{"id":13854,"date":"2026-06-12T12:32:06","date_gmt":"2026-06-12T03:32:06","guid":{"rendered":"https:\/\/shunto2136.synology.me\/wordpress\/?p=13854"},"modified":"2026-06-18T06:57:36","modified_gmt":"2026-06-17T21:57:36","slug":"accelerating-ai-transcription-with-an-rtx-4060-ti-building-a-gpu-powered-faster-whisper-environment-and-troubleshooting-guide","status":"publish","type":"post","link":"https:\/\/shunto2136.synology.me\/wordpress\/2026\/06\/12\/accelerating-ai-transcription-with-an-rtx-4060-ti-building-a-gpu-powered-faster-whisper-environment-and-troubleshooting-guide\/","title":{"rendered":"RTX 4060 Ti\u3067AI\u6587\u5b57\u8d77\u3053\u3057\u3092\u9ad8\u901f\u5316\uff01faster-whisper\u306eGPU\u74b0\u5883\u69cb\u7bc9\u3068\u30c8\u30e9\u30d6\u30eb\u89e3\u6c7a\u8a18\u9332"},"content":{"rendered":"<p data-start=\"50\" data-end=\"115\"><span style=\"font-size: 12pt;\">GPU\u5bfe\u5fdc\u306e faster-whisper \u3092\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u306b\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3067\u3001\u9ad8\u901f\u304b\u3064\u9ad8\u7cbe\u5ea6\u306a\u6587\u5b57\u8d77\u3053\u3057\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/span><\/p>\n<p data-start=\"117\" data-end=\"176\"><span style=\"font-size: 12pt;\">\u4eca\u56de\u306f\u3001GPU\u300cRTX 4060 Ti\uff086GB\uff09\u300d\u3092\u642d\u8f09\u3057\u305f\u81ea\u4f5c\u30c7\u30b9\u30af\u30c8\u30c3\u30d7PC\u306b\u69cb\u7bc9\u3057\u3001\u5b9f\u969b\u306b\u52d5\u4f5c\u691c\u8a3c\u3092\u884c\u3044\u307e\u3057\u305f\u3002<\/span><\/p>\n<p data-start=\"178\" data-end=\"306\"><span style=\"font-size: 12pt;\">\u30af\u30e9\u30a6\u30c9\u578b\u30b5\u30fc\u30d3\u30b9\u3068\u306f\u7570\u306a\u308a\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u3092\u5fc5\u8981\u3068\u3057\u306a\u3044\u305f\u3081\u3001\u97f3\u58f0\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u306b\u9001\u4fe1\u3059\u308b\u3053\u3068\u306a\u304f\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u305d\u306e\u305f\u3081\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u9762\u3067\u3082\u5b89\u5fc3\u3057\u3066\u5229\u7528\u3067\u304d\u308b\u74b0\u5883\u3067\u3059\u3002\u307e\u305f\u3001\u5229\u7528\u6642\u9593\u3084\u56de\u6570\u306e\u5236\u9650\u304c\u306a\u3044\u305f\u3081\u3001\u9577\u6642\u9593\u306e\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u3067\u3082\u5b89\u5b9a\u3057\u3066\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p data-start=\"308\" data-end=\"351\"><span style=\"font-size: 12pt;\">\u4f1a\u8b70\u9332\u3001\u8b1b\u6f14\u3001\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u306a\u3069\u3001\u6587\u5b57\u8d77\u3053\u3057\u4f5c\u696d\u3092\u983b\u7e41\u306b\u884c\u3046\u7528\u9014\u306b\u304a\u3044\u3066\u975e\u5e38\u306b\u6709\u52b9\u3067\u3059\u3002<\/span><\/p>\n<p data-start=\"353\" data-end=\"487\"><span style=\"font-size: 12pt;\">\u7cbe\u5ea6\u306b\u3064\u3044\u3066\u306f\u3001CPU\u3068GPU\u3067\u5927\u304d\u306a\u5dee\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u51e6\u7406\u901f\u5ea6\u306b\u306f\u660e\u78ba\u306a\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">CPU\u3067\u3082\u52d5\u4f5c\u306f\u53ef\u80fd\u3067\u3059\u304c\u3001\u9577\u6642\u9593\u97f3\u58f0\u3067\u306f\u51e6\u7406\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u4e00\u65b9GPU\u3067\u306f\u4e26\u5217\u51e6\u7406\u306b\u3088\u308a\u3001\u5927\u5e45\u306a\u9ad8\u901f\u5316\u304c\u5b9f\u73fe\u3055\u308c\u30011\u6642\u9593\u7a0b\u5ea6\u306e\u97f3\u58f0\u3067\u3042\u3063\u3066\u3082\u77ed\u6642\u9593\u3067\u6587\u5b57\u8d77\u3053\u3057\u304c\u5b8c\u4e86\u3057\u307e\u3059\u3002<\/span><\/p>\n<p data-start=\"489\" data-end=\"557\"><span style=\"font-size: 12pt;\">\u4eca\u56de\u306e\u74b0\u5883\u3067\u306f\u3001GPU\u4f7f\u7528\u7387\u7d0485%\u3001VRAM\u4f7f\u7528\u91cf\u7d045.4GB\u3067\u5b89\u5b9a\u52d5\u4f5c\u3057\u3001CPU\u74b0\u5883\u3068\u6bd4\u8f03\u3057\u3066\u5927\u5e45\u306a\u51e6\u7406\u6642\u9593\u306e\u77ed\u7e2e\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3057\u305f\u3002<\/span><\/p>\n<p data-start=\"559\" data-end=\"685\"><span style=\"font-size: 12pt;\">faster-whisper\u306f\u3001OpenAI\u306e\u97f3\u58f0\u8a8d\u8b58\u30e2\u30c7\u30eb\u300cWhisper\u300d\u3092\u30d9\u30fc\u30b9\u306b\u9ad8\u901f\u5316\u3055\u308c\u305f\u6587\u5b57\u8d77\u3053\u3057\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u9ad8\u901f\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3 CTranslate2 \u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001\u5f93\u6765\u306eWhisper\u3088\u308a\u3082\u5c11\u306a\u3044\u30e1\u30e2\u30ea\u3067\u52b9\u7387\u7684\u306b\u52d5\u4f5c\u3057\u307e\u3059\u3002<br \/>\n<\/span><\/p>\n<h1><\/h1>\n<ul data-spread=\"false\"><\/ul>\n<p><span style=\"font-size: 12pt;\"><\/span><strong><span style=\"font-size: 12pt;\"><span style=\"font-size: 14pt;\">1.Python\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span><br \/>\n<\/span><\/strong><span style=\"font-size: 12pt;\"><br \/>\n\u4ee5\u4e0b\u306e\u30b5\u30a4\u30c8\u304b\u3089\u300cPython 3.14.6 \u3092\u63a2\u3057\u3066\u300cDownload Windows installer (64-bit)\u300d\u3092\u9078\u629e\u3057\u3066\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<br \/>\n<\/span><strong><span style=\"font-size: 12pt;\"><br \/>\n<a href=\"https:\/\/www.python.org\/downloads\/windows\/\">Windows\u5411\u3051Python\u30ea\u30ea\u30fc\u30b9<\/a><\/span><\/strong><\/p>\n<div class=\"copy-box\">\n<p><span style=\"font-size: 12pt;\">Python\u304c\u6b63\u3057\u304f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u304b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u7d42\u308f\u3063\u305f\u3089PowerShell\u3092\u958b\u3044\u3066\u3001\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">PowerShell\u306e\u00a0.