halfLife_fintune_preprocess.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "ffbd75a0-2134-4342-a898-94df2529dfaa",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import os\n",
    "import pathlib\n",
    "from pathlib import Path\n",
    "from glob import glob\n",
    "import csv\n",
    "import IPython\n",
    "\n",
    "import librosa\n",
    "import pandas as pd\n",
    "import torchaudio\n",
    "\n",
    "dubbingPath = \"HLKv21/애드온/한국어 더빙/\"\n",
    "dubbingDetailTxt = \"HLKv21/애드온/한국어 더빙/sentences.txt\"\n",
    "subtitleDetailTxt = \"HLKv21/valve/captionmod/dictionary_koreana.txt\"\n",
    "dubSubDictionaryPath = \"HLKv21/valve/captionmod/dictionary.csv\"\n",
    "\n",
    "save_dir = \"resample\"\n",
    "working_dir = \"halfLife\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "4bbbef67-7826-462a-a6cd-1ef98a909fdc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[0K\n",
      "ERROR: Download failed for 'https://mega.nz/#!QthmmB6L!Nr5zK9iMTtLlVLvFP5w-tLwJIQzpS-eezGMY0Y7AGDc': Can't open local file /home/user/code/jupyter/tts/HLKv21.zip for writing: Error opening file “/home/user/code/jupyter/tts/HLKv21.zip”: File exists\n",
      "Archive:  HLKv21.zip\n",
      "replace HLKv21/metahook.exe? [y]es, [n]o, [A]ll, [N]one, [r]ename: ^C\n",
      "unzip:  cannot find or open HLKv21/애드온/한국어 더빙.zip, HLKv21/애드온/한국어 더빙.zip.zip or HLKv21/애드온/한국어 더빙.zip.ZIP.\n"
     ]
    }
   ],
   "source": [
    "# download half life data\n",
    "# https://bbs.ruliweb.com/news/board/1003/read/1962882\n",
    "!sudo apt-get install megatools\n",
    "!megadl 'https://mega.nz/#!QthmmB6L!Nr5zK9iMTtLlVLvFP5w-tLwJIQzpS-eezGMY0Y7AGDc'\n",
    "!unzip -O cp949 \"HLKv21.zip\" -d \"HLKv21/\"\n",
    "!unzip -O cp949 \"HLKv21/애드온/한국어 더빙.zip\" -d \"HLKv212/애드온/한국어 더빙\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1b76f8aa-33fa-4586-be7f-d409fbfdb296",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "986\n"
     ]
    }
   ],
   "source": [
    "# read subtitle\n",
    "with open(subtitleDetailTxt, encoding=\"utf-16\") as f:\n",
    "    lines = f.readlines()\n",
    "\n",
    "lines = [line for line in lines if line.count('\"') == 4]  # line include four '\"'\n",
    "subtitleDict = dict()\n",
    "for line in lines:\n",
    "    item = line.split('\"')\n",
    "    itemId = item[1].strip().lower()\n",
    "\n",
    "    sub = item[3]\n",
    "    sub = sub.replace(\"\\\\n\", \" \")\n",
    "    sub = sub.replace(\"…\", \".\")\n",
    "    sub = \" \".join(sub.split())  # remove duplicate space\n",
    "    sub = sub.strip()\n",
    "    if sub == \"\":\n",
    "        continue  # skip empty\n",
    "\n",
    "    subtitleDict[itemId] = sub\n",
    "\n",
    "len(subtitleDict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "850ca26c-4889-4a6f-aab6-931aa5592c29",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# read dub\n",
    "dubPathDict = dict()\n",
    "\n",
    "# make dict using dubbing sentences.txt\n",
    "with open(dubbingDetailTxt) as f:\n",
    "    lines = f.readlines()\n",
    "    lines = [line for line in lines if line.count(\"/\") == 1]\n",
    "\n",
    "    for line in lines:\n",
    "        line = line.strip().lower()\n",
    "        item = line.split(\" \", 1)\n",
    "        itemID = item[0]\n",
    "        path = item[1] + \".wav\"\n",
    "        if os.path.exists(dubbingPath + path):\n",
    "            dubPathDict[itemID] = dubbingPath + path\n",
    "\n",
    "\n",
    "# make dict using file name\n",
    "dubPathList = glob(dubbingPath + \"**/*.wav\", recursive=True)\n",
    "for item in dubPathList:\n",
    "    dubPathDict[pathlib.Path(item).stem] = item  # only file name\n",
    "for item in dubPathList:\n",
    "    dubPathDict[item.replace(dubbingPath, \"\")] = item  # without basepath"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "b5e4e539-cefd-4850-8780-4991c5ba5644",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/user/anaconda3/envs/tts/lib/python3.7/site-packages/ipykernel_launcher.py:15: FutureWarning: The default value of regex will change from True to False in a future version. In addition, single character regular expressions will *not* be treated as literal strings when regex=True.\n",
