util_fusion.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "a8fdc9c1",
   "metadata": {},
   "source": [
    "# wav sample 에서 실시\n",
    "\n",
    "이 파일은 fusion을 위해 파일 분류하는데 사용"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "8cdd3c69",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'./파일설명.txt'"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#파일 분류에 사용\n",
    "#출처: https://ourcstory.tistory.com/96\n",
    "\n",
    "import shutil\n",
    "filename = 'C:/Users/Desktop/Desktop/pathology/a/export/파일설명.txt' \n",
    "to = \n",
    "shutil.move(filename,to )\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a3d1ab7b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from glob import glob\n",
    "glob('C:/Users/Desktop/Desktop/pathology/a/export/*-phrase.wav')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "1ca2fd70",
   "metadata": {},
   "outputs": [],
   "source": [
    "import re"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "7d4df9d3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'1039-phrase.wav'"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sample1=glob('C:/Users/Desktop/Desktop/pathology/a/export/*-phrase.wav')[1]\n",
    "sample1\n",
    "re.search('\\\\\\\\(.*)',sample1).group(1)#아이템 번호"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "02738383",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1925 key error\n",
      "1926 key error\n",
      "1947 key error\n",
      "1995 key error\n",
      "1996 key error\n",
      "2018 key error\n",
      "2036 key error\n",
      "2037 key error\n",
      "2038 key error\n",
      "2039 key error\n",
      "2040 key error\n",
      "2041 key error\n",
      "2042 key error\n",
      "2043 key error\n",
      "2044 key error\n",
      "2045 key error\n",
      "2046 key error\n",
      "2047 key error\n",
      "2048 key error\n",
      "2049 key error\n",
      "2050 key error\n",
      "2051 key error\n",
      "2052 key error\n",
      "2053 key error\n",
      "2054 key error\n",
      "2162 key error\n",
      "2163 key error\n",
      "2164 key error\n",
      "2165 key error\n",
      "2166 key error\n",
      "2167 key error\n",
      "2168 key error\n",
      "2169 key error\n",
      "2170 key error\n",
      "2171 key error\n",
      "2172 key error\n",
      "2173 key error\n",
      "2174 key error\n",
      "2175 key error\n",
      "2176 key error\n",
      "2177 key error\n",
      "2178 key error\n",
      "2179 key error\n",
      "2180 key error\n",
      "2181 key error\n",
      "2195 key error\n",
      "2196 key error\n",
      "2197 key error\n",
      "2198 key error\n",
      "2199 key error\n",
      "2200 key error\n",
      "2201 key error\n",
      "2202 key error\n",
      "1925 key error\n",
      "1926 key error\n",
      "1947 key error\n",
      "1995 key error\n",
      "1996 key error\n",
      "2018 key error\n",
      "2036 key error\n",
      "2037 key error\n",
      "2038 key error\n",
      "2039 key error\n",
      "2040 key error\n",
      "2041 key error\n",
      "2042 key error\n",
      "2043 key error\n",
      "2044 key error\n",
      "2045 key error\n",
      "2046 key error\n",
      "2047 key error\n",
      "2048 key error\n",
      "2049 key error\n",
      "2050 key error\n",
      "2051 key error\n",
      "2052 key error\n",
      "2053 key error\n",
      "2054 key error\n",
      "2162 key error\n",
      "2163 key error\n",
      "2164 key error\n",
      "2165 key error\n",
      "2166 key error\n",
      "2167 key error\n",
      "2168 key error\n",
      "2169 key error\n",
      "2170 key error\n",
      "2171 key error\n",
      "2172 key error\n",
      "2173 key error\n",
      "2174 key error\n",
      "2175 key error\n",
      "2176 key error\n",
      "2177 key error\n",
      "2178 key error\n",
      "2179 key error\n",
      "2180 key error\n",
      "2181 key error\n",
      "2195 key error\n",
      "2196 key error\n",
      "2197 key error\n",
      "2198 key error\n",
      "2199 key error\n",
      "2200 key error\n",
      "2201 key error\n",
      "2202 key error\n",
      "1925 key error\n",
      "1926 key error\n",
      "1947 key error\n",
      "1995 key error\n",
      "1996 key error\n",
      "2018 key error\n",
      "2036 key error\n",
      "2037 key error\n",
      "2038 key error\n",
      "2039 key error\n",
      "2040 key error\n",
      "2041 key error\n",
      "2042 key error\n",
      "2043 key error\n",
      "2044 key error\n",
      "2045 key error\n",
      "2046 key error\n",
      "2047 key error\n",
      "2048 key error\n",
      "2049 key error\n",
      "2050 key error\n",
      "2051 key error\n",
      "2052 key error\n",
      "2053 key error\n",
      "2054 key error\n",
      "2162 key error\n",
      "2163 key error\n",
      "2164 key error\n",
      "2165 key error\n",
      "2166 key error\n",
      "2167 key error\n",
      "2168 key error\n",
      "2169 key error\n",
      "2170 key error\n",
      "2171 key error\n",
      "2172 key error\n",
      "2173 key error\n",
      "2174 key error\n",
      "2175 key error\n",
      "2176 key error\n",
      "2177 key error\n",
      "2178 key error\n",
      "2179 key error\n",
      "2180 key error\n",
      "2181 key error\n",
      "2195 key error\n",
      "2196 key error\n",
      "2197 key error\n",
      "2198 key error\n",
      "2199 key error\n",
      "2200 key error\n",
      "2201 key error\n",
      "2202 key error\n",
      "634\n"
     ]
    }
   ],
   "source": [
    "#같은 환자 찾는 코드\n",
    "from glob import glob\n",
    "import shutil\n",
    "\n",
    "phrase = glob('D:/project/voice_pathology_ai/voice_data/all_data/healthy/phrase/*-phrase.wav')\n",
    "a = glob('D:/project/voice_pathology_ai/voice_data/all_data/healthy/a/*-a_n.wav')\n",
    "i = glob('D:/project/voice_pathology_ai/voice_data/all_data/healthy/i/*-i_n.wav')\n",
    "u = glob('D:/project/voice_pathology_ai/voice_data/all_data/healthy/u/*-u_n.wav')\n",
    "\n",
    "\n",
    "#phrase로 dict를 만들고 그 안에 path를 담은 리스트를 넣기.\n",
    "healthy_dict = {}\n",
    "for text in phrase:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    healthy_dict[text_parse]= [text,]\n",
    "\n",
    "for text in a:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    try:\n",
    "        healthy_dict[text_parse].append(text)\n",
    "    except:\n",
    "        print(text_parse,\"key error\")\n",
    "\n",
    "for text in i:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    try:\n",
    "        healthy_dict[text_parse].append(text)\n",
    "    except:\n",
    "        print(text_parse,\"key error\")\n",
    "\n",
    "        \n",
    "for text in u:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    try:\n",
    "        healthy_dict[text_parse].append(text)\n",
    "    except:\n",
    "        print(text_parse,\"key error\")\n",
    "        \n",
    "\n",
    "print(len(healthy_dict))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "60490c2d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "D:/project/voice_pathology_ai/voice_data/fusion_new/healthy/phrase/\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "D:/project/voice_pathology_ai/voice_data/fusion_new/healthy/phrase/\n",
      "D:/project/voice_pathology_ai/voice_data/fusion_new/healthy/phrase/\n",
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    },
    {
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      "D:/project/voice_pathology_ai/voice_data/fusion_new/healthy/phrase/\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "D:/project/voice_pathology_ai/voice_data/fusion_new/healthy/phrase/\n",
      "D:/project/voice_pathology_ai/voice_data/fusion_new/healthy/phrase/\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "D:/project/voice_pathology_ai/voice_data/fusion_new/healthy/phrase/\n",
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      "D:/project/voice_pathology_ai/voice_data/fusion_new/healthy/phrase/\n"
     ]
    }
   ],
   "source": [
    "from glob import glob\n",
    "import shutil\n",
    "\n",
    "#healthy데이터 옮기기\n",
    "for key in healthy_dict:\n",
    "    \n",
    "    phrase_name=healthy_dict[key][0].split('\\\\')[-1].split('-')[0]+'-phrase.wav'\n",
    "    to_phrase = 'D:/project/voice_pathology_ai/voice_data/fusion_new/healthy/phrase/'\n",
    "    \n",
    "    a_name=healthy_dict[key][1].split('\\\\')[-1].split('-')[0]+'-a_n.wav'\n",
    "    to_a = 'D:/project/voice_pathology_ai/voice_data/fusion_new/healthy/a/'\n",
    "    \n",
    "    i_name=healthy_dict[key][2].split('\\\\')[-1].split('-')[0]+'-i_n.wav'\n",
    "    to_i = 'D:/project/voice_pathology_ai/voice_data/fusion_new/healthy/i/'\n",
    "    \n",
    "    u_name=healthy_dict[key][3].split('\\\\')[-1].split('-')[0]+'-u_n.wav'\n",
    "    to_u = 'D:/project/voice_pathology_ai/voice_data/fusion_new/healthy/u/'\n",
    "    \n",
    "    shutil.copy(healthy_dict[key][0],to_phrase+phrase_name) #phrase\n",
    "    shutil.copy(healthy_dict[key][1],to_a+a_name) #a\n",
    "    shutil.copy(healthy_dict[key][2],to_i+i_name) #i\n",
    "    shutil.copy(healthy_dict[key][3],to_u+u_name) #u\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "e549d1b8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1669 key error\n",
      "1669 key error\n",
      "713 key error\n",
      "1669 key error\n",
      "1354\n"
     ]
    }
   ],
   "source": [
    "#같은 환자 찾는 코드\n",
    "from glob import glob\n",
    "import shutil\n",
    "\n",
    "phrase = glob('D:/project/voice_pathology_ai/voice_data/all_data/pathology/phrase/*-phrase.wav')\n",
    "a = glob('D:/project/voice_pathology_ai/voice_data/all_data/pathology/a/*-a_n.wav')\n",
    "i = glob('D:/project/voice_pathology_ai/voice_data/all_data/pathology/i/*-i_n.wav')\n",
    "u = glob('D:/project/voice_pathology_ai/voice_data/all_data/pathology/u/*-u_n.wav')\n",
    "\n",
    "\n",
    "#phrase로 dict를 만들고 그 안에 path를 담은 리스트를 넣기.\n",
    "pathology_new_dict = {}\n",
    "for text in phrase:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    pathology_new_dict[text_parse]= [text,]\n",
    "\n",
    "for text in a:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    try:\n",
    "        pathology_new_dict[text_parse].append(text)\n",
    "    except:\n",
    "        print(text_parse,\"key error\")\n",
    "\n",
    "for text in i:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    try:\n",
    "        pathology_new_dict[text_parse].append(text)\n",
    "    except:\n",
    "        print(text_parse,\"key error\")\n",
    "\n",
    "        \n",
    "for text in u:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    try:\n",
    "        pathology_new_dict[text_parse].append(text)\n",
    "    except:\n",
    "        print(text_parse,\"key error\")\n",
    "        \n",
    "\n",
    "print(len(pathology_new_dict))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "83f7b033",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2611\n"
     ]
    }
   ],
   "source": [
    "for key in pathology_new_dict:\n",
    "    if len(pathology_new_dict[key])!=4:\n",
    "        print(key)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "1e0589dc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "key : 2611\n"
     ]
    }
   ],
   "source": [
    "from glob import glob\n",
    "import shutil\n",
    "\n",
    "#healthy데이터 옮기기\n",
    "for key in pathology_new_dict:\n",
    "    \n",
    "    try:\n",
    "        phrase_name=pathology_new_dict[key][0].split('\\\\')[-1].split('-')[0]+'-phrase.wav'\n",
    "        to_phrase = 'D:/project/voice_pathology_ai/voice_data/fusion_new/pathology/phrase/'\n",
    "\n",
    "        a_name=pathology_new_dict[key][1].split('\\\\')[-1].split('-')[0]+'-a_n.wav'\n",
    "        to_a = 'D:/project/voice_pathology_ai/voice_data/fusion_new/pathology/a/'\n",
    "\n",
    "        i_name=pathology_new_dict[key][2].split('\\\\')[-1].split('-')[0]+'-i_n.wav'\n",
    "        to_i = 'D:/project/voice_pathology_ai/voice_data/fusion_new/pathology/i/'\n",
    "\n",
    "        u_name=pathology_new_dict[key][3].split('\\\\')[-1].split('-')[0]+'-u_n.wav'\n",
    "        to_u = 'D:/project/voice_pathology_ai/voice_data/fusion_new/pathology/u/'\n",
    "\n",
    "        shutil.copy(pathology_new_dict[key][0],to_phrase+phrase_name) #phrase\n",
    "        shutil.copy(pathology_new_dict[key][1],to_a+a_name) #a\n",
    "        shutil.copy(pathology_new_dict[key][2],to_i+i_name) #i\n",
    "        shutil.copy(pathology_new_dict[key][3],to_u+u_name) #u\n",
    "    except:\n",
    "        print(\"key :\", key)\n",
    "        continue\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "1bd7ebc8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "634"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(healthy_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "8eb12c4f",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['D:/projects/voice_pathology_ai/voice_data/pathology_new/phrase/export\\\\2611-phrase.wav',\n",
       " 'D:/projects/voice_pathology_ai/voice_data/pathology_new/u/export\\\\2611-u_n.wav']"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pathology_new_dict[\"2611\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "6b31b1ab",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'1': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1-i_n.wav'],\n",
       " '10': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\10-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\10-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\10-i_n.wav'],\n",
       " '100': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\100-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\100-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\100-i_n.wav'],\n",
       " '1000': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1000-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1000-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1000-i_n.wav'],\n",
       " '1002': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1002-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1002-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1002-i_n.wav'],\n",
       " '1003': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1003-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1003-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1003-i_n.wav'],\n",