\\ \u306f\u300c\u73fe\u5728\u306e\u30d5\u30a9\u30eb\u30c0\u5185\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u884c\u3059\u308b\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">Python\u304cPATH\u306b\u767b\u9332\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306f python &#8211;version\u3068\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u3088\u304f\u3001.\\python &#8211;version\u3068\u3059\u308b\u3068\u73fe\u5728\u306e\u30d5\u30a9\u30eb\u30c0\u306bPython\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u304c\u5b58\u5728\u3057\u306a\u3044\u305f\u3081\u30a8\u30e9\u30fc\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<\/div>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>python --version<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u300cPython 3.14.6\u300d\u3068\u8868\u793a\u3055\u308c\u308c\u3070\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><strong><span style=\"font-size: 12pt;\"><span style=\"font-size: 14pt;\">2.\u4eee\u60f3\u74b0\u5883\u306e\u4f5c\u6210<\/span><br \/>\n<\/span><\/strong><\/p>\n<p data-start=\"51\" data-end=\"93\"><span style=\"font-size: 12pt;\">\u4eee\u60f3\u74b0\u5883\u3068\u306f\u3001Python\u306e\u5b9f\u884c\u74b0\u5883\u3092\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3054\u3068\u306b\u5206\u96e2\u3057\u3066\u7ba1\u7406\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/span><\/p>\n<p data-start=\"95\" data-end=\"188\"><span style=\"font-size: 12pt;\">\u901a\u5e38\u3001Python\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3068\u30d1\u30bd\u30b3\u30f3\u5168\u4f53\u3067\u5171\u6709\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u3057\u304b\u3057\u3001\u8907\u6570\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u7570\u306a\u308b\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u5fc5\u8981\u306b\u306a\u308b\u3068\u3001\u4e92\u63db\u6027\u306e\u554f\u984c\u304c\u767a\u751f\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p data-start=\"190\" data-end=\"273\"><span style=\"font-size: 12pt;\">\u305d\u3053\u3067\u4eee\u60f3\u74b0\u5883\u3092\u5229\u7528\u3059\u308b\u3068\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3054\u3068\u306b\u72ec\u7acb\u3057\u305fPython\u74b0\u5883\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u4ed6\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3053\u3068\u306a\u304f\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p data-start=\"275\" data-end=\"377\"><span style=\"font-size: 12pt;\">\u4eca\u56de\u306efaster-whisper\u74b0\u5883\u3067\u3082\u4eee\u60f3\u74b0\u5883\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001Whisper\u95a2\u9023\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3084CTranslate2\u3092\u5b89\u5168\u306b\u7ba1\u7406\u3067\u304d\u3001\u5c06\u6765\u7684\u306a\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3084\u30c8\u30e9\u30d6\u30eb\u767a\u751f\u6642\u306e\u5207\u308a\u5206\u3051\u3082\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\uff62python\uff63:<\/span><span><span style=\"font-size: 12pt;\">Python\u672c\u4f53\u3092\u5b9f\u884c\u3059\u308b\u547d\u4ee4<br \/>\n<\/span><br \/>\n<\/span><span style=\"font-size: 12pt;\">\uff62-m\uff63:\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u5b9f\u884c\u3059\u308b\u30aa\u30d7\u30b7\u30e7\u30f3\u3067Python\u306b\u6a19\u6e96\u3067\u5165\u3063\u3066\u3044\u308b\u6a5f\u80fd\u3092\u76f4\u63a5\u547c\u3073\u51fa\u3059\u3068\u304d\u306b\u4f7f\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\uff62whisper_env\uff63:\u4f5c\u6210\u3055\u308c\u308b\u4eee\u60f3\u74b0\u5883\u306e\u30d5\u30a9\u30eb\u30c0\u540d\u3067\u3059\u3002<\/span><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>python -m venv whisper_env<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">whisper_env\u306fPC_user1(\u500b\u4eba\u30d5\u30a9\u30eb\u30c0\u30fc)\u76f4\u4e0b\u306b\u4f5c\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">whisper_env\u30d5\u30a9\u30eb\u30c0\u30fc\u5185\u306b\u306f\u4e0b\u8a18\u304c\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002<br \/>\n<\/span><br \/>\n<span style=\"font-size: 12pt;\">\uff62python.exe\uff63\uff1apython\u306e\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u3067\u3059\u3002<br \/>\n<\/span><br \/>\n<span style=\"font-size: 12pt;\">\uff62pip.exe\uff63\uff1a\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306ePython\u30d1\u30c3\u30b1\u30fc\u30b8\u914d\u5e03\u30b5\u30a4\u30c8\uff08PyPI\uff09\u304b\u3089\u5fc5\u8981\u306a\u30d5\u30a1\u30a4\u30eb\u3092\u53d6\u5f97\u3057\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<br \/>\n<\/span><br \/>\n<span style=\"font-size: 12pt;\">\uff62activate.bat\uff63\uff1a\u4eee\u60f3\u74b0\u5883\u3092\u6709\u52b9\uff08\u30a2\u30af\u30c6\u30a3\u30d9\u30fc\u30c8\uff09\u3059\u308b\u305f\u3081\u306e\u30d0\u30c3\u30c1\u30d5\u30a1\u30a4\u30eb\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 14pt;\"><strong>3.