      "  from ipykernel import kernelapp as app\n"
     ]
    },
    {
     "data": {
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       "<div>\n",
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       "    .dataframe tbody tr th:only-of-type {\n",
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       "    .dataframe thead th {\n",
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dubID</th>\n",
       "      <th>subID</th>\n",
       "      <th>subText</th>\n",
       "      <th>dubPath</th>\n",
       "      <th>dubPathShort</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>holo/tr_holo_intro.wav</td>\n",
       "      <td>halflife_holo_intro</td>\n",
       "      <td>안녕하십니까, 블랙 메사 재난 예방 훈련에 오신 것을 환영합니다. 이 곳에서 보호복...</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/holo/tr_holo_intro.wav</td>\n",
       "      <td>holo/tr_holo_intro.wav</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>holo/tr_holo_button.wav</td>\n",
       "      <td>halflife_holo_button</td>\n",
       "      <td>이런 버튼이 나타나면 눌러보십시오, 그럼 제가 나와서 동작 시범을 보이겠습니다.</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/holo/tr_holo_button.wav</td>\n",
       "      <td>holo/tr_holo_button.wav</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>holo/tr_holo_move.wav</td>\n",
       "      <td>halflife_holo_move</td>\n",
       "      <td>HEV 보호복을 입고 이동하면, 처음에는 약간 방향감각을 잃을 수도 있습니다. 잠시...</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/holo/tr_holo_move.wav</td>\n",
       "      <td>holo/tr_holo_move.wav</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>tride/c0a0_tr_gmorn.wav</td>\n",
       "      <td>halflife_c0a0_tr_goodmorn</td>\n",
       "      <td>안녕하십니까, 블랙 메사 운송 시스템을 사용해 주셔서 감사합니다. 이 자동 기차는 ...</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/tride/c0a0_tr_gmorn.wav</td>\n",
       "      <td>tride/c0a0_tr_gmorn.wav</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>tride/c0a0_tr_time.wav</td>\n",
       "      <td>halflife_c0a0_tr_time</td>\n",
       "      <td>현재 시간은 오전 8시 47분입니다. 현재 상층 온도는 섭씨 34도입니다. 예상 최...</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/tride/c0a0_tr_time.wav</td>\n",
       "      <td>tride/c0a0_tr_time.wav</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>966</th>\n",
       "      <td>tr_b</td>\n",
       "      <td>tr_b</td>\n",
       "      <td>타겟 시스템 작동 중지됨.</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/sentences/tr_b.wav</td>\n",
       "      <td>sentences/tr_b.wav</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>967</th>\n",
       "      <td>we0</td>\n",
       "      <td>we0</td>\n",
       "      <td>경고. 고압 케이블.</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/sentences/we0.wav</td>\n",
       "      <td>sentences/we0.wav</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>968</th>\n",
       "      <td>we1</td>\n",
       "      <td>we1</td>\n",
       "      <td>경고. 고압 전원 케이블.</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/sentences/we1.wav</td>\n",
       "      <td>sentences/we1.wav</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>969</th>\n",
       "      <td>we2</td>\n",
       "      <td>we2</td>\n",
       "      <td>경고. 감전 위험.</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/sentences/we2.wav</td>\n",
       "      <td>sentences/we2.wav</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>970</th>\n",
       "      <td>we3</td>\n",
       "      <td>we3</td>\n",
       "      <td>경고. 고압 감전 위험.</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/sentences/we3.wav</td>\n",
       "      <td>sentences/we3.wav</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>884 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                       dubID                      subID  \\\n",
       "2     holo/tr_holo_intro.wav        halflife_holo_intro   \n",
       "3    holo/tr_holo_button.wav       halflife_holo_button   \n",
       "4      holo/tr_holo_move.wav         halflife_holo_move   \n",
       "11   tride/c0a0_tr_gmorn.wav  halflife_c0a0_tr_goodmorn   \n",
