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youtube-video-to-text-generation
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- {
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- "cells": [
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- {
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- "cell_type": "code",
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- "execution_count": 1,
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- "metadata": {},
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- "outputs": [
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- {
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- "name": "stdout",
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- "output_type": "stream",
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- "text": [
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- "Collecting youtube-dl\n",
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- " Downloading youtube_dl-2021.12.17-py2.py3-none-any.whl (1.9 MB)\n",
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- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.9/1.9 MB\u001b[0m \u001b[31m1.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:01\u001b[0m0m\n",
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- "\u001b[?25hInstalling collected packages: youtube-dl\n",
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- "Successfully installed youtube-dl-2021.12.17\n",
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- "\u001b[33mWARNING: You are using pip version 22.0.4; however, version 23.1.2 is available.\n",
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- "You should consider upgrading via the '/home/darth/MLAI-projects/whisper-ASR-youtube/envasr/bin/python3.9 -m pip install --upgrade pip' command.\u001b[0m\u001b[33m\n",
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- "\u001b[0m"
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- ]
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- }
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- ],
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- "source": [
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- "!pip install youtube-dl"
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- ]
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- },
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- {
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- "cell_type": "code",
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- "execution_count": 2,
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- "metadata": {},
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- "outputs": [],
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- "source": [
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- "import youtube_dl\n",
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- "\n",
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- "# Function to download the audio stream from a YouTube video\n",
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- "def download_audio_stream(video_url, output_format=\"mp3\"):\n",
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- " ydl_opts = {\n",
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- " \"format\": \"bestaudio/best\",\n",
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- " \"postprocessors\": [\n",
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- " {\n",
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- " \"key\": \"FFmpegExtractAudio\",\n",
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- " \"preferredcodec\": output_format,\n",
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- " \"preferredquality\": \"192\",\n",
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- " }\n",
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- " ],\n",
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- " \"outtmpl\": \"audio.%(ext)s\",\n",
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- " \"quiet\": True,\n",
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- " }\n",
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- "\n",
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- " with youtube_dl.YoutubeDL(ydl_opts) as ydl:\n",
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- " ydl.download([video_url])"
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- ]
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- },
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- {
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- "cell_type": "code",
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- "execution_count": 3,
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- "metadata": {},
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- "outputs": [