\u4eee\u60f3\u74b0\u5883\u3092\u6709\u52b9\u5316\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"font-size: 12pt;\">PowerShell\u3092\u8d77\u52d5\u3057\u3001\u4eee\u60f3\u74b0\u5883\u304c\u3042\u308b\u30d5\u30a9\u30eb\u30c0\u3078\u79fb\u52d5\u3057\u307e\u3059\u3002<\/span><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers language-python\" data-lang=\"Python\"><code class=\" language-python\" data-hcb-clip=\"31\">cd <span class=\"token punctuation\">.<\/span>\\whisper_env<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u5b9f\u884c\u5f8c\u306f\u6b21\u306e\u3088\u3046\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\">PS C:\\Users\\PC_user1\\whisper_env&gt;<\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u4eee\u60f3\u74b0\u5883\u3092\u6709\u52b9\u306b\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/span><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>.\\Scripts\\Activate.ps1<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\"> \u6b63\u5e38\u306b\u6709\u52b9\u5316\u3055\u308c\u308b\u3068\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5148\u982d\u306b\u4eee\u60f3\u74b0\u5883\u540d\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>(whisper_env) PS C:\\Users\\PC_user1\\whisper_env&gt;<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u3053\u306e\u8868\u793a\u306b\u306a\u308c\u3070\u3001\u4eee\u60f3\u74b0\u5883\u304c\u6709\u52b9\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\"><br \/>\n<span style=\"font-size: 14pt;\">4.CUDA Toolkit\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<br \/>\n<span style=\"font-size: 12pt;\">4-1. Toolkit 12.9.1\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span><br \/>\n<\/span><\/span><\/p>\n<p><span style=\"font-size: 12pt;\">CUDA Toolkit\uff08\u30af\u30fc\u30c0\u30fb\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\uff09 \u306f\u3001NVIDIA\u88fdGPU\u3092\u5229\u7528\u3057\u3066\u9ad8\u901f\u306a\u8a08\u7b97\u51e6\u7406\u3092\u884c\u3046\u305f\u3081\u306e\u958b\u767a\u30c4\u30fc\u30eb\u7fa4\u3067\u3059\u3002<\/span><br \/>\n<span style=\"font-size: 12pt;\"><br \/>\nGPU\u3092\u753b\u50cf\u8868\u793a\u3060\u3051\u3067\u306a\u304f\u3001AI\u3084\u6a5f\u68b0\u5b66\u7fd2\u3001\u52d5\u753b\u51e6\u7406\u306a\u3069\u306e\u8a08\u7b97\u306b\u5229\u7528\u3059\u308b\u305f\u3081\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u4e00\u5f0f\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">faster-whisper\u3068\u306e\u95a2\u4fc2<\/span><\/p>\n<p data-start=\"374\" data-end=\"400\"><span style=\"font-size: 12pt;\">faster-whisper\u306fGPU\u3092\u5229\u7528\u3059\u308b\u969b\u306b\u3001<\/span><span style=\"font-size: 12pt;\">faster-whisper\u2192CTranslatw2\u2192CUDA\u2192RTA4060 Ti\u3068\u3044\u3046\u6d41\u308c\u3067\u52d5\u4f5c\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u3064\u307e\u308a\u3001CUDA\u304c\u3042\u308b\u3053\u3068\u3067GPU\u306e\u8a08\u7b97\u80fd\u529b\u3092\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">4-2.CUDA 13.3\u3067\u767a\u751f\u3057\u305f\u30a8\u30e9\u30fc\u306b\u3064\u3044\u3066<\/span><\/p>\n<p>NVIDIA\u516c\u5f0f\u30b5\u30a4\u30c8\u304b\u3089\u6700\u65b0\u7248CUDA Toolkit 13.3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066<span style=\"font-size: 12pt;\">\u5b9f\u884c\u3057\u307e\u3057\u305f\u304cGPU\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u307e\u3057\u305f\u3002<br \/>\n<\/span><br \/>\n<span style=\"font-size: 12pt;\">RuntimeError:<\/span><br \/>\n<span style=\"font-size: 12pt;\">Library cublas64_12.dll is not found<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">4-3.12.9.1\u3092\u63a1\u7528\u3057\u305f\u7406\u7531<\/span><\/p>\n<p>\u539f\u56e0\u306fctranslate2 4.8.0\u306fCUDA12\u7cfbDLL\u306e\u8981\u6c42\u306b\u305f\u3044\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u306e\u306fCUDA13.3\u3067\u30d0\u30fc\u30b8\u30e7\u30f3\u4e0d\u4e00\u81f4\u306b\u3088\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n<p><span style=\"font-size: 12pt;\">CUDA Toolkit 13.3\u306f\u6b8b\u3057\u3001CUDA Toolkit 12.9.1 \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u4e0b\u8a18\u30b5\u30a4\u30c8\u306b\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><a href=\"https:\/\/developer.nvidia.com\/cuda-12-9-1-download-archive?target_arch=x86_64&amp;target_os=Windows&amp;target_type=exe_local&amp;target_version=11&amp;utm_source=chatgpt.com\"><span style=\"font-size: 12pt;\">CUDA Toolkit 12.9.1 Downloads<\/span><\/a><\/p>\n<p><strong><span style=\"font-size: 12pt;\"><br \/>\n<span style=\"font-size: 14pt;\">5. GPU\u8a8d\u8b58\u306e\u78ba\u8a8d<br \/>\n<\/span><\/span><\/strong><span style=\"font-size: 12pt;\"><span style=\"font-size: 14pt;\"><span style=\"font-size: 12pt;\"><br \/>\n5-1.GPU\u8a8d\u8b58<\/span><\/span><\/span><strong><span style=\"font-size: 12pt;\"><span style=\"font-size: 14pt;\"><br \/>\n<\/span><\/span><\/strong><span style=\"font-size: 12pt;\"><span style=\"font-size: 14pt;\"><span style=\"font-size: 12pt;\">\u81ea\u4f5c\u30c7\u30a3\u30b9\u30af\u30c8\u30c3\u30d7\u30d1\u30bd\u30b3\u30f3\u306bRTX 4060 Ti \u3092\u642d\u8f09\u3057\u3066\u3044\u307e\u3059\u304c\u3053\u308c\u304c\u8a8d\u8b58\u3055\u308c\u3066\u3044\u308b\u304b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/span><\/span><\/span><span style=\"font-size: 12pt;\"><span style=\"font-size: 14pt;\"><br \/>\n<\/span><\/span><strong><span style=\"font-size: 12pt;\"><span style=\"font-size: 14pt;\"><\/span><\/span><\/strong><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>nvidia-smi<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">GPU\u60c5\u5831\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u306e\u3067 CUDA \u30c9\u30e9\u30a4\u30d0\u306f\u6b63\u5e38\u3067\u3059\u3002<br \/>\n<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>(whisper_env) PS C:\\Users\\PC_user1\\whisper_env&gt; nvidia-smi\r\nMon Jun 15 11:17:24 2026\r\n+-----------------------------------------------------------------------------------------+\r\n| NVIDIA-SMI 591.74 Driver Version: 591.74 CUDA Version: 13.1 |\r\n+-----------------------------------------+------------------------+----------------------+\r\n| GPU Name Driver-Model | Bus-Id Disp.A | Volatile Uncorr. ECC |\r\n| Fan Temp Perf Pwr:Usage\/Cap | Memory-Usage | GPU-Util Compute M. |\r\n| | | MIG M. |\r\n|=========================================+========================+======================|\r\n| 0 NVIDIA GeForce RTX 4060 Ti WDDM | 00000000:01:00.0 On | N\/A |\r\n| 0% 57C P8 5W \/ 160W | 701MiB \/ 8188MiB | 0% Default |\r\n| | | N\/A |\r\n+-----------------------------------------+------------------------+----------------------+<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">5-2.GPU\u3067\u52d5\u4f5c\u3059\u308b\u304b\u78ba\u8a8d<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u30e1\u30e2\u5e33\u3067GPU\u52d5\u4f5c\u78ba\u8a8d\u7528test.py\u3092\u4f5c\u6210\u3057\u4fdd\u5b58\u3057\u307e\u3059\u3002<br \/>\n<\/span><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code><span class=\"\u037cg\">from<\/span><span> <\/span><span class=\"\u037cm\">faster_whisper<\/span><span> <\/span><span class=\"\u037cg\">import<\/span><span> <\/span><span class=\"\u037cm\">WhisperModel<\/span>\r\n\r\n<span class=\"\u037cm\">model<\/span><span> <\/span><span class=\"\u037cg\">=<\/span><span> <\/span><span class=\"\u037cm\">WhisperModel<\/span><span>(<\/span>\r\n<span> <\/span><span class=\"\u037ck\">\"small\"<\/span><span>,<\/span>\r\n<span> <\/span><span class=\"\u037cm\">device<\/span><span class=\"\u037cg\">=<\/span><span class=\"\u037ck\">\"cuda\"<\/span><span>,<\/span>\r\n<span> <\/span><span class=\"\u037cm\">compute_type<\/span><span class=\"\u037cg\">=<\/span><span class=\"\u037ck\">\"float16\"<\/span>\r\n<span>)<\/span>\r\n\r\n<span class=\"\u037cm\">print<\/span><span>(<\/span><span class=\"\u037ck\">\"GPU\u8a8d\u8b58\u6210\u529f\"<\/span><span>)<\/span><\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u5b9f\u884c\u3057\u307e\u3059\u3002<br \/>\n<\/span><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>python test.py<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u6b63\u5e38\u306a\u3089GPU\u8a8d\u8b58\u6210\u529f\u3068\u8868\u793a\u3055\u308c\u307e\u3059\u3002<br \/>\n<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>GPU\u8a8d\u8b58\u6210\u529f<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\"><strong><span style=\"font-size: 14pt;\"><br \/>\n6.faster-whisper\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span><\/strong><br \/>\n<\/span><strong><span style=\"font-size: 12pt;\"><br \/>\n<\/span><\/strong><span style=\"font-size: 12pt;\">faster-whisper\u306f\u3001OpenAI\u304c\u516c\u958b\u3057\u305f\u97f3\u58f0\u8a8d\u8b58AI\u30e2\u30c7\u30eb\u300cWhisper\u300d\u3092\u9ad8\u901f\u5316\u3057\u305f\u6587\u5b57\u8d77\u3053\u3057\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002<\/span><\/p>\n<p>\u9ad8\u901f\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3CTranslate2\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5f93\u6765\u306eWhisper\u3068\u540c\u7b49\u306e\u8a8d\u8b58\u7cbe\u5ea6\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u3001\u51e6\u7406\u901f\u5ea6\u306e\u5411\u4e0a\u3068\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u306e\u524a\u6e1b\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span style=\"font-size: 12pt;\">GPU\u3092\u5229\u7528\u3057\u305f\u9ad8\u901f\u306a\u6587\u5b57\u8d77\u3053\u3057\u306f\u3082\u3061\u308d\u3093\u3001CPU\u74b0\u5883\u3067\u3082\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u624b\u8efd\u306b\u9ad8\u7cbe\u5ea6\u306a\u97f3\u58f0\u8a8d\u8b58\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">6-1.pip\u3092\u6700\u65b0\u7248\u306b\u66f4\u65b0\u3057\u307e\u3059\u3002<\/span><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>python -m pip install --upgrade pip<\/code><\/pre>\n<\/div>\n<p data-start=\"477\" data-end=\"504\"><span style=\"font-size: 12pt;\">\u3053\u308c\u3067\u4ee5\u4e0b\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3082\u81ea\u52d5\u7684\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\uff65faster-whisper\u3000<\/span><span style=\"font-size: 12pt;\">\uff65CTranslate2\u3000<\/span><span style=\"font-size: 12pt;\">\uff65onnxruntime\u3000<\/span><span style=\"font-size: 12pt;\">\uff65tokenizers\u3000<\/span><span style=\"font-size: 12pt;\">\uff65av\u3000<\/span><span style=\"font-size: 12pt;\">\uff65numpy<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">6-2.\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u78ba\u8a8d<\/span><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>pip show faster-whisper<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u78ba\u8a8d\u7d50\u679c\u3067\u3059\u3002<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>(whisper_env) PS C:\\Users\\PC_user1\\whisper_env&gt; pip show faster-whisper\r\nName: faster-whisper\r\nVersion: 1.2.1\r\nSummary: Faster Whisper transcription with CTranslate2\r\nHome-page: https:\/\/github.com\/SYSTRAN\/faster-whisper\r\nAuthor: Guillaume Klein\r\nAuthor-email:\r\nLicense: MIT\r\nLocation: C:\\Users\\PC_user1\\whisper_env\\Lib\\site-packages\r\nRequires: av, ctranslate2, huggingface-hub, onnxruntime, tokenizers, tqdm\r\nRequired-by:<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8868\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6210\u529f\u3067\u3059\u3002<br \/>\nName: faster-whisper<br \/>\nVersion: 1.2.1<br \/>\nLocation\uff1aC:\\Users\\PC_user1\\whsper_env\\Lib\\site-packages<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">6-3.\u52d5\u4f5c\u78ba\u8a8d<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">python\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/span><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>python <\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">Python\u306e &gt;&gt;&gt;\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u72b6\u614b\u3067\u3059\u3002<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>(whisper_env) PS C:\\Users\\PC_user1\\whisper_env&gt; python\r\nPython 3.14.6 (tags\/v3.14.6:c63aec6, Jun 10 2026, 10:26:10) [MSC v.1944 64 bit (AMD64)] on win32\r\nType \"help\", \"copyright\", \"credits\" or \"license\" for more information.\r\n&gt;&gt;&gt;<\/code><\/pre>\n<\/div>\n<p>&gt;&gt;&gt;\u4ee5\u4e0b\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>from faster_whisper import WhisperModel<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u30a8\u30e9\u30fc\u304c\u51fa\u306a\u3051\u308c\u3070\u6b21\u306b\u3000<\/span><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>print(\"faster-whisper OK\")<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u3092\u5165\u529b\u3057\u3066 Enter<\/span><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>faster-whisper OK<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u3068\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u78ba\u8a8d\u304c\u7d42\u308f\u3063\u305f\u3089<\/span><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>exit()<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u3067\u7d42\u4e86\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><strong><span style=\"font-size: 14pt;\">7.\u6587\u5b57\u8d77\u3053\u3057\u5b9f\u884c\u7528\u306e\uff62.py\uff63\u30d5\u30d5\u30a4\u30eb\u306e\u4f5c\u6210<\/span><\/strong><\/p>\n<p><span style=\"font-size: 12pt;\">\u3053\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001faster-whisper \u3092\u5229\u7528\u3057\u3066\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u3092\u6587\u5b57\u8d77\u3053\u3057\u3057\u3001\u305d\u306e\u7d50\u679c\u3092\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306e\u3082\u306e\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u5b9f\u884c\u6642\u306b\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u3092\u6307\u5b9a\u3059\u308b\u3068\u3001GPU\u3092\u5229\u7528\u3057\u3066\u97f3\u58f0\u8a8d\u8b58\u3092\u884c\u3044\u3001\u8a8d\u8b58\u3057\u305f\u6587\u7ae0\u3092\u753b\u9762\u306b\u8868\u793a\u3059\u308b\u3068\u3068\u3082\u306b\u3001\u540c\u3058\u30d5\u30a9\u30eb\u30c0\u5185\u306b\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u30d5\u30a1\u30a4\u30eb\u540d\u3092test.py\u3068\u3057\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002GPU\u52d5\u4f5c\u78ba\u8a8d\u7528test.py\u3092\u66f8\u304d\u63db\u3048\u307e\u3059\u3002<\/span><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>import sys \r\nfrom faster_whisper import WhisperModel \r\n\r\nif len(sys.argv) &lt; 2: \r\nprint(\"\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u3092\u6307\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\") \r\nexit() \r\n\r\naudio_file = sys.argv[1] \r\n\r\nmodel = WhisperModel( \r\n\"large-v3\", \r\ndevice=\"cuda\", \r\ncompute_type=\"float16\"\r\n ) \r\n\r\nsegments, info = model.transcribe(\r\naudio_file, \r\nlanguage=\"ja\"\r\n) \r\n\r\noutput_file = audio_file + \".txt\"\r\n\r\nwith open(output_file, \"w\", encoding=\"utf-8\") as f: \r\nfor segment in segments: \r\nprint(segment.text) \r\nf.write(segment.text + \"\\n\")\r\n\r\nprint(f\"\\n\u4fdd\u5b58\u5b8c\u4e86: {output_file}\")\r\n<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">7-1.