       " '1004': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1004-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1004-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1004-i_n.wav'],\n",
       " '1005': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1005-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1005-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1005-i_n.wav'],\n",
       " '1006': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1006-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1006-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1006-i_n.wav'],\n",
       " '1007': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1007-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1007-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1007-i_n.wav'],\n",
       " '1008': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1008-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1008-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1008-i_n.wav'],\n",
       " '1009': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1009-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1009-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1009-i_n.wav'],\n",
       " '1010': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1010-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1010-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1010-i_n.wav'],\n",
       " '1011': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1011-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1011-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1011-i_n.wav'],\n",
       " '1012': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1012-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1012-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1012-i_n.wav'],\n",
       " '1013': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1013-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1013-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1013-i_n.wav'],\n",
       " '1014': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1014-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1014-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1014-i_n.wav'],\n",
       " '1015': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1015-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1015-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1015-i_n.wav'],\n",
       " '1016': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1016-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1016-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1016-i_n.wav'],\n",
       " '1017': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1017-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1017-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1017-i_n.wav'],\n",
       " '1018': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1018-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1018-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1018-i_n.wav'],\n",
       " '1019': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1019-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1019-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1019-i_n.wav'],\n",
       " '102': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\102-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\102-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\102-i_n.wav'],\n",
       " '1020': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1020-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1020-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1020-i_n.wav'],\n",
       " '1021': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1021-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1021-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1021-i_n.wav'],\n",
       " '1022': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1022-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1022-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1022-i_n.wav'],\n",
       " '1023': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1023-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1023-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1023-i_n.wav'],\n",
       " '1024': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1024-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1024-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1024-i_n.wav'],\n",
       " '1025': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1025-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1025-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1025-i_n.wav'],\n",
       " '1026': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1026-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1026-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1026-i_n.wav'],\n",
       " '1027': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1027-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1027-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1027-i_n.wav'],\n",
       " '1028': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1028-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1028-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1028-i_n.wav'],\n",
       " '1029': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1029-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1029-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1029-i_n.wav'],\n",
       " '103': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\103-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\103-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\103-i_n.wav'],\n",
       " '1030': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1030-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1030-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1030-i_n.wav'],\n",
       " '1031': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1031-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1031-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1031-i_n.wav'],\n",
       " '1032': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1032-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1032-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1032-i_n.wav'],\n",
       " '1033': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1033-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1033-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1033-i_n.wav'],\n",
       " '1034': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1034-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1034-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1034-i_n.wav'],\n",
       " '1035': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1035-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1035-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1035-i_n.wav'],\n",
       " '1036': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1036-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1036-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1036-i_n.wav'],\n",
       " '104': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\104-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\104-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\104-i_n.wav'],\n",
       " '1059': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1059-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1059-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1059-i_n.wav'],\n",
       " '1060': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1060-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1060-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1060-i_n.wav'],\n",
       " '1061': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1061-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1061-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1061-i_n.wav'],\n",
       " '1062': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1062-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1062-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1062-i_n.wav'],\n",
       " '1063': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1063-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1063-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1063-i_n.wav'],\n",
       " '1064': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1064-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1064-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1064-i_n.wav'],\n",
       " '1065': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1065-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1065-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1065-i_n.wav'],\n",
       " '1066': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1066-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1066-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1066-i_n.wav'],\n",
       " '1067': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1067-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1067-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1067-i_n.wav'],\n",
       " '1068': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1068-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1068-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1068-i_n.wav'],\n",
       " '1069': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1069-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1069-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1069-i_n.wav'],\n",
       " '1070': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1070-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1070-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1070-i_n.wav'],\n",
       " '1071': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1071-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1071-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1071-i_n.wav'],\n",
       " '1072': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1072-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1072-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1072-i_n.wav'],\n",
       " '1073': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1073-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1073-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1073-i_n.wav'],\n",
       " '1074': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1074-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1074-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1074-i_n.wav'],\n",
       " '1075': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1075-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1075-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1075-i_n.wav'],\n",
       " '1076': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1076-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1076-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1076-i_n.wav'],\n",
       " '1077': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1077-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1077-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1077-i_n.wav'],\n",
       " '1078': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1078-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1078-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1078-i_n.wav'],\n",
       " '1079': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1079-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1079-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1079-i_n.wav'],\n",
       " '1080': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1080-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1080-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1080-i_n.wav'],\n",
       " '1081': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1081-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1081-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1081-i_n.wav'],\n",
       " '1082': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1082-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1082-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1082-i_n.wav'],\n",
       " '1091': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1091-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1091-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1091-i_n.wav'],\n",
       " '1092': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1092-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1092-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1092-i_n.wav'],\n",
       " '1093': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1093-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1093-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1093-i_n.wav'],\n",
       " '1094': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1094-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1094-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1094-i_n.wav'],\n",
       " '1095': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1095-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1095-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1095-i_n.wav'],\n",
       " '1096': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1096-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1096-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1096-i_n.wav'],\n",
       " '1097': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1097-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1097-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1097-i_n.wav'],\n",
       " '1098': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1098-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1098-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1098-i_n.wav'],\n",
       " '1099': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1099-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1099-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1099-i_n.wav'],\n",
       " '11': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\11-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\11-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\11-i_n.wav'],\n",