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- {
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- "name": "stderr",
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- "output_type": "stream",
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- "text": [
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- "ERROR: Unable to extract uploader id; please report this issue on https://yt-dl.org/bug . Make sure you are using the latest version; see https://yt-dl.org/update on how to update. Be sure to call youtube-dl with the --verbose flag and include its complete output.\n"
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- ]
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- },
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- {
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- "ename": "DownloadError",
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- "evalue": "ERROR: Unable to extract uploader id; please report this issue on https://yt-dl.org/bug . Make sure you are using the latest version; see https://yt-dl.org/update on how to update. Be sure to call youtube-dl with the --verbose flag and include its complete output.",
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- "output_type": "error",
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- "traceback": [
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- "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
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- "\u001b[0;31mRegexNotFoundError\u001b[0m Traceback (most recent call last)",
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- "File \u001b[0;32m~/MLAI-projects/whisper-ASR-youtube/envasr/lib/python3.9/site-packages/youtube_dl/YoutubeDL.py:815\u001b[0m, in \u001b[0;36mYoutubeDL.__handle_extraction_exceptions.<locals>.wrapper\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 814\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m--> 815\u001b[0m \u001b[39mreturn\u001b[39;00m func(\u001b[39mself\u001b[39;49m, \u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n\u001b[1;32m 816\u001b[0m \u001b[39mexcept\u001b[39;00m GeoRestrictedError \u001b[39mas\u001b[39;00m e:\n",
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- "File \u001b[0;32m~/MLAI-projects/whisper-ASR-youtube/envasr/lib/python3.9/site-packages/youtube_dl/YoutubeDL.py:836\u001b[0m, in \u001b[0;36mYoutubeDL.__extract_info\u001b[0;34m(self, url, ie, download, extra_info, process)\u001b[0m\n\u001b[1;32m 834\u001b[0m \u001b[39m@__handle_extraction_exceptions\u001b[39m\n\u001b[1;32m 835\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39m__extract_info\u001b[39m(\u001b[39mself\u001b[39m, url, ie, download, extra_info, process):\n\u001b[0;32m--> 836\u001b[0m ie_result \u001b[39m=\u001b[39m ie\u001b[39m.\u001b[39;49mextract(url)\n\u001b[1;32m 837\u001b[0m \u001b[39mif\u001b[39;00m ie_result \u001b[39mis\u001b[39;00m \u001b[39mNone\u001b[39;00m: \u001b[39m# Finished already (backwards compatibility; listformats and friends should be moved here)\u001b[39;00m\n",
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- "File \u001b[0;32m~/MLAI-projects/whisper-ASR-youtube/envasr/lib/python3.9/site-packages/youtube_dl/extractor/common.py:534\u001b[0m, in \u001b[0;36mInfoExtractor.extract\u001b[0;34m(self, url)\u001b[0m\n\u001b[1;32m 533\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39minitialize()\n\u001b[0;32m--> 534\u001b[0m ie_result \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_real_extract(url)\n\u001b[1;32m 535\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_x_forwarded_for_ip:\n",
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- "File \u001b[0;32m~/MLAI-projects/whisper-ASR-youtube/envasr/lib/python3.9/site-packages/youtube_dl/extractor/youtube.py:1794\u001b[0m, in \u001b[0;36mYoutubeIE._real_extract\u001b[0;34m(self, url)\u001b[0m\n\u001b[1;32m 1782\u001b[0m owner_profile_url \u001b[39m=\u001b[39m microformat\u001b[39m.\u001b[39mget(\u001b[39m'\u001b[39m\u001b[39mownerProfileUrl\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[1;32m 1784\u001b[0m info \u001b[39m=\u001b[39m {\n\u001b[1;32m 1785\u001b[0m \u001b[39m'\u001b[39m\u001b[39mid\u001b[39m\u001b[39m'\u001b[39m: video_id,\n\u001b[1;32m 1786\u001b[0m \u001b[39m'\u001b[39m\u001b[39mtitle\u001b[39m\u001b[39m'\u001b[39m: \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_live_title(video_title) \u001b[39mif\u001b[39;00m is_live \u001b[39melse\u001b[39;00m video_title,\n\u001b[1;32m 1787\u001b[0m \u001b[39m'\u001b[39m\u001b[39mformats\u001b[39m\u001b[39m'\u001b[39m: formats,\n\u001b[1;32m 1788\u001b[0m \u001b[39m'\u001b[39m\u001b[39mthumbnails\u001b[39m\u001b[39m'\u001b[39m: thumbnails,\n\u001b[1;32m 1789\u001b[0m \u001b[39m'\u001b[39m\u001b[39mdescription\u001b[39m\u001b[39m'\u001b[39m: video_description,\n\u001b[1;32m 1790\u001b[0m \u001b[39m'\u001b[39m\u001b[39mupload_date\u001b[39m\u001b[39m'\u001b[39m: unified_strdate(\n\u001b[1;32m 1791\u001b[0m microformat\u001b[39m.