\u5fc5\u8981\u306a\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u8aad\u307f\u8fbc\u307f<br \/>\n<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>import sys \r\nfrom faster_whisper import WhisperModel <\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">sys\u306f\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u5f15\u6570\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">WhisperModel\u306f faster-whisper \u306e\u97f3\u58f0\u8a8d\u8b58\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3059\u308b\u305f\u3081\u306e\u30af\u30e9\u30b9\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">7-2.\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u306e\u6307\u5b9a\u78ba\u8a8d<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\">if len(sys.argv) &lt; 2: print(\"\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u3092\u6307\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\") exit()\r\n<span style=\"background-color: #f2f2f2; color: #7f7f7f; font-family: \u6e38\u30b4\u30b7\u30c3\u30af\u4f53, 'Yu Gothic', YuGothic, '\u30d2\u30e9\u30ae\u30ce\u89d2\u30b4\u30b7\u30c3\u30af Pro', 'Hiragino Kaku Gothic Pro', \u30e1\u30a4\u30ea\u30aa, 'Meiryo, Osaka', '\uff2d\uff33 \uff30\u30b4\u30b7\u30c3\u30af', 'MS PGothic', 'sans-serif'; font-size: 1.4rem;\"><\/span><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u30d7\u30ed\u30b0\u30e9\u30e0\u5b9f\u884c\u6642\u306b\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u304c\u6307\u5b9a\u3055\u308c\u3066\u3044\u308b\u304b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u4f8b\u3048\u3070\u3001<br \/>\n<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code><code class=\"language-text\">python test.py sample.m4a<span style=\"background-color: #f2f2f2; color: #7f7f7f; font-family: \u6e38\u30b4\u30b7\u30c3\u30af\u4f53, 'Yu Gothic', YuGothic, '\u30d2\u30e9\u30ae\u30ce\u89d2\u30b4\u30b7\u30c3\u30af Pro', 'Hiragino Kaku Gothic Pro', \u30e1\u30a4\u30ea\u30aa, 'Meiryo, Osaka', '\uff2d\uff33 \uff30\u30b4\u30b7\u30c3\u30af', 'MS PGothic', 'sans-serif'; font-size: 1.4rem;\"><\/span><\/code><\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u306e\u3088\u3046\u306b\u5b9f\u884c\u3059\u308b\u3068\u3001<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code class=\"language-python\">sys.argv[1]<span style=\"background-color: #f2f2f2; color: #7f7f7f; font-family: \u6e38\u30b4\u30b7\u30c3\u30af\u4f53, 'Yu Gothic', YuGothic, '\u30d2\u30e9\u30ae\u30ce\u89d2\u30b4\u30b7\u30c3\u30af Pro', 'Hiragino Kaku Gothic Pro', \u30e1\u30a4\u30ea\u30aa, 'Meiryo, Osaka', '\uff2d\uff33 \uff30\u30b4\u30b7\u30c3\u30af', 'MS PGothic', 'sans-serif'; font-size: 1.4rem;\"><\/span><\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u306b\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u540d\u304c\u683c\u7d0d\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u6307\u5b9a\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u8868\u793a\u3057\u3066\u7d42\u4e86\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">7-3.\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u53d6\u5f97<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code class=\"language-python\">audio_file = sys.argv[1]<span style=\"background-color: #f2f2f2; color: #7f7f7f; font-family: \u6e38\u30b4\u30b7\u30c3\u30af\u4f53, 'Yu Gothic', YuGothic, '\u30d2\u30e9\u30ae\u30ce\u89d2\u30b4\u30b7\u30c3\u30af Pro', 'Hiragino Kaku Gothic Pro', \u30e1\u30a4\u30ea\u30aa, 'Meiryo, Osaka', '\uff2d\uff33 \uff30\u30b4\u30b7\u30c3\u30af', 'MS PGothic', 'sans-serif'; font-size: 1.4rem;\"><\/span><\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u3067\u6307\u5b9a\u3055\u308c\u305f\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u540d\u3092\u5909\u6570\u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">7-4.Whisper\u30e2\u30c7\u30eb\u306e\u8aad\u307f\u8fbc\u307f<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code class=\"language-python\">model = WhisperModel(\r\n    \"large-v3\",\r\n    device=\"cuda\",\r\n    compute_type=\"float16\"\r\n)<span style=\"background-color: #f2f2f2; color: #7f7f7f; font-family: \u6e38\u30b4\u30b7\u30c3\u30af\u4f53, 'Yu Gothic', YuGothic, '\u30d2\u30e9\u30ae\u30ce\u89d2\u30b4\u30b7\u30c3\u30af Pro', 'Hiragino Kaku Gothic Pro', \u30e1\u30a4\u30ea\u30aa, 'Meiryo, Osaka', '\uff2d\uff33 \uff30\u30b4\u30b7\u30c3\u30af', 'MS PGothic', 'sans-serif'; font-size: 1.4rem;\"><\/span><\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u3053\u3053\u3067\u6587\u5b57\u8d77\u3053\u3057\u306b\u4f7f\u7528\u3059\u308bAI\u30e2\u30c7\u30eb\u3092\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u30fblarge-v3\uff1a\u9ad8\u7cbe\u5ea6\u30e2\u30c7\u30eb<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u30fbcuda\uff1aGPU\u3092\u4f7f\u7528<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u30fbfloat16\uff1aGPU\u5411\u3051\u9ad8\u901f\u6f14\u7b97\u30e2\u30fc\u30c9<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u4eca\u56de\u306e\u74b0\u5883\u3067\u306f RTX 4060 Ti \u3092\u5229\u7528\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u9ad8\u901f\u304b\u3064\u9ad8\u7cbe\u5ea6\u306a\u6587\u5b57\u8d77\u3053\u3057\u304c\u53ef\u80fd\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">7-5.