       " '1100': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1100-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1100-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1100-i_n.wav'],\n",
       " '1101': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1101-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1101-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1101-i_n.wav'],\n",
       " '1102': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1102-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1102-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1102-i_n.wav'],\n",
       " '1103': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1103-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1103-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1103-i_n.wav'],\n",
       " '1104': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1104-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1104-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1104-i_n.wav'],\n",
       " '1105': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1105-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1105-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1105-i_n.wav'],\n",
       " '1106': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1106-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1106-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1106-i_n.wav'],\n",
       " '1107': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1107-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1107-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1107-i_n.wav'],\n",
       " '1108': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1108-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1108-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1108-i_n.wav'],\n",
       " '1109': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1109-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1109-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1109-i_n.wav'],\n",
       " '1110': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1110-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1110-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1110-i_n.wav'],\n",
       " '1111': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1111-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1111-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1111-i_n.wav'],\n",
       " '1112': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1112-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1112-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1112-i_n.wav'],\n",
       " '112': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\112-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\112-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\112-i_n.wav'],\n",
       " '1121': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1121-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1121-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1121-i_n.wav'],\n",
       " '1122': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1122-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1122-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1122-i_n.wav'],\n",
       " '1123': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1123-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1123-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1123-i_n.wav'],\n",
       " '1124': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1124-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1124-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1124-i_n.wav'],\n",
       " '1125': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1125-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1125-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1125-i_n.wav'],\n",
       " '1126': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1126-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1126-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1126-i_n.wav'],\n",
       " '1127': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1127-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1127-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1127-i_n.wav'],\n",
       " '1128': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1128-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1128-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1128-i_n.wav'],\n",
       " '1129': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1129-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1129-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1129-i_n.wav'],\n",
       " '113': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\113-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\113-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\113-i_n.wav'],\n",
       " '1130': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1130-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1130-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1130-i_n.wav'],\n",
       " '1131': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1131-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1131-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1131-i_n.wav'],\n",
       " '1132': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1132-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1132-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1132-i_n.wav'],\n",
       " '1133': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1133-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1133-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1133-i_n.wav'],\n",
       " '1134': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1134-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1134-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1134-i_n.wav'],\n",
       " '1135': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1135-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1135-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1135-i_n.wav'],\n",
       " '1136': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1136-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1136-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1136-i_n.wav'],\n",
       " '1137': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1137-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1137-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1137-i_n.wav'],\n",
       " '1138': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1138-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1138-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1138-i_n.wav'],\n",
       " '1139': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1139-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1139-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1139-i_n.wav'],\n",
       " '114': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\114-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\114-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\114-i_n.wav'],\n",
       " '1140': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1140-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1140-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1140-i_n.wav'],\n",
       " '1141': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1141-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1141-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1141-i_n.wav'],\n",
       " '1142': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1142-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1142-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1142-i_n.wav'],\n",
       " '1143': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1143-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1143-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1143-i_n.wav'],\n",
       " '1144': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1144-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1144-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1144-i_n.wav'],\n",
       " '1145': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1145-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1145-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1145-i_n.wav'],\n",
       " '1146': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1146-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1146-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1146-i_n.wav'],\n",
       " '1147': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1147-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1147-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1147-i_n.wav'],\n",
       " '1148': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1148-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1148-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1148-i_n.wav'],\n",
       " '1149': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1149-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1149-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1149-i_n.wav'],\n",
       " '115': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\115-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\115-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\115-i_n.wav'],\n",
       " '1150': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1150-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1150-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1150-i_n.wav'],\n",
       " '1151': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1151-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1151-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1151-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1153-a_n.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1155-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1155-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\116-i_n.wav'],\n",
       " '1167': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1167-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1167-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1167-i_n.wav'],\n",
       " '1168': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1168-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1168-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1168-i_n.wav'],\n",
       " '1169': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1169-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1169-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1169-i_n.wav'],\n",
       " '117': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\117-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\117-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\117-i_n.wav'],\n",
       " '1170': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1170-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1170-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1170-i_n.wav'],\n",
       " '1171': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1171-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1171-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1171-i_n.wav'],\n",
       " '1172': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1172-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1172-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1172-i_n.wav'],\n",
       " '1173': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1173-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1173-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1173-i_n.wav'],\n",
       " '1174': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1174-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1174-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1174-i_n.wav'],\n",
       " '1175': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1175-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1175-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1175-i_n.wav'],\n",
       " '1176': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1176-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1176-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1176-i_n.wav'],\n",
       " '1177': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1177-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1177-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1177-i_n.wav'],\n",
       " '1178': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1178-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1178-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1178-i_n.wav'],\n",
       " '1179': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1179-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1179-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1179-i_n.wav'],\n",
       " '1180': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1180-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1180-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1180-i_n.wav'],\n",
       " '1181': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1181-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1181-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1181-i_n.wav'],\n",
       " '1182': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1182-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1182-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1182-i_n.wav'],\n",
       " '1183': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1183-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1183-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1183-i_n.wav'],\n",
       " '1184': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1184-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1184-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1184-i_n.wav'],\n",
       " '1185': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1185-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1185-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1185-i_n.wav'],\n",
       " '12': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\12-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\12-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\12-i_n.wav'],\n",