\u001b[39mget(\u001b[39m'\u001b[39m\u001b[39muploadDate\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[1;32m 1792\u001b[0m \u001b[39mor\u001b[39;00m search_meta(\u001b[39m'\u001b[39m\u001b[39muploadDate\u001b[39m\u001b[39m'\u001b[39m)),\n\u001b[1;32m 1793\u001b[0m \u001b[39m'\u001b[39m\u001b[39muploader\u001b[39m\u001b[39m'\u001b[39m: video_details[\u001b[39m'\u001b[39m\u001b[39mauthor\u001b[39m\u001b[39m'\u001b[39m],\n\u001b[0;32m-> 1794\u001b[0m \u001b[39m'\u001b[39m\u001b[39muploader_id\u001b[39m\u001b[39m'\u001b[39m: \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_search_regex(\u001b[39mr\u001b[39;49m\u001b[39m'\u001b[39;49m\u001b[39m/(?:channel|user)/([^/?&#]+)\u001b[39;49m\u001b[39m'\u001b[39;49m, owner_profile_url, \u001b[39m'\u001b[39;49m\u001b[39muploader id\u001b[39;49m\u001b[39m'\u001b[39;49m) \u001b[39mif\u001b[39;00m owner_profile_url \u001b[39melse\u001b[39;00m \u001b[39mNone\u001b[39;00m,\n\u001b[1;32m 1795\u001b[0m \u001b[39m'\u001b[39m\u001b[39muploader_url\u001b[39m\u001b[39m'\u001b[39m: owner_profile_url,\n\u001b[1;32m 1796\u001b[0m \u001b[39m'\u001b[39m\u001b[39mchannel_id\u001b[39m\u001b[39m'\u001b[39m: channel_id,\n\u001b[1;32m 1797\u001b[0m \u001b[39m'\u001b[39m\u001b[39mchannel_url\u001b[39m\u001b[39m'\u001b[39m: \u001b[39m'\u001b[39m\u001b[39mhttps://www.youtube.com/channel/\u001b[39m\u001b[39m'\u001b[39m \u001b[39m+\u001b[39m channel_id \u001b[39mif\u001b[39;00m channel_id \u001b[39melse\u001b[39;00m \u001b[39mNone\u001b[39;00m,\n\u001b[1;32m 1798\u001b[0m \u001b[39m'\u001b[39m\u001b[39mduration\u001b[39m\u001b[39m'\u001b[39m: duration,\n\u001b[1;32m 1799\u001b[0m \u001b[39m'\u001b[39m\u001b[39mview_count\u001b[39m\u001b[39m'\u001b[39m: int_or_none(\n\u001b[1;32m 1800\u001b[0m video_details\u001b[39m.\u001b[39mget(\u001b[39m'\u001b[39m\u001b[39mviewCount\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[1;32m 1801\u001b[0m \u001b[39mor\u001b[39;00m microformat\u001b[39m.\u001b[39mget(\u001b[39m'\u001b[39m\u001b[39mviewCount\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[1;32m 1802\u001b[0m \u001b[39mor\u001b[39;00m search_meta(\u001b[39m'\u001b[39m\u001b[39minteractionCount\u001b[39m\u001b[39m'\u001b[39m)),\n\u001b[1;32m 1803\u001b[0m \u001b[39m'\u001b[39m\u001b[39maverage_rating\u001b[39m\u001b[39m'\u001b[39m: float_or_none(video_details\u001b[39m.\u001b[39mget(\u001b[39m'\u001b[39m\u001b[39maverageRating\u001b[39m\u001b[39m'\u001b[39m)),\n\u001b[1;32m 1804\u001b[0m \u001b[39m'\u001b[39m\u001b[39mage_limit\u001b[39m\u001b[39m'\u001b[39m: \u001b[39m18\u001b[39m \u001b[39mif\u001b[39;00m (\n\u001b[1;32m 1805\u001b[0m microformat\u001b[39m.\u001b[39mget(\u001b[39m'\u001b[39m\u001b[39misFamilySafe\u001b[39m\u001b[39m'\u001b[39m) \u001b[39mis\u001b[39;00m \u001b[39mFalse\u001b[39;00m\n\u001b[1;32m 1806\u001b[0m \u001b[39mor\u001b[39;00m search_meta(\u001b[39m'\u001b[39m\u001b[39misFamilyFriendly\u001b[39m\u001b[39m'\u001b[39m) \u001b[39m==\u001b[39m \u001b[39m'\u001b[39m\u001b[39mfalse\u001b[39m\u001b[39m'\u001b[39m\n\u001b[1;32m 1807\u001b[0m \u001b[39mor\u001b[39;00m search_meta(\u001b[39m'\u001b[39m\u001b[39mog:restrictions:age\u001b[39m\u001b[39m'\u001b[39m) \u001b[39m==\u001b[39m \u001b[39m'\u001b[39m\u001b[39m18+\u001b[39m\u001b[39m'\u001b[39m) \u001b[39melse\u001b[39;00m \u001b[39m0\u001b[39m,\n\u001b[1;32m 1808\u001b[0m \u001b[39m'\u001b[39m\u001b[39mwebpage_url\u001b[39m\u001b[39m'\u001b[39m: webpage_url,\n\u001b[1;32m 1809\u001b[0m \u001b[39m'\u001b[39m\u001b[39mcategories\u001b[39m\u001b[39m'\u001b[39m: [category] \u001b[39mif\u001b[39;00m category \u001b[39melse\u001b[39;00m \u001b[39mNone\u001b[39;00m,\n\u001b[1;32m 1810\u001b[0m \u001b[39m'\u001b[39m\u001b[39mtags\u001b[39m\u001b[39m'\u001b[39m: keywords,\n\u001b[1;32m 1811\u001b[0m \u001b[39m'\u001b[39m\u001b[39mis_live\u001b[39m\u001b[39m'\u001b[39m: is_live,\n\u001b[1;32m 1812\u001b[0m }\n\u001b[1;32m 1814\u001b[0m pctr \u001b[39m=\u001b[39m try_get(\n\u001b[1;32m 1815\u001b[0m player_response,\n\u001b[1;32m 1816\u001b[0m \u001b[39mlambda\u001b[39;00m x: x[\u001b[39m'\u001b[39m\u001b[39mcaptions\u001b[39m\u001b[39m'\u001b[39m][\u001b[39m'\u001b[39m\u001b[39mplayerCaptionsTracklistRenderer\u001b[39m\u001b[39m'\u001b[39m], \u001b[39mdict\u001b[39m)\n",
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- "File \u001b[0;32m~/MLAI-projects/whisper-ASR-youtube/envasr/lib/python3.9/site-packages/youtube_dl/extractor/common.py:1012\u001b[0m, in \u001b[0;36mInfoExtractor._search_regex\u001b[0;34m(self, pattern, string, name, default, fatal, flags, group)\u001b[0m\n\u001b[1;32m 1011\u001b[0m \u001b[39melif\u001b[39;00m fatal:\n\u001b[0;32m-> 1012\u001b[0m \u001b[39mraise\u001b[39;00m RegexNotFoundError(\u001b[39m'\u001b[39m\u001b[39mUnable to extract \u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m'\u001b[39m \u001b[39m%\u001b[39m _name)\n\u001b[1;32m 1013\u001b[0m \u001b[39melse\u001b[39;00m:\n",