\u97f3\u58f0\u8a8d\u8b58\u306e\u5b9f\u884c<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code class=\"language-python\">segments, info = model.transcribe(\r\n    audio_file,\r\n    language=\"ja\"\r\n)<span style=\"background-color: #f2f2f2; color: #7f7f7f; font-family: \u6e38\u30b4\u30b7\u30c3\u30af\u4f53, 'Yu Gothic', YuGothic, '\u30d2\u30e9\u30ae\u30ce\u89d2\u30b4\u30b7\u30c3\u30af Pro', 'Hiragino Kaku Gothic Pro', \u30e1\u30a4\u30ea\u30aa, 'Meiryo, Osaka', '\uff2d\uff33 \uff30\u30b4\u30b7\u30c3\u30af', 'MS PGothic', 'sans-serif'; font-size: 1.4rem;\"><\/span><\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u6307\u5b9a\u3057\u305f\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u3092\u65e5\u672c\u8a9e\u3068\u3057\u3066\u8a8d\u8b58\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u8a8d\u8b58\u7d50\u679c\u306f segments\u306b\u683c\u7d0d\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">7-6.\u51fa\u529b\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u4f5c\u6210<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code class=\"language-python\">output_file = audio_file.rsplit(\".\", 1)[0] + \".txt\"<span style=\"background-color: #f2f2f2; color: #7f7f7f; font-family: \u6e38\u30b4\u30b7\u30c3\u30af\u4f53, 'Yu Gothic', YuGothic, '\u30d2\u30e9\u30ae\u30ce\u89d2\u30b4\u30b7\u30c3\u30af Pro', 'Hiragino Kaku Gothic Pro', \u30e1\u30a4\u30ea\u30aa, 'Meiryo, Osaka', '\uff2d\uff33 \uff30\u30b4\u30b7\u30c3\u30af', 'MS PGothic', 'sans-serif'; font-size: 1.4rem;\"><\/span><\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u4f8b\u3048\u3070\u3001<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code class=\"language-text\">meeting.m4a<span style=\"background-color: #f2f2f2; color: #7f7f7f; font-family: \u6e38\u30b4\u30b7\u30c3\u30af\u4f53, 'Yu Gothic', YuGothic, '\u30d2\u30e9\u30ae\u30ce\u89d2\u30b4\u30b7\u30c3\u30af Pro', 'Hiragino Kaku Gothic Pro', \u30e1\u30a4\u30ea\u30aa, 'Meiryo, Osaka', '\uff2d\uff33 \uff30\u30b4\u30b7\u30c3\u30af', 'MS PGothic', 'sans-serif'; font-size: 1.4rem;\"><\/span><\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u3067\u3042\u308c\u3070\u3001<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code class=\"language-text\">meeting.txt<span style=\"background-color: #f2f2f2; color: #7f7f7f; font-family: \u6e38\u30b4\u30b7\u30c3\u30af\u4f53, 'Yu Gothic', YuGothic, '\u30d2\u30e9\u30ae\u30ce\u89d2\u30b4\u30b7\u30c3\u30af Pro', 'Hiragino Kaku Gothic Pro', \u30e1\u30a4\u30ea\u30aa, 'Meiryo, Osaka', '\uff2d\uff33 \uff30\u30b4\u30b7\u30c3\u30af', 'MS PGothic', 'sans-serif'; font-size: 1.4rem;\"><\/span><\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u3068\u3044\u3046\u51fa\u529b\u30d5\u30a1\u30a4\u30eb\u540d\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">7-7.\u6587\u5b57\u304a\u8d8a\u3057\u7d50\u679c\u306e\u4fdd\u5b58<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code class=\"language-python\">with open(output_file, \"w\", encoding=\"utf-8\") as f:\r\n    for segment in segments:\r\n        print(segment.text)\r\n        f.write(segment.text + \"\\n\")<span style=\"background-color: #f2f2f2; color: #7f7f7f; font-family: \u6e38\u30b4\u30b7\u30c3\u30af\u4f53, 'Yu Gothic', YuGothic, '\u30d2\u30e9\u30ae\u30ce\u89d2\u30b4\u30b7\u30c3\u30af Pro', 'Hiragino Kaku Gothic Pro', \u30e1\u30a4\u30ea\u30aa, 'Meiryo, Osaka', '\uff2d\uff33 \uff30\u30b4\u30b7\u30c3\u30af', 'MS PGothic', 'sans-serif'; font-size: 1.4rem;\"><\/span><\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u8a8d\u8b58\u3057\u305f\u6587\u7ae0\u30921\u884c\u305a\u3064<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u30fb\u753b\u9762\u306b\u8868\u793a<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u30fb\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3078\u4fdd\u5b58<\/span><span style=\"font-size: 12pt;\">\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">7-8.\u4fdd\u5b58\u5b8c\u4e86\u30e1\u30c3\u30bb\u30fc\u30b8<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code class=\"language-python\">print(f\"\\n\u4fdd\u5b58\u5b8c\u4e86: {output_file}\")<span style=\"background-color: #f2f2f2; color: #7f7f7f; font-family: \u6e38\u30b4\u30b7\u30c3\u30af\u4f53, 'Yu Gothic', YuGothic, '\u30d2\u30e9\u30ae\u30ce\u89d2\u30b4\u30b7\u30c3\u30af Pro', 'Hiragino Kaku Gothic Pro', \u30e1\u30a4\u30ea\u30aa, 'Meiryo, Osaka', '\uff2d\uff33 \uff30\u30b4\u30b7\u30c3\u30af', 'MS PGothic', 'sans-serif'; font-size: 1.4rem;\"><\/span><\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u6587\u5b57\u8d77\u3053\u3057\u7d42\u4e86\u5f8c\u306b\u4fdd\u5b58\u5148\u30d5\u30a1\u30a4\u30eb\u540d\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><strong><span style=\"font-size: 14pt;\"><br \/>\n8.