       " '1207': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1207-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1207-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1207-i_n.wav'],\n",
       " '1208': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1208-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1208-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1208-i_n.wav'],\n",
       " '1209': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1209-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1209-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1209-i_n.wav'],\n",
       " '121': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\121-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\121-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\121-i_n.wav'],\n",
       " '1210': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1210-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1210-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1210-i_n.wav'],\n",
       " '1211': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1211-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1211-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1211-i_n.wav'],\n",
       " '1212': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1212-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1212-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1212-i_n.wav'],\n",
       " '1214': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1214-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1214-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1214-i_n.wav'],\n",
       " '1215': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1215-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1215-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1215-i_n.wav'],\n",
       " '1216': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1216-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1216-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1216-i_n.wav'],\n",
       " '122': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\122-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\122-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\122-i_n.wav'],\n",
       " '123': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\123-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\123-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\123-i_n.wav'],\n",
       " '124': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\124-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\124-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\124-i_n.wav'],\n",
       " '125': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\125-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\125-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\125-i_n.wav'],\n",
       " '126': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\126-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\126-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\126-i_n.wav'],\n",
       " '1278': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1278-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1278-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1278-i_n.wav'],\n",
       " '13': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\13-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\13-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\13-i_n.wav'],\n",
       " '1308': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1308-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1308-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1308-i_n.wav'],\n",
       " '132': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\132-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\132-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\132-i_n.wav'],\n",
       " '1320': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1320-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1320-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1320-i_n.wav'],\n",
       " '133': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\133-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\133-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\133-i_n.wav'],\n",
       " '1336': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1336-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1336-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1336-i_n.wav'],\n",
       " '134': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\134-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\134-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\134-i_n.wav'],\n",
       " '1342': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1342-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1342-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1342-i_n.wav'],\n",
       " '1343': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1343-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1343-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1343-i_n.wav'],\n",
       " '1344': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1344-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1344-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1344-i_n.wav'],\n",
       " '1345': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1345-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1345-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1345-i_n.wav'],\n",
       " '1346': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1346-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1346-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1346-i_n.wav'],\n",
       " '1347': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1347-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1347-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1347-i_n.wav'],\n",
       " '1348': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1348-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1348-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1348-i_n.wav'],\n",
       " '1349': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1349-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1349-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1349-i_n.wav'],\n",
       " '135': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\135-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\135-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\135-i_n.wav'],\n",
       " '1350': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1350-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1350-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1350-i_n.wav'],\n",
       " '1351': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1351-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1351-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1351-i_n.wav'],\n",
       " '1352': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1352-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1352-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1352-i_n.wav'],\n",
       " '1353': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1353-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1353-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1353-i_n.wav'],\n",
       " '1354': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1354-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1354-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1354-i_n.wav'],\n",
       " '1355': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1355-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1355-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1355-i_n.wav'],\n",
       " '1356': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1356-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1356-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1356-i_n.wav'],\n",
       " '1357': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1357-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1357-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1357-i_n.wav'],\n",
       " '1358': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1358-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1358-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1358-i_n.wav'],\n",
       " '1359': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1359-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1359-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1359-i_n.wav'],\n",
       " '136': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\136-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\136-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\136-i_n.wav'],\n",
       " '1360': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1360-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1360-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1360-i_n.wav'],\n",
       " '1361': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1361-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1361-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1361-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1363-a_n.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1364-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1369-a_n.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1460-a_n.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\15-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\15-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1504-a_n.wav',\n",
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       " '1505': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1505-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1505-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1505-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1506-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1506-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1507-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1507-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1508-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1508-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1509-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1509-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1510-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1510-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1511-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1511-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1512-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1512-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1513-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1513-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1514-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1514-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1515-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1515-i_n.wav'],\n",
       " '1516': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1516-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1516-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1516-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1517-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1517-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1518-a_n.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1519-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1519-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1520-a_n.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1521-a_n.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1522-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1522-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1523-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1523-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1524-a_n.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1526-a_n.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1711-a_n.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1712-a_n.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1724-a_n.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1725-a_n.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1726-a_n.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1727-a_n.wav',\n",
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       " '1848': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1848-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1848-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1848-i_n.wav'],\n",
       " '1849': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1849-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1849-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1849-i_n.wav'],\n",
       " '1850': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1850-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1850-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1850-i_n.wav'],\n",
       " '1851': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1851-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1851-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1851-i_n.wav'],\n",
       " '1852': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1852-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1852-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1852-i_n.wav'],\n",
       " '1853': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1853-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1853-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1853-i_n.wav'],\n",
       " '1854': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1854-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1854-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1854-i_n.wav'],\n",
       " '1855': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1855-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1855-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1855-i_n.wav'],\n",
       " '1856': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1856-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1856-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1856-i_n.wav'],\n",
