\n",
      "./samples/lick_fd54f4f3b5efcd79d61fcd5dab2a7de0.mp3\n",
      "./samples/lick_fda5d1728084aab10c0d60b6077348b6.mp3\n",
      "./samples/lick_fdcef59ccf52cb27f24975469641a5f7.mp3\n",
      "./samples/lick_fdd0e181aae0fc9004f5de44b95acdc8.mp3\n",
      "./samples/lick_fe86544b3f15e4dfb4b039b68a60d157.mp3\n",
      "./samples/lick_feed23a8034d63bffd949514f34c0e35.mp3\n",
      "./samples/lick_ff0250e90c59bda7fa3e076c9d996f01.mp3\n",
      "./samples/lick_ff50d26e7d1c61acce997a87ad234fcf.mp3\n",
      "./samples/lick_ff6f942647fb70ba1eade7a12b663e75.mp3\n",
      "./samples/lick_ffdb841aa7560dc8a6858aa833280139.mp3\n",
      "./samples/lick_fffc8b82a1ad9bf94987cee852c304c5.mp3\n"
     ]
    }
   ],
   "source": [
    "# Source File path\n",
    "source = \"./samples/\"\n",
    "\n",
    "durations = []\n",
    "\n",
    "# Read the duration of each clip in the source file\n",
    "for i, sample in enumerate(os.listdir(source)):\n",
    "    print(source + sample)\n",
    "    try:\n",
    "        # Try to read the sample duration\n",
    "        song = AudioSegment.from_mp3(source + sample)\n",
    "        durations.append(song.duration_seconds)\n",
    "    except:\n",
    "        # Delete the sample if there is an error\n",
    "        os.remove(source+sample)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "ed8675d2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot Histogram on x\n",
    "plt.hist(durations, bins=100)\n",
    "plt.gca().set(title='Lengths of Clips', ylabel='Number of Clips', xlabel='Duration (Seconds)');"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "f26c9302",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\Tyler\\AppData\\Local\\Temp\\ipykernel_8588\\3128521786.py:17: UserWarning: PySoundFile failed. Trying audioread instead.\n",
      "  y, sr = librosa.load(source)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Scale clips to be about 3 seconds\n",
    "target_duration  = 3\n",
    "\n",
    "# Source File path\n",
    "source = \"./samples/475.mp3\"\n",
    "\n",
    "# Read the duration of each clip in the source file\n",
    "#for i, sample in enumerate(os.listdir(source)):\n",
    "    \n",
    "# Try to read the sample duration\n",
    "song = AudioSegment.from_mp3(source)\n",
    "sample_dur = (song.duration_seconds)\n",
    "    \n",
    "scale_factor = target_duration / sample_dur\n",
    "    \n",
    "# time stretch by 1/scale_factor to get the target sample length\n",
    "y, sr = librosa.load(source)\n",
    "y_adjusted = librosa.effects.time_stretch(y, rate=1/scale_factor)\n",
    "    \n",
    "Audio(data=y_adjusted, rate=sr)\n",
    "    \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e0a1e53a",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}