       "12    tride/c0a0_tr_time.wav      halflife_c0a0_tr_time   \n",
       "..                       ...                        ...   \n",
       "966                     tr_b                       tr_b   \n",
       "967                      we0                        we0   \n",
       "968                      we1                        we1   \n",
       "969                      we2                        we2   \n",
       "970                      we3                        we3   \n",
       "\n",
       "                                               subText  \\\n",
       "2    안녕하십니까, 블랙 메사 재난 예방 훈련에 오신 것을 환영합니다. 이 곳에서 보호복...   \n",
       "3         이런 버튼이 나타나면 눌러보십시오, 그럼 제가 나와서 동작 시범을 보이겠습니다.   \n",
       "4    HEV 보호복을 입고 이동하면, 처음에는 약간 방향감각을 잃을 수도 있습니다. 잠시...   \n",
       "11   안녕하십니까, 블랙 메사 운송 시스템을 사용해 주셔서 감사합니다. 이 자동 기차는 ...   \n",
       "12   현재 시간은 오전 8시 47분입니다. 현재 상층 온도는 섭씨 34도입니다. 예상 최...   \n",
       "..                                                 ...   \n",
       "966                                     타겟 시스템 작동 중지됨.   \n",
       "967                                        경고. 고압 케이블.   \n",
       "968                                     경고. 고압 전원 케이블.   \n",
       "969                                         경고. 감전 위험.   \n",
       "970                                      경고. 고압 감전 위험.   \n",
       "\n",
       "                                       dubPath             dubPathShort  \n",
       "2     HLKv21/애드온/한국어 더빙/holo/tr_holo_intro.wav   holo/tr_holo_intro.wav  \n",
       "3    HLKv21/애드온/한국어 더빙/holo/tr_holo_button.wav  holo/tr_holo_button.wav  \n",
       "4      HLKv21/애드온/한국어 더빙/holo/tr_holo_move.wav    holo/tr_holo_move.wav  \n",
       "11   HLKv21/애드온/한국어 더빙/tride/c0a0_tr_gmorn.wav  tride/c0a0_tr_gmorn.wav  \n",
       "12    HLKv21/애드온/한국어 더빙/tride/c0a0_tr_time.wav   tride/c0a0_tr_time.wav  \n",
       "..                                         ...                      ...  \n",
       "966       HLKv21/애드온/한국어 더빙/sentences/tr_b.wav       sentences/tr_b.wav  \n",
       "967        HLKv21/애드온/한국어 더빙/sentences/we0.wav        sentences/we0.wav  \n",
       "968        HLKv21/애드온/한국어 더빙/sentences/we1.wav        sentences/we1.wav  \n",
       "969        HLKv21/애드온/한국어 더빙/sentences/we2.wav        sentences/we2.wav  \n",
       "970        HLKv21/애드온/한국어 더빙/sentences/we3.wav        sentences/we3.wav  \n",
       "\n",
       "[884 rows x 5 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# read dictionary\n",
    "df = pd.read_csv(\n",
    "    dubSubDictionaryPath,\n",
    "    encoding=\"unicode_escape\",\n",
    "    usecols=[0, 1],\n",
    "    names=[\"dubID\", \"subID\"],\n",
    ")\n",
    "df = df.dropna()  # drop nan\n",
    "df = df.applymap(str.lower)  # all lowercase\n",
    "df = df[df[\"subID\"].str.contains(\"#\")]  # filter only include #\n",
    "df[\"subID\"] = df[\"subID\"].str.replace(\"#\", \"\")  # remove #\n",
    "\n",
    "# add subText\n",
    "df[\"subText\"] = df[\"subID\"].map(subtitleDict)\n",
    "df = df.dropna()  # drop nan\n",
    "\n",
    "# add dubPath\n",
    "df[\"dubID\"] = df[\"dubID\"].str.replace(\"*\", \"\")  # remove #\n",
    "df[\"dubPath\"] = df[\"dubID\"].map(dubPathDict)\n",
    "df[\"dubPathShort\"] = df[\"dubPath\"].str.replace(dubbingPath, \"\")  # remove #\n",
    "\n",
    "df = df.dropna()  # drop nan\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "9c943df3-d5a3-4252-a0bb-ca96d5af2353",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dubID</th>\n",
       "      <th>subID</th>\n",
       "      <th>subText</th>\n",
       "      <th>dubPath</th>\n",
       "      <th>dubPathShort</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>scientist/c1a0_sci_bigday.wav</td>\n",
       "      <td>c1a0_sci_bigday</td>\n",
       "      <td>오늘은 중요한 날이야, 프리맨.</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/scientist/c1a0_sci_bigday.wav</td>\n",
       "      <td>scientist/c1a0_sci_bigday.wav</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>scientist/c1a0_sci_getaway.wav</td>\n",
       "      <td>c1a0_sci_getaway</td>\n",