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- "\u001b[0;31mRegexNotFoundError\u001b[0m: Unable to extract uploader id; please report this issue on https://yt-dl.org/bug . Make sure you are using the latest version; see https://yt-dl.org/update on how to update. Be sure to call youtube-dl with the --verbose flag and include its complete output.",
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- "\nDuring handling of the above exception, another exception occurred:\n",
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- "\u001b[0;31mDownloadError\u001b[0m Traceback (most recent call last)",
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- "Cell \u001b[0;32mIn[3], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m download_audio_stream(\u001b[39m'\u001b[39;49m\u001b[39mhttps://www.youtube.com/watch?v=IvjyvmYmeKY\u001b[39;49m\u001b[39m'\u001b[39;49m)\n",
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- "Cell \u001b[0;32mIn[2], line 19\u001b[0m, in \u001b[0;36mdownload_audio_stream\u001b[0;34m(video_url, output_format)\u001b[0m\n\u001b[1;32m 5\u001b[0m ydl_opts \u001b[39m=\u001b[39m {\n\u001b[1;32m 6\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mformat\u001b[39m\u001b[39m\"\u001b[39m: \u001b[39m\"\u001b[39m\u001b[39mbestaudio/best\u001b[39m\u001b[39m\"\u001b[39m,\n\u001b[1;32m 7\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mpostprocessors\u001b[39m\u001b[39m\"\u001b[39m: [\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 15\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mquiet\u001b[39m\u001b[39m\"\u001b[39m: \u001b[39mTrue\u001b[39;00m,\n\u001b[1;32m 16\u001b[0m }\n\u001b[1;32m 18\u001b[0m \u001b[39mwith\u001b[39;00m youtube_dl\u001b[39m.\u001b[39mYoutubeDL(ydl_opts) \u001b[39mas\u001b[39;00m ydl:\n\u001b[0;32m---> 19\u001b[0m ydl\u001b[39m.\u001b[39;49mdownload([video_url])\n",
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- "File \u001b[0;32m~/MLAI-projects/whisper-ASR-youtube/envasr/lib/python3.9/site-packages/youtube_dl/YoutubeDL.py:2068\u001b[0m, in \u001b[0;36mYoutubeDL.download\u001b[0;34m(self, url_list)\u001b[0m\n\u001b[1;32m 2065\u001b[0m \u001b[39mfor\u001b[39;00m url \u001b[39min\u001b[39;00m url_list:\n\u001b[1;32m 2066\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m 2067\u001b[0m \u001b[39m# It also downloads the videos\u001b[39;00m\n\u001b[0;32m-> 2068\u001b[0m res \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mextract_info(\n\u001b[1;32m 2069\u001b[0m url, force_generic_extractor\u001b[39m=\u001b[39;49m\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mparams\u001b[39m.\u001b[39;49mget(\u001b[39m'\u001b[39;49m\u001b[39mforce_generic_extractor\u001b[39;49m\u001b[39m'\u001b[39;49m, \u001b[39mFalse\u001b[39;49;00m))\n\u001b[1;32m 2070\u001b[0m \u001b[39mexcept\u001b[39;00m UnavailableVideoError:\n\u001b[1;32m 2071\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mreport_error(\u001b[39m'\u001b[39m\u001b[39munable to download video\u001b[39m\u001b[39m'\u001b[39m)\n",
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- "File \u001b[0;32m~/MLAI-projects/whisper-ASR-youtube/envasr/lib/python3.9/site-packages/youtube_dl/YoutubeDL.py:808\u001b[0m, in \u001b[0;36mYoutubeDL.extract_info\u001b[0;34m(self, url, download, ie_key, extra_info, process, force_generic_extractor)\u001b[0m\n\u001b[1;32m 804\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m ie\u001b[39m.\u001b[39mworking():\n\u001b[1;32m 805\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mreport_warning(\u001b[39m'\u001b[39m\u001b[39mThe program functionality for this site has been marked as broken, \u001b[39m\u001b[39m'\u001b[39m\n\u001b[1;32m 806\u001b[0m \u001b[39m'\u001b[39m\u001b[39mand will probably not work.\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[0;32m--> 808\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m__extract_info(url, ie, download, extra_info, process)\n\u001b[1;32m 809\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m 810\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mreport_error(\u001b[39m'\u001b[39m\u001b[39mno suitable InfoExtractor for URL \u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m'\u001b[39m \u001b[39m%\u001b[39m url)\n",