       " '1857': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1857-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1857-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1857-i_n.wav'],\n",
       " '1858': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1858-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1858-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1858-i_n.wav'],\n",
       " '1859': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1859-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1859-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1859-i_n.wav'],\n",
       " '1860': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1860-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1860-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1860-i_n.wav'],\n",
       " '1865': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1865-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1865-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1865-i_n.wav'],\n",
       " '1870': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1870-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1870-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1870-i_n.wav'],\n",
       " '1871': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1871-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1871-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1871-i_n.wav'],\n",
       " '1872': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1872-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1872-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1872-i_n.wav'],\n",
       " '1873': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1873-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1873-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1873-i_n.wav'],\n",
       " '1874': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1874-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1874-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1874-i_n.wav'],\n",
       " '1875': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1875-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1875-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1875-i_n.wav'],\n",
       " '1876': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1876-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1876-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1876-i_n.wav'],\n",
       " '1877': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1877-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1877-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1877-i_n.wav'],\n",
       " '1878': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1878-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1878-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1878-i_n.wav'],\n",
       " '1879': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1879-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1879-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1879-i_n.wav'],\n",
       " '1880': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1880-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1880-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1880-i_n.wav'],\n",
       " '1881': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1881-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1881-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1881-i_n.wav'],\n",
       " '1882': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1882-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1882-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1882-i_n.wav'],\n",
       " '1883': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1883-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1883-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1883-i_n.wav'],\n",
       " '1884': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1884-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1884-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1884-i_n.wav'],\n",
       " '1885': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1885-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1885-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1885-i_n.wav'],\n",
       " '1886': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1886-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1886-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1886-i_n.wav'],\n",
       " '19': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\19-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\19-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\19-i_n.wav'],\n",
       " '1915': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1915-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1915-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1915-i_n.wav'],\n",
       " '1916': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1916-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1916-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1916-i_n.wav'],\n",
       " '1917': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1917-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1917-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1917-i_n.wav'],\n",
       " '1918': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1918-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1918-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1918-i_n.wav'],\n",
       " '1919': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1919-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1919-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1919-i_n.wav'],\n",
       " '1920': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1920-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1920-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1920-i_n.wav'],\n",
       " '1921': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1921-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1921-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1921-i_n.wav'],\n",
       " '1922': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1922-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1922-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1922-i_n.wav'],\n",
       " '1923': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1923-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1923-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1923-i_n.wav'],\n",
       " '1924': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1924-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1924-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1924-i_n.wav'],\n",
       " '1956': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1956-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1956-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1956-i_n.wav'],\n",
       " '1969': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1969-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1969-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1969-i_n.wav'],\n",
       " '1974': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\1974-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\1974-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\1974-i_n.wav'],\n",
       " '2': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\2-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2-i_n.wav'],\n",
       " '20': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\20-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\20-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\20-i_n.wav'],\n",
       " '2084': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\2084-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2084-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2084-i_n.wav'],\n",
       " '21': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\21-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\21-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\21-i_n.wav'],\n",
       " '2108': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\2108-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2108-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2108-i_n.wav'],\n",
       " '2142': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\2142-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2142-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2142-i_n.wav'],\n",
       " '22': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\22-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\22-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\22-i_n.wav'],\n",
       " '2203': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\2203-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2203-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2203-i_n.wav'],\n",
       " '2204': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\2204-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2204-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2204-i_n.wav'],\n",
       " '2205': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\2205-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2205-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2205-i_n.wav'],\n",
       " '2206': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\2206-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2206-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2206-i_n.wav'],\n",
       " '2207': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\2207-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2207-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2207-i_n.wav'],\n",
       " '2208': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\2208-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2208-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2208-i_n.wav'],\n",
       " '2209': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\2209-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2209-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2209-i_n.wav'],\n",
       " '2210': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\2210-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2210-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2210-i_n.wav'],\n",
       " '2244': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\2244-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2244-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2244-i_n.wav'],\n",
       " '2248': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\2248-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2248-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2248-i_n.wav'],\n",
       " '2249': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\2249-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2249-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2249-i_n.wav'],\n",
       " '2250': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\2250-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2250-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2250-i_n.wav'],\n",
       " '2251': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\2251-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2251-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2251-i_n.wav'],\n",
       " '2252': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\2252-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2252-a_n.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2253-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2285-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2285-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2286-a_n.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\23-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\24-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\24-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2407-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2407-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2462-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2462-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2478-a_n.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2495-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\25-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\25-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2532-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2532-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2561-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\2576-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\2576-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\27-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\28-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\29-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\30-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\31-i_n.wav'],\n",
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       " '35': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\35-phrase.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\35-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\36-i_n.wav'],\n",
       " '37': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\37-phrase.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\37-i_n.wav'],\n",
       " '38': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\38-phrase.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\38-i_n.wav'],\n",
       " '39': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\39-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\39-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\39-i_n.wav'],\n",
       " '4': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\4-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\4-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\4-i_n.wav'],\n",
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       " '58': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\58-phrase.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\58-i_n.wav'],\n",
       " '59': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\59-phrase.wav',\n",
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       " '6': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\6-phrase.wav',\n",