       "      <td>저리 비켜주게 프리맨. 곧 중요한 메시지가 올 거야.</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/scientist/c1a0_sci_getaway.wav</td>\n",
       "      <td>scientist/c1a0_sci_getaway.wav</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>scientist/c1a0_sci_gm.wav</td>\n",
       "      <td>c1a0_sci_gm</td>\n",
       "      <td>안녕, 고든.</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/scientist/c1a0_sci_gm.wav</td>\n",
       "      <td>scientist/c1a0_sci_gm.wav</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>scientist/c1a0_sci_gm1.wav</td>\n",
       "      <td>c1a0_sci_gm1</td>\n",
       "      <td>안녕, 고든.</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/scientist/c1a0_sci_gm1.wav</td>\n",
       "      <td>scientist/c1a0_sci_gm1.wav</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>scientist/c1a0_sci_itsyou.wav</td>\n",
       "      <td>c1a0_sci_itsyou</td>\n",
       "      <td>아! 자네군. 난 또 행정부서 직원인 줄 알았지. 오늘 아침에는 온통 행정 직원들만...</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/scientist/c1a0_sci_itsyou.wav</td>\n",
       "      <td>scientist/c1a0_sci_itsyou.wav</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>704</th>\n",
       "      <td>sc_scared0</td>\n",
       "      <td>sc_scared0</td>\n",
       "      <td>아니, 뭐 하는 겁니까?</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/scientist/whatyoudoing.wav</td>\n",
       "      <td>scientist/whatyoudoing.wav</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>705</th>\n",
       "      <td>sc_scared1</td>\n",
       "      <td>sc_scared1</td>\n",
       "      <td>그만둬! 그자는 동료야!</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/scientist/stopattacking.wav</td>\n",
       "      <td>scientist/stopattacking.wav</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>706</th>\n",
       "      <td>sc_scared2</td>\n",
       "      <td>sc_scared2</td>\n",
       "      <td>자네 미쳤나? 그만 쏘라고!</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/scientist/youinsane.wav</td>\n",
       "      <td>scientist/youinsane.wav</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>707</th>\n",
       "      <td>sc_letyouin</td>\n",
       "      <td>sc_letyouin</td>\n",
       "      <td>조금만 기다리면 당신을 안으로 들어오게 하겠소.</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/scientist/letyouin.wav</td>\n",
       "      <td>scientist/letyouin.wav</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>708</th>\n",
       "      <td>sc_overhere</td>\n",
       "      <td>sc_overhere</td>\n",
       "      <td>잠깐! 여기야!</td>\n",
       "      <td>HLKv21/애드온/한국어 더빙/scientist/overhere.wav</td>\n",
       "      <td>scientist/overhere.wav</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>271 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                              dubID             subID  \\\n",
       "186   scientist/c1a0_sci_bigday.wav   c1a0_sci_bigday   \n",
       "187  scientist/c1a0_sci_getaway.wav  c1a0_sci_getaway   \n",
       "188       scientist/c1a0_sci_gm.wav       c1a0_sci_gm   \n",
       "189      scientist/c1a0_sci_gm1.wav      c1a0_sci_gm1   \n",
       "190   scientist/c1a0_sci_itsyou.wav   c1a0_sci_itsyou   \n",
       "..                              ...               ...   \n",
       "704                      sc_scared0        sc_scared0   \n",
       "705                      sc_scared1        sc_scared1   \n",
       "706                      sc_scared2        sc_scared2   \n",
       "707                     sc_letyouin       sc_letyouin   \n",
       "708                     sc_overhere       sc_overhere   \n",
       "\n",
       "                                               subText  \\\n",
       "186                                  오늘은 중요한 날이야, 프리맨.   \n",
       "187                      저리 비켜주게 프리맨. 곧 중요한 메시지가 올 거야.   \n",
       "188                                            안녕, 고든.   \n",
       "189                                            안녕, 고든.   \n",
       "190  아! 자네군. 난 또 행정부서 직원인 줄 알았지. 오늘 아침에는 온통 행정 직원들만...   \n",
       "..                                                 ...   \n",
       "704                                      아니, 뭐 하는 겁니까?   \n",