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- "File \u001b[0;32m~/MLAI-projects/whisper-ASR-youtube/envasr/lib/python3.9/site-packages/youtube_dl/YoutubeDL.py:824\u001b[0m, in \u001b[0;36mYoutubeDL.__handle_extraction_exceptions.<locals>.wrapper\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 822\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mreport_error(msg)\n\u001b[1;32m 823\u001b[0m \u001b[39mexcept\u001b[39;00m ExtractorError \u001b[39mas\u001b[39;00m e: \u001b[39m# An error we somewhat expected\u001b[39;00m\n\u001b[0;32m--> 824\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mreport_error(compat_str(e), e\u001b[39m.\u001b[39;49mformat_traceback())\n\u001b[1;32m 825\u001b[0m \u001b[39mexcept\u001b[39;00m MaxDownloadsReached:\n\u001b[1;32m 826\u001b[0m \u001b[39mraise\u001b[39;00m\n",
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- "File \u001b[0;32m~/MLAI-projects/whisper-ASR-youtube/envasr/lib/python3.9/site-packages/youtube_dl/YoutubeDL.py:628\u001b[0m, in \u001b[0;36mYoutubeDL.report_error\u001b[0;34m(self, message, tb)\u001b[0m\n\u001b[1;32m 626\u001b[0m _msg_header \u001b[39m=\u001b[39m \u001b[39m'\u001b[39m\u001b[39mERROR:\u001b[39m\u001b[39m'\u001b[39m\n\u001b[1;32m 627\u001b[0m error_message \u001b[39m=\u001b[39m \u001b[39m'\u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m \u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m'\u001b[39m \u001b[39m%\u001b[39m (_msg_header, message)\n\u001b[0;32m--> 628\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mtrouble(error_message, tb)\n",
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- "File \u001b[0;32m~/MLAI-projects/whisper-ASR-youtube/envasr/lib/python3.9/site-packages/youtube_dl/YoutubeDL.py:598\u001b[0m, in \u001b[0;36mYoutubeDL.trouble\u001b[0;34m(self, message, tb)\u001b[0m\n\u001b[1;32m 596\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m 597\u001b[0m exc_info \u001b[39m=\u001b[39m sys\u001b[39m.\u001b[39mexc_info()\n\u001b[0;32m--> 598\u001b[0m \u001b[39mraise\u001b[39;00m DownloadError(message, exc_info)\n\u001b[1;32m 599\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_download_retcode \u001b[39m=\u001b[39m \u001b[39m1\u001b[39m\n",
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- "\u001b[0;31mDownloadError\u001b[0m: ERROR: Unable to extract uploader id; please report this issue on https://yt-dl.org/bug . Make sure you are using the latest version; see https://yt-dl.org/update on how to update. Be sure to call youtube-dl with the --verbose flag and include its complete output."
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- ]
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- }
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- ],
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- "source": [
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- "download_audio_stream('https://www.youtube.com/watch?v=IvjyvmYmeKY')"
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- ]
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- },
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- {
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- "cell_type": "code",
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- "execution_count": null,
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- "metadata": {},
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- "outputs": [],
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- "source": []
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- }
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- ],
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- "metadata": {
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- "kernelspec": {
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- "display_name": "envasr",
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- "language": "python",
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- "name": "python3"
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- },
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- "language_info": {
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- "codemirror_mode": {
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- "name": "ipython",
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- "version": 3
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- },
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- "file_extension": ".py",
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- "mimetype": "text/x-python",
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- "name": "python",
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- "nbconvert_exporter": "python",
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- "pygments_lexer": "ipython3",
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- "version": "3.9.13"
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- },
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- "orig_nbformat": 4
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- },
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- "nbformat": 4,
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- "nbformat_minor": 2
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- }