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       " '688': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\688-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\688-a_n.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\690-a_n.wav',\n",
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       " '696': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\696-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\696-a_n.wav',\n",
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       " '697': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\697-phrase.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\697-i_n.wav'],\n",
       " '698': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\698-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\698-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\698-i_n.wav'],\n",
       " '699': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\699-phrase.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\699-i_n.wav'],\n",
       " '7': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\7-phrase.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\7-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\70-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\700-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\701-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\704-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\705-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\707-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\708-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\709-i_n.wav'],\n",
       " '71': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\71-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\71-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\71-i_n.wav'],\n",
       " '710': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\710-phrase.wav',\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\710-i_n.wav'],\n",
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       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\711-i_n.wav'],\n",
       " '72': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\72-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\72-a_n.wav',\n",
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       " '955': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\955-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\955-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\955-i_n.wav'],\n",
       " '956': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\956-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\956-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\956-i_n.wav'],\n",
       " '957': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\957-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\957-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\957-i_n.wav'],\n",
       " '958': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\958-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\958-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\958-i_n.wav'],\n",
       " '959': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\959-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\959-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\959-i_n.wav'],\n",
       " '96': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\96-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\96-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\96-i_n.wav'],\n",
       " '960': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\960-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\960-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\960-i_n.wav'],\n",
       " '961': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\961-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\961-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\961-i_n.wav'],\n",
       " '962': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\962-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\962-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\962-i_n.wav'],\n",
       " '963': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\963-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\963-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\963-i_n.wav'],\n",
       " '964': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\964-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\964-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\964-i_n.wav'],\n",
       " '965': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\965-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\965-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\965-i_n.wav'],\n",
       " '967': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\967-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\967-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\967-i_n.wav'],\n",
       " '968': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\968-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\968-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\968-i_n.wav'],\n",
       " '969': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\969-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\969-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\969-i_n.wav'],\n",
       " '97': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\97-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\97-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\97-i_n.wav'],\n",
       " '970': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\970-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\970-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\970-i_n.wav'],\n",
       " '971': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\971-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\971-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\971-i_n.wav'],\n",
       " '972': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\972-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\972-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\972-i_n.wav'],\n",
       " '973': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\973-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\973-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\973-i_n.wav'],\n",
       " '974': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\974-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\974-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\974-i_n.wav'],\n",
       " '975': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\975-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\975-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\975-i_n.wav'],\n",
       " '976': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\976-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\976-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\976-i_n.wav'],\n",
       " '977': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\977-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\977-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\977-i_n.wav'],\n",
       " '978': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\978-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\978-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\978-i_n.wav'],\n",
       " '979': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\979-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\979-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\979-i_n.wav'],\n",
       " '98': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\98-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\98-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\98-i_n.wav'],\n",
       " '980': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\980-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\980-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\980-i_n.wav'],\n",
       " '981': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\981-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\981-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\981-i_n.wav'],\n",
       " '982': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\982-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\982-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\982-i_n.wav'],\n",
       " '983': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\983-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\983-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\983-i_n.wav'],\n",
       " '984': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\984-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\984-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\984-i_n.wav'],\n",
       " '985': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\985-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\985-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\985-i_n.wav'],\n",
       " '986': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\986-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\986-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\986-i_n.wav'],\n",
       " '987': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\987-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\987-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\987-i_n.wav'],\n",
       " '988': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\988-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\988-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\988-i_n.wav'],\n",
       " '989': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\989-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\989-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\989-i_n.wav'],\n",
       " '99': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\99-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\99-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\99-i_n.wav'],\n",
       " '990': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\990-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\990-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\990-i_n.wav'],\n",
       " '991': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\991-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\991-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\991-i_n.wav'],\n",
       " '992': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\992-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\992-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\992-i_n.wav'],\n",
       " '993': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\993-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\993-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\993-i_n.wav'],\n",
       " '994': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\994-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\994-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\994-i_n.wav'],\n",
       " '995': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\995-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\995-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\995-i_n.wav'],\n",
       " '996': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\996-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\996-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\996-i_n.wav'],\n",
       " '997': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\997-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\997-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\997-i_n.wav'],\n",
       " '998': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\998-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\998-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\998-i_n.wav'],\n",
       " '999': ['D:/projects/voice_pathology_ai/voice_data/healthy_new/phrase/export\\\\999-phrase.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/a/export\\\\999-a_n.wav',\n",
       "  'D:/projects/voice_pathology_ai/voice_data/healthy_new/i/export\\\\999-i_n.wav']}"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "healthy_dict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "3945d4ca",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'100'"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "text = 'D:/projects/voice_pathology_ai/voice_data/healthy_new/u/export\\\\100-u_n.wav'\n",
    "\n",
    "text = text.split('\\\\')[-1].split('-')[0]\n",
    "\n",
    "text\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5b25c69b",
   "metadata": {},
   "source": [
    "# egg sample에서 실시"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "6340613e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1355"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from glob import glob\n",
    "import shutil\n",
    "\n",
    "phrase =  glob('D:/projects/voice_pathology_ai/voice_data/fusion_egg/pathology/u/*-u_n-egg.egg')\n",
    "len(phrase)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "508cf95b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1669 key error\n",
      "1669 key error\n",
      "713 key error\n",
      "1669 key error\n",
      "1354\n"
     ]
    }
   ],
   "source": [
    "#같은 환자 찾는 코드\n",
    "from glob import glob\n",
    "import shutil\n",
    "\n",
    "phrase = glob('D:/projects/voice_pathology_ai/voice_data/fusion_egg/pathology/phrase/*-phrase-egg.egg')\n",
    "a = glob('D:/projects/voice_pathology_ai/voice_data/fusion_egg/pathology/a/*-a_n-egg.egg')\n",
    "i = glob('D:/projects/voice_pathology_ai/voice_data/fusion_egg/pathology/i/*-i_n-egg.egg')\n",
    "u = glob('D:/projects/voice_pathology_ai/voice_data/fusion_egg/pathology/u/*-u_n-egg.egg')\n",
    "\n",
    "\n",
    "#phrase로 dict를 만들고 그 안에 path를 담은 리스트를 넣기.\n",
    "pathology_new_dict = {}\n",
    "for text in phrase:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    pathology_new_dict[text_parse]= [text,]\n",
    "\n",
    "for text in a:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    try:\n",
    "        pathology_new_dict[text_parse].append(text)\n",
    "    except:\n",
    "        print(text_parse,\"key error\")\n",
    "\n",
    "for text in i:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    try:\n",
    "        pathology_new_dict[text_parse].append(text)\n",