       "705                                      그만둬! 그자는 동료야!   \n",
       "706                                    자네 미쳤나? 그만 쏘라고!   \n",
       "707                         조금만 기다리면 당신을 안으로 들어오게 하겠소.   \n",
       "708                                           잠깐! 여기야!   \n",
       "\n",
       "                                              dubPath  \\\n",
       "186   HLKv21/애드온/한국어 더빙/scientist/c1a0_sci_bigday.wav   \n",
       "187  HLKv21/애드온/한국어 더빙/scientist/c1a0_sci_getaway.wav   \n",
       "188       HLKv21/애드온/한국어 더빙/scientist/c1a0_sci_gm.wav   \n",
       "189      HLKv21/애드온/한국어 더빙/scientist/c1a0_sci_gm1.wav   \n",
       "190   HLKv21/애드온/한국어 더빙/scientist/c1a0_sci_itsyou.wav   \n",
       "..                                                ...   \n",
       "704      HLKv21/애드온/한국어 더빙/scientist/whatyoudoing.wav   \n",
       "705     HLKv21/애드온/한국어 더빙/scientist/stopattacking.wav   \n",
       "706         HLKv21/애드온/한국어 더빙/scientist/youinsane.wav   \n",
       "707          HLKv21/애드온/한국어 더빙/scientist/letyouin.wav   \n",
       "708          HLKv21/애드온/한국어 더빙/scientist/overhere.wav   \n",
       "\n",
       "                       dubPathShort  \n",
       "186   scientist/c1a0_sci_bigday.wav  \n",
       "187  scientist/c1a0_sci_getaway.wav  \n",
       "188       scientist/c1a0_sci_gm.wav  \n",
       "189      scientist/c1a0_sci_gm1.wav  \n",
       "190   scientist/c1a0_sci_itsyou.wav  \n",
       "..                              ...  \n",
       "704      scientist/whatyoudoing.wav  \n",
       "705     scientist/stopattacking.wav  \n",
       "706         scientist/youinsane.wav  \n",
       "707          scientist/letyouin.wav  \n",
       "708          scientist/overhere.wav  \n",
       "\n",
       "[271 rows x 5 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# filter, only scientist speaker voice\n",
    "df = df[df[\"dubPath\"].str.contains(\"scientist\")]\n",
    "\n",
    "# remove too long wav because of out of memory\n",
    "df = df[df.apply(lambda x: librosa.get_duration(filename=x[\"dubPath\"]) < 15, axis=1)]\n",
    "\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "c83dafd7-6898-4c2e-9d64-6d9b726a93fa",
   "metadata": {},
   "outputs": [],
   "source": [
    "# resample\n",
    "#save resample audio\n",
    "target_rate = 22050\n",
    "for index, row in df.iterrows():\n",
    "    savePath = os.path.join(\n",
    "        save_dir, working_dir, \"wavs\", Path(row[\"dubPath\"]).stem + \".wav\"\n",
    "    )\n",
    "    speech_array, sample_rate = torchaudio.load(row[\"dubPath\"])\n",
    "    speech_array = torchaudio.functional.resample(\n",
    "        speech_array, sample_rate, target_rate\n",
    "    )\n",
    "    os.makedirs(os.path.dirname(savePath), exist_ok=True)\n",
    "    torchaudio.save(savePath, speech_array, target_rate)\n",
    "\n",
    "#save csv\n",
    "os.makedirs(os.path.dirname(savePath), exist_ok=True)\n",
    "with open(\n",
    "    os.path.join(save_dir, working_dir, \"metadata.csv\"), \"w\", encoding=\"utf-8\"\n",
    ") as file:\n",
    "    wr = csv.writer(file, delimiter=\"|\")\n",
    "    for index, row in df.iterrows():\n",
    "        lineSplit = line.split(\" \", 1)\n",
    "        file_name = os.path.join(\"wavs\", Path(row[\"dubPath\"]).stem + \".wav\")\n",
    "        text = row[\"subText\"].strip()\n",
    "        speaker_name = \"halfLife\"\n",
    "        wr.writerow([file_name, text, text, speaker_name])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "f06037eb-5f98-4c97-ad90-82f758c9bdee",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
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type=\"audio/x-wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "IPython.display.Audio(\"half_life/kss/scientist/c1a0_sci_bigday.wav\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1fc57c29-13bf-4523-b6e7-243df81b33a1",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:tts]",
   "language": "python",
   "name": "conda-env-tts-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.11"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}