    "    except:\n",
    "        print(text_parse,\"key error\")\n",
    "\n",
    "        \n",
    "for text in u:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    try:\n",
    "        pathology_new_dict[text_parse].append(text)\n",
    "    except:\n",
    "        print(text_parse,\"key error\")\n",
    "        \n",
    "\n",
    "print(len(pathology_new_dict))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "f31d71f5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "key : 2611\n"
     ]
    }
   ],
   "source": [
    "from glob import glob\n",
    "import shutil\n",
    "\n",
    "#pathology 데이터 옮기기\n",
    "for key in pathology_new_dict:\n",
    "    \n",
    "    try:\n",
    "        phrase_name=pathology_new_dict[key][0].split('\\\\')[-1].split('-')[0]+'-phrase.egg'\n",
    "        to_phrase = 'D:/projects/voice_pathology_ai/voice_data/fusion_egg2/pathology/phrase/'\n",
    "\n",
    "        a_name=pathology_new_dict[key][1].split('\\\\')[-1].split('-')[0]+'-a_n.egg'\n",
    "        to_a = 'D:/projects/voice_pathology_ai/voice_data/fusion_egg2/pathology/a/'\n",
    "\n",
    "        i_name=pathology_new_dict[key][2].split('\\\\')[-1].split('-')[0]+'-i_n.egg'\n",
    "        to_i = 'D:/projects/voice_pathology_ai/voice_data/fusion_egg2/pathology/i/'\n",
    "\n",
    "        u_name=pathology_new_dict[key][3].split('\\\\')[-1].split('-')[0]+'-u_n.egg'\n",
    "        to_u = 'D:/projects/voice_pathology_ai/voice_data/fusion_egg2/pathology/u/'\n",
    "\n",
    "        shutil.copy(pathology_new_dict[key][0],to_phrase+phrase_name) #phrase\n",
    "        shutil.copy(pathology_new_dict[key][2],to_i+i_name) #i\n",
    "        shutil.copy(pathology_new_dict[key][1],to_a+a_name) #a\n",
    "        shutil.copy(pathology_new_dict[key][3],to_u+u_name) #u\n",
    "    except:\n",
    "        print(\"key :\", key)\n",
    "        continue\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "6f5552d9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1925 key error\n",
      "1926 key error\n",
      "1947 key error\n",
      "1995 key error\n",
      "1996 key error\n",
      "2018 key error\n",
      "2036 key error\n",
      "2037 key error\n",
      "2038 key error\n",
      "2039 key error\n",
      "2040 key error\n",
      "2041 key error\n",
      "2042 key error\n",
      "2043 key error\n",
      "2044 key error\n",
      "2045 key error\n",
      "2046 key error\n",
      "2047 key error\n",
      "2048 key error\n",
      "2049 key error\n",
      "2050 key error\n",
      "2051 key error\n",
      "2052 key error\n",
      "2053 key error\n",
      "2054 key error\n",
      "2162 key error\n",
      "2163 key error\n",
      "2164 key error\n",
      "2165 key error\n",
      "2166 key error\n",
      "2167 key error\n",
      "2168 key error\n",
      "2169 key error\n",
      "2170 key error\n",
      "2171 key error\n",
      "2172 key error\n",
      "2173 key error\n",
      "2174 key error\n",
      "2175 key error\n",
      "2176 key error\n",
      "2177 key error\n",
      "2178 key error\n",
      "2179 key error\n",
      "2180 key error\n",
      "2181 key error\n",
      "2195 key error\n",
      "2196 key error\n",
      "2197 key error\n",
      "2198 key error\n",
      "2199 key error\n",
      "2200 key error\n",
      "2201 key error\n",
      "2202 key error\n",
      "1925 key error\n",
      "1926 key error\n",
      "1947 key error\n",
      "1995 key error\n",
      "1996 key error\n",
      "2018 key error\n",
      "2036 key error\n",
      "2037 key error\n",
      "2038 key error\n",
      "2039 key error\n",
      "2040 key error\n",
      "2041 key error\n",
      "2042 key error\n",
      "2043 key error\n",
      "2044 key error\n",
      "2045 key error\n",
      "2046 key error\n",
      "2047 key error\n",
      "2048 key error\n",
      "2049 key error\n",
      "2050 key error\n",
      "2051 key error\n",
      "2052 key error\n",
      "2053 key error\n",
      "2054 key error\n",
      "2162 key error\n",
      "2163 key error\n",
      "2164 key error\n",
      "2165 key error\n",
      "2166 key error\n",
      "2167 key error\n",
      "2168 key error\n",
      "2169 key error\n",
      "2170 key error\n",
      "2171 key error\n",
      "2172 key error\n",
      "2173 key error\n",
      "2174 key error\n",
      "2175 key error\n",
      "2176 key error\n",
      "2177 key error\n",
      "2178 key error\n",
      "2179 key error\n",
      "2180 key error\n",
      "2181 key error\n",
      "2195 key error\n",
      "2196 key error\n",
      "2197 key error\n",
      "2198 key error\n",
      "2199 key error\n",
      "2200 key error\n",
      "2201 key error\n",
      "2202 key error\n",
      "1925 key error\n",
      "1926 key error\n",
      "1947 key error\n",
      "1995 key error\n",
      "1996 key error\n",
      "2018 key error\n",
      "2036 key error\n",
      "2037 key error\n",
      "2038 key error\n",
      "2039 key error\n",
      "2040 key error\n",
      "2041 key error\n",
      "2042 key error\n",
      "2043 key error\n",
      "2044 key error\n",
      "2045 key error\n",
      "2046 key error\n",
      "2047 key error\n",
      "2048 key error\n",
      "2049 key error\n",
      "2050 key error\n",
      "2051 key error\n",
      "2052 key error\n",
      "2053 key error\n",
      "2054 key error\n",
      "2162 key error\n",
      "2163 key error\n",
      "2164 key error\n",
      "2165 key error\n",
      "2166 key error\n",
      "2167 key error\n",
      "2168 key error\n",
      "2169 key error\n",
      "2170 key error\n",
      "2171 key error\n",
      "2172 key error\n",
      "2173 key error\n",
      "2174 key error\n",
      "2175 key error\n",
      "2176 key error\n",
      "2177 key error\n",
      "2178 key error\n",
      "2179 key error\n",
      "2180 key error\n",
      "2181 key error\n",
      "2195 key error\n",
      "2196 key error\n",
      "2197 key error\n",
      "2198 key error\n",
      "2199 key error\n",
      "2200 key error\n",
      "2201 key error\n",
      "2202 key error\n",
      "634\n"
     ]
    }
   ],
   "source": [
    "#같은 healthy 찾는 코드\n",
    "from glob import glob\n",
    "import shutil\n",
    "\n",
    "phrase = glob('D:/projects/voice_pathology_ai/voice_data/fusion_egg/healthy/phrase/*-phrase-egg.egg')\n",
    "a = glob('D:/projects/voice_pathology_ai/voice_data/fusion_egg/healthy/a/*-a_n-egg.egg')\n",
    "i = glob('D:/projects/voice_pathology_ai/voice_data/fusion_egg/healthy/i/*-i_n-egg.egg')\n",
    "u = glob('D:/projects/voice_pathology_ai/voice_data/fusion_egg/healthy/u/*-u_n-egg.egg')\n",
    "\n",
    "\n",
    "#phrase로 dict를 만들고 그 안에 path를 담은 리스트를 넣기.\n",
    "pathology_new_dict = {}\n",
    "for text in phrase:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    pathology_new_dict[text_parse]= [text,]\n",
    "\n",
    "for text in a:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    try:\n",
    "        pathology_new_dict[text_parse].append(text)\n",
    "    except:\n",
    "        print(text_parse,\"key error\")\n",
    "\n",
    "for text in i:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    try:\n",
    "        pathology_new_dict[text_parse].append(text)\n",
    "    except:\n",
    "        print(text_parse,\"key error\")\n",
    "\n",
    "        \n",
    "for text in u:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    try:\n",
    "        pathology_new_dict[text_parse].append(text)\n",
    "    except:\n",
    "        print(text_parse,\"key error\")\n",
    "        \n",
    "\n",
    "print(len(pathology_new_dict))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "4c05bc38",
   "metadata": {},
   "outputs": [],
   "source": [
    "from glob import glob\n",
    "import shutil\n",
    "\n",
    "#healthy 데이터 옮기기\n",
    "for key in pathology_new_dict:\n",
    "    \n",
    "    try:\n",
    "        phrase_name=pathology_new_dict[key][0].split('\\\\')[-1].split('-')[0]+'-phrase.egg'\n",
    "        to_phrase = 'D:/projects/voice_pathology_ai/voice_data/fusion_egg2/healthy/phrase/'\n",
    "\n",
    "        a_name=pathology_new_dict[key][1].split('\\\\')[-1].split('-')[0]+'-a_n.egg'\n",
    "        to_a = 'D:/projects/voice_pathology_ai/voice_data/fusion_egg2/healthy/a/'\n",
    "\n",
    "        i_name=pathology_new_dict[key][2].split('\\\\')[-1].split('-')[0]+'-i_n.egg'\n",
    "        to_i = 'D:/projects/voice_pathology_ai/voice_data/fusion_egg2/healthy/i/'\n",
    "\n",
    "        u_name=pathology_new_dict[key][3].split('\\\\')[-1].split('-')[0]+'-u_n.egg'\n",
    "        to_u = 'D:/projects/voice_pathology_ai/voice_data/fusion_egg2/healthy/u/'\n",
    "\n",
    "        shutil.copy(pathology_new_dict[key][0],to_phrase+phrase_name) #phrase\n",
    "        shutil.copy(pathology_new_dict[key][2],to_i+i_name) #i\n",
    "        shutil.copy(pathology_new_dict[key][1],to_a+a_name) #a\n",
    "        shutil.copy(pathology_new_dict[key][3],to_u+u_name) #u\n",
    "    except:\n",
    "        print(\"key :\", key)\n",
    "        continue\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "4606a4f9",
   "metadata": {},
   "outputs": [],
   "source": [
    "path1=\"D:\\\\projects\\\\voice_pathology_ai\\\\voice_data\\\\fusion_egg\\\\healthy\\\\a\\\\1-a_n.wav\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "a100fb1d",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "'unzip'은(는) 내부 또는 외부 명령, 실행할 수 있는 프로그램, 또는\n",
      "배치 파일이 아닙니다.\n"
     ]
    }
   ],
   "source": [
    "!unzip D:\\\\projects\\\\voice_pathology_ai\\\\voice_data\\\\fusion_egg\\\\healthy\\\\a\\\\1-a_n.egg.egg."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "542ef9ba",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\miniconda3\\envs\\local_torch\\lib\\site-packages\\librosa\\core\\audio.py:165: UserWarning: PySoundFile failed. Trying audioread instead.\n",
      "  warnings.warn(\"PySoundFile failed. Trying audioread instead.\")\n"
     ]
    },
    {
     "ename": "NoBackendError",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mRuntimeError\u001b[0m                              Traceback (most recent call last)",
      "\u001b[1;32mD:\\miniconda3\\envs\\local_torch\\lib\\site-packages\\librosa\\core\\audio.py\u001b[0m in \u001b[0;36mload\u001b[1;34m(path, sr, mono, offset, duration, dtype, res_type)\u001b[0m\n\u001b[0;32m    148\u001b[0m     \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 149\u001b[1;33m         \u001b[1;32mwith\u001b[0m \u001b[0msf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mSoundFile\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0msf_desc\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    150\u001b[0m             \u001b[0msr_native\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0msf_desc\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msamplerate\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\miniconda3\\envs\\local_torch\\lib\\site-packages\\soundfile.py\u001b[0m in \u001b[0;36m__init__\u001b[1;34m(self, file, mode, samplerate, channels, subtype, endian, format, closefd)\u001b[0m\n\u001b[0;32m    628\u001b[0m                                          format, subtype, endian)\n\u001b[1;32m--> 629\u001b[1;33m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_file\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_open\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfile\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmode_int\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mclosefd\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    630\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mset\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmode\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0missuperset\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'r+'\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mand\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mseekable\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\miniconda3\\envs\\local_torch\\lib\\site-packages\\soundfile.py\u001b[0m in \u001b[0;36m_open\u001b[1;34m(self, file, mode_int, closefd)\u001b[0m\n\u001b[0;32m   1182\u001b[0m             \u001b[1;32mraise\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"Invalid file: {0!r}\"\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mname\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1183\u001b[1;33m         _error_check(_snd.sf_error(file_ptr),\n\u001b[0m\u001b[0;32m   1184\u001b[0m                      \"Error opening {0!r}: \".format(self.name))\n",
      "\u001b[1;32mD:\\miniconda3\\envs\\local_torch\\lib\\site-packages\\soundfile.py\u001b[0m in \u001b[0;36m_error_check\u001b[1;34m(err, prefix)\u001b[0m\n\u001b[0;32m   1356\u001b[0m         \u001b[0merr_str\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0m_snd\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msf_error_number\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0merr\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1357\u001b[1;33m         \u001b[1;32mraise\u001b[0m \u001b[0mRuntimeError\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mprefix\u001b[0m \u001b[1;33m+\u001b[0m \u001b[0m_ffi\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mstring\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0merr_str\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdecode\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'utf-8'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'replace'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1358\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mRuntimeError\u001b[0m: Error opening 'D:\\\\projects\\\\voice_pathology_ai\\\\voice_data\\\\fusion_egg\\\\healthy\\\\a\\\\1-a_n.wav': File contains data in an unknown format.",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "\u001b[1;31mNoBackendError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[1;32m~\\AppData\\Local\\Temp/ipykernel_5000/3078096372.py\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m     12\u001b[0m \u001b[1;31m#hop_length가 mfcc의 frame수를 결정한다.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     13\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 14\u001b[1;33m \u001b[0mlibrosa\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mload\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mpath1\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0msr\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m50000\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;32mD:\\miniconda3\\envs\\local_torch\\lib\\site-packages\\librosa\\core\\audio.py\u001b[0m in \u001b[0;36mload\u001b[1;34m(path, sr, mono, offset, duration, dtype, res_type)\u001b[0m\n\u001b[0;32m    164\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mstr\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mpathlib\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mPurePath\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    165\u001b[0m             \u001b[0mwarnings\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mwarn\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"PySoundFile failed. Trying audioread instead.\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 166\u001b[1;33m             \u001b[0my\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0msr_native\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0m__audioread_load\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0moffset\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mduration\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    167\u001b[0m         \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    168\u001b[0m             \u001b[1;32mraise\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mexc\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\miniconda3\\envs\\local_torch\\lib\\site-packages\\librosa\\core\\audio.py\u001b[0m in \u001b[0;36m__audioread_load\u001b[1;34m(path, offset, duration, dtype)\u001b[0m\n\u001b[0;32m    188\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    189\u001b[0m     \u001b[0my\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 190\u001b[1;33m     \u001b[1;32mwith\u001b[0m \u001b[0maudioread\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0maudio_open\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0minput_file\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    191\u001b[0m         \u001b[0msr_native\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0minput_file\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msamplerate\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    192\u001b[0m         \u001b[0mn_channels\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0minput_file\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mchannels\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\miniconda3\\envs\\local_torch\\lib\\site-packages\\audioread\\__init__.py\u001b[0m in \u001b[0;36maudio_open\u001b[1;34m(path, backends)\u001b[0m\n\u001b[0;32m    114\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    115\u001b[0m     \u001b[1;31m# All backends failed!\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 116\u001b[1;33m     \u001b[1;32mraise\u001b[0m \u001b[0mNoBackendError\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;31mNoBackendError\u001b[0m: "
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import librosa, librosa.display \n",
    "import matplotlib.pyplot as plt\n",
    "#window sizde : FFT를 할때 참조할 그래프 길이 ( 프레임 하나당 sample 수 )\n",
    "#자연어 처리에서는 25ms 사용. https://ahnjg.tistory.com/93\n",
    "#초당 50000hz 중 1250개씩 윈도우 사이즈로 사용.\n",
    "sr=50000\n",
    "win_length =  np.int64(50000/40) # 1250\n",
    "n_fft= win_length # WINDOWS SIZE중 사용할 길이. WINDOW SIZE가 넘어가면 나머지 것들은 zero padding\n",
    "hop_length= np.int64( np.ceil(win_length/4) ) #  얼마만큼 시간 주기(sample)를 이동하면서 분석을 할 것인지. 일반적으로 window size의 1/4\n",
    "#또는 10ms만큼으로 한다고 한다.\n",
    "#hop_length가 mfcc의 frame수를 결정한다.\n",
    "\n",
    "librosa.load(path1, sr=50000)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1dfc6fef",
   "metadata": {},
   "source": [
    "# organics fusion set\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "621fed76",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1925 key error\n",
      "1926 key error\n",
      "1947 key error\n",
      "1995 key error\n",
      "1996 key error\n",
      "2018 key error\n",
      "2036 key error\n",
      "2037 key error\n",
      "2038 key error\n",
      "2039 key error\n",
      "2040 key error\n",
      "2041 key error\n",
      "2042 key error\n",
      "2043 key error\n",
      "2044 key error\n",
      "2045 key error\n",
      "2046 key error\n",
      "2047 key error\n",
      "2048 key error\n",
      "2049 key error\n",
      "2050 key error\n",
      "2051 key error\n",
      "2052 key error\n",
      "2053 key error\n",
      "2054 key error\n",
      "2162 key error\n",
      "2163 key error\n",
      "2164 key error\n",
      "2165 key error\n",
      "2166 key error\n",
      "2167 key error\n",
      "2168 key error\n",
      "2169 key error\n",
      "2170 key error\n",
      "2171 key error\n",
      "2172 key error\n",
      "2173 key error\n",
      "2174 key error\n",
      "2175 key error\n",
      "2176 key error\n",
      "2177 key error\n",
      "2178 key error\n",
      "2179 key error\n",
      "2180 key error\n",
      "2181 key error\n",
      "2195 key error\n",
      "2196 key error\n",
      "2197 key error\n",
      "2198 key error\n",
      "2199 key error\n",
      "2200 key error\n",
      "2201 key error\n",
      "2202 key error\n",
      "1925 key error\n",
      "1926 key error\n",
      "1947 key error\n",
      "1995 key error\n",
      "1996 key error\n",
      "2018 key error\n",
      "2036 key error\n",
      "2037 key error\n",
      "2038 key error\n",
      "2039 key error\n",
      "2040 key error\n",
      "2041 key error\n",
      "2042 key error\n",
      "2043 key error\n",
      "2044 key error\n",
      "2045 key error\n",
      "2046 key error\n",
      "2047 key error\n",
      "2048 key error\n",
      "2049 key error\n",
      "2050 key error\n",
      "2051 key error\n",
      "2052 key error\n",
      "2053 key error\n",
      "2054 key error\n",
      "2162 key error\n",
      "2163 key error\n",
      "2164 key error\n",
      "2165 key error\n",
      "2166 key error\n",
      "2167 key error\n",
      "2168 key error\n",
      "2169 key error\n",
      "2170 key error\n",
      "2171 key error\n",
      "2172 key error\n",
      "2173 key error\n",
      "2174 key error\n",
      "2175 key error\n",
      "2176 key error\n",
      "2177 key error\n",
      "2178 key error\n",
      "2179 key error\n",
      "2180 key error\n",
      "2181 key error\n",
      "2195 key error\n",
      "2196 key error\n",
      "2197 key error\n",
      "2198 key error\n",
      "2199 key error\n",
      "2200 key error\n",
      "2201 key error\n",
      "2202 key error\n",
      "1925 key error\n",
      "1926 key error\n",
      "1947 key error\n",
      "1995 key error\n",
      "1996 key error\n",
      "2018 key error\n",
      "2036 key error\n",
      "2037 key error\n",
      "2038 key error\n",
      "2039 key error\n",
      "2040 key error\n",
      "2041 key error\n",
      "2042 key error\n",
      "2043 key error\n",
      "2044 key error\n",
      "2045 key error\n",
      "2046 key error\n",
      "2047 key error\n",
      "2048 key error\n",
      "2049 key error\n",
      "2050 key error\n",
      "2051 key error\n",
      "2052 key error\n",
      "2053 key error\n",
      "2054 key error\n",
      "2162 key error\n",
      "2163 key error\n",
      "2164 key error\n",
      "2165 key error\n",
      "2166 key error\n",
      "2167 key error\n",
      "2168 key error\n",
      "2169 key error\n",
      "2170 key error\n",
      "2171 key error\n",
      "2172 key error\n",
      "2173 key error\n",
      "2174 key error\n",
      "2175 key error\n",
      "2176 key error\n",
      "2177 key error\n",
      "2178 key error\n",
      "2179 key error\n",
      "2180 key error\n",
      "2181 key error\n",
      "2195 key error\n",
      "2196 key error\n",
      "2197 key error\n",
      "2198 key error\n",
      "2199 key error\n",
      "2200 key error\n",
      "2201 key error\n",
      "2202 key error\n",
      "634\n"
     ]
    }
   ],
   "source": [
    "#같은 healthy 환자 찾는 코드\n",
    "from glob import glob\n",
    "import shutil\n",
    "\n",
    "phrase = glob('D:/project/voice_pathology_ai/voice_data/organics/healthy/phrase/*-phrase.wav')\n",
    "a = glob('D:/project/voice_pathology_ai/voice_data/organics/healthy/a/*-a_n.wav')\n",
    "i = glob('D:/project/voice_pathology_ai/voice_data/organics/healthy/i/*-i_n.wav')\n",
    "u = glob('D:/project/voice_pathology_ai/voice_data/organics/healthy/u/*-u_n.wav')\n",
    "\n",
    "\n",
    "#phrase로 dict를 만들고 그 안에 path를 담은 리스트를 넣기.\n",
    "healthy_dict = {}\n",
    "for text in phrase:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    healthy_dict[text_parse]= [text,]\n",
    "\n",
    "for text in a:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    try:\n",
    "        healthy_dict[text_parse].append(text)\n",
    "    except:\n",
    "        print(text_parse,\"key error\")\n",
    "\n",
    "for text in i:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    try:\n",
    "        healthy_dict[text_parse].append(text)\n",
    "    except:\n",
    "        print(text_parse,\"key error\")\n",
    "\n",
    "        \n",
    "for text in u:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    try:\n",
    "        healthy_dict[text_parse].append(text)\n",
    "    except:\n",
    "        print(text_parse,\"key error\")\n",
    "        \n",
    "\n",
    "print(len(healthy_dict))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "7e815d48",
   "metadata": {},
   "outputs": [],
   "source": [
    "from glob import glob\n",
    "import shutil\n",
    "\n",
    "#healthy데이터 옮기기\n",
    "for key in healthy_dict:\n",
    "    \n",
    "    try:\n",
    "        phrase_name=healthy_dict[key][0].split('\\\\')[-1].split('-')[0]+'-phrase.wav'\n",
    "        to_phrase = 'D:/project/voice_pathology_ai/voice_data/organics_fusion/healthy/phrase/'\n",
    "\n",
    "        a_name=healthy_dict[key][1].split('\\\\')[-1].split('-')[0]+'-a_n.wav'\n",
    "        to_a = 'D:/project/voice_pathology_ai/voice_data/organics_fusion/healthy/a/'\n",
    "\n",
    "        i_name=healthy_dict[key][2].split('\\\\')[-1].split('-')[0]+'-i_n.wav'\n",
    "        to_i = 'D:/project/voice_pathology_ai/voice_data/organics_fusion/healthy/i/'\n",
    "\n",
    "        u_name=healthy_dict[key][3].split('\\\\')[-1].split('-')[0]+'-u_n.wav'\n",
    "        to_u = 'D:/project/voice_pathology_ai/voice_data/organics_fusion/healthy/u/'\n",
    "\n",
    "        shutil.copy(healthy_dict[key][0],to_phrase+phrase_name) #phrase\n",
    "        shutil.copy(healthy_dict[key][1],to_a+a_name) #a\n",
    "        shutil.copy(healthy_dict[key][2],to_i+i_name) #i\n",
    "        shutil.copy(healthy_dict[key][3],to_u+u_name) #u\n",
    "    except:\n",
    "        print(\"error. key :\", key)\n",
    "        continue\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "15c21f8a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "597\n"
     ]
    }
   ],
   "source": [
    "#같은 환자 찾는 코드\n",
    "from glob import glob\n",
    "import shutil\n",
    "\n",
    "phrase = glob('D:/project/voice_pathology_ai/voice_data/organics/pathology/phrase/*-phrase.wav')\n",
    "a = glob('D:/project/voice_pathology_ai/voice_data/organics/pathology/a/*-a_n.wav')\n",
    "i = glob('D:/project/voice_pathology_ai/voice_data/organics/pathology/i/*-i_n.wav')\n",
    "u = glob('D:/project/voice_pathology_ai/voice_data/organics/pathology/u/*-u_n.wav')\n",
    "\n",
    "\n",
    "\n",
    "#phrase로 dict를 만들고 그 안에 path를 담은 리스트를 넣기.\n",
    "pathology_new_dict = {}\n",
    "for text in phrase:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    pathology_new_dict[text_parse]= [text,]\n",
    "\n",
    "for text in a:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    try:\n",
    "        pathology_new_dict[text_parse].append(text)\n",
    "    except:\n",
    "        print(text_parse,\"key error\")\n",
    "\n",
    "for text in i:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    try:\n",
    "        pathology_new_dict[text_parse].append(text)\n",
    "    except:\n",
    "        print(text_parse,\"key error\")\n",
    "\n",
    "        \n",
    "for text in u:\n",
    "    text_parse = text.split('\\\\')[-1].split('-')[0]\n",
    "    try:\n",
    "        pathology_new_dict[text_parse].append(text)\n",
    "    except:\n",
    "        print(text_parse,\"key error\")\n",
    "        \n",
    "\n",
    "print(len(pathology_new_dict))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "881c349f",
   "metadata": {},
   "outputs": [],
   "source": [
    "from glob import glob\n",
    "import shutil\n",
    "\n",
    "#healthy데이터 옮기기\n",
    "for key in pathology_new_dict:\n",
    "    \n",
    "    try:\n",
    "        phrase_name=pathology_new_dict[key][0].split('\\\\')[-1].split('-')[0]+'-phrase.wav'\n",
    "        to_phrase = 'D:/project/voice_pathology_ai/voice_data/organics_fusion/pathology/phrase/'\n",
    "\n",
    "        a_name=pathology_new_dict[key][1].split('\\\\')[-1].split('-')[0]+'-a_n.wav'\n",
    "        to_a = 'D:/project/voice_pathology_ai/voice_data/organics_fusion/pathology/a/'\n",
    "\n",
    "        i_name=pathology_new_dict[key][2].split('\\\\')[-1].split('-')[0]+'-i_n.wav'\n",
    "        to_i = 'D:/project/voice_pathology_ai/voice_data/organics_fusion/pathology/i/'\n",
    "\n",
    "        u_name=pathology_new_dict[key][3].split('\\\\')[-1].split('-')[0]+'-u_n.wav'\n",
    "        to_u = 'D:/project/voice_pathology_ai/voice_data/organics_fusion/pathology/u/'\n",
    "\n",
    "        shutil.copy(pathology_new_dict[key][0],to_phrase+phrase_name) #phrase\n",
    "        shutil.copy(pathology_new_dict[key][1],to_a+a_name) #a\n",
    "        shutil.copy(pathology_new_dict[key][2],to_i+i_name) #i\n",
    "        shutil.copy(pathology_new_dict[key][3],to_u+u_name) #u\n",
    "    except:\n",
    "        print(\"error key :\", key)\n",
    "        continue\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "21ba9c16",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1a4753c8",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
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