\u6587\u5b57\u8d77\u3053\u3057\u306e\u5b9f\u884c<\/span><\/strong><\/p>\n<p><span style=\"font-size: 12pt;\">\u4eee\u60f3\u74b0\u5883\u4e0b\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002\uff08\u8a18\u8ff0\u6e08\uff09<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">PowerShell\u3092\u8d77\u52d5\u3057\u3001\u4eee\u60f3\u74b0\u5883\u304c\u3042\u308b\u30d5\u30a9\u30eb\u30c0\u3078\u79fb\u52d5\u3057\u307e\u3059\u3002<\/span><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>cd .\\whisper_env<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u5b9f\u884c\u5f8c\u306f\u6b21\u306e\u3088\u3046\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>PS C:\\Users\\PC_user1\\whisper_env&gt;<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u4eee\u60f3\u74b0\u5883\u3092\u6709\u52b9\u306b\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/span><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>.\\Scripts\\Activate.ps1<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u6b63\u5e38\u306b\u6709\u52b9\u5316\u3055\u308c\u308b\u3068\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5148\u982d\u306b\u4eee\u60f3\u74b0\u5883\u540d\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>(whisper_env) PS C:\\Users\\PC_user1\\whisper_env&gt;<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u3092\u6307\u5b9a\u3057\u3066test.py\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/span><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>test.py 20260419_090922_2.m4a<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u00a0<\/span><span style=\"font-size: 12pt;\">\u6b63\u5e38\u306b\u6587\u5b57\u8d77\u3053\u3057\u958b\u59cb\u3057\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u4fdd\u5b58\u3055\u308c\u305f\u6587\u5b57\u8d77\u3053\u3057\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb<\/span><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/shunto2136.synology.me\/wordpress\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/shunto2136.synology.me\/wordpress\/wp-content\/uploads\/2026\/06\/\u6587\u5b57\u8d77\u3053\u3057\u30c6\u30ad\u30b9\u30c8.jpg\" alt=\"\" width=\"639\" height=\"325\" class=\"alignnone wp-image-13992 size-full\" \/><\/p>\n<p><strong><span style=\"font-size: 14pt;\"><br \/>\n9.\u6587\u5b57\u8d77\u3053\u3057\u7528\u30d0\u30c3\u30c1\u30d5\u30a1\u30a4\u30eb\u306e\u4f5c\u6210<\/span><\/strong><\/p>\n<p><span style=\"font-size: 12pt;\">\u6587\u5b57\u8d77\u3053\u3057\u30d0\u30c3\u30c1\u30d5\u30a1\u30a4\u30eb\u4f5c\u6210\u306e\u610f\u7fa9<\/span><\/p>\n<p data-start=\"68\" data-end=\"97\"><span style=\"font-size: 12pt;\">\u901a\u5e38\u3001faster-whisper\u3067\u6587\u5b57\u8d77\u3053\u3057\u3092\u884c\u3046\u306b\u306f\u3001<\/span><\/p>\n<div class=\"relative w-full mt-4 mb-1\">\n<div class=\"\">\n<div class=\"contents\">\n<div class=\"border border-token-border-light border-radius-3xl corner-superellipse\/1.1 rounded-3xl\">\n<div class=\"relative h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse\/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback\">\n<div class=\"pointer-events-none absolute inset-x-4 top-12 bottom-4\">\n<div class=\"pointer-events-none sticky z-40 shrink-0 z-1!\">\n<div class=\"sticky bg-token-border-light\">\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code><span class=\"\u037cl\">cd<\/span><span> <\/span><span class=\"\u037cl\">C:<\/span><span>\\<\/span><span class=\"\u037cm\">Users<\/span><span>\\<\/span><span class=\"\u037cm\">PC_user1<\/span><span>\\<\/span><span class=\"\u037cm\">whisper_env<\/span>\r\n<span>.\\<\/span><span class=\"\u037cm\">Scripts<\/span><span>\\<\/span><span class=\"\u037cm\">activate<\/span>\r\n<span class=\"\u037cm\">python<\/span><span> <\/span><span class=\"\u037cm\">test<\/span><span>.<\/span><span class=\"\u037cm\">py<\/span><span> <\/span><span class=\"\u037cq\">\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb<\/span><span>.<\/span><span class=\"\u037cm\">m4a<\/span><\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"relative\">\n<div class=\"\">\n<div class=\"\"><span style=\"font-size: 12pt;\">\u306e\u3088\u3046\u306b\u6bce\u56de\u8907\u6570\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p data-start=\"236\" data-end=\"254\"><span style=\"font-size: 12pt;\">\u3057\u304b\u3057\u3001\u6587\u5b57\u8d77\u3053\u3057\u3092\u983b\u7e41\u306b\u884c\u3046\u5834\u5408\u3001<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u30fb\u4eee\u60f3\u74b0\u5883\u306e\u6709\u52b9\u5316<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u30fb\u30d7\u30ed\u30b0\u30e9\u30e0\u5b9f\u884c<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u30fb\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u6307\u5b9a<\/span><\/p>\n<p data-start=\"289\" data-end=\"306\"><span style=\"font-size: 12pt;\">\u3092\u6bce\u56de\u5165\u529b\u3059\u308b\u306e\u306f\u624b\u9593\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u30d0\u30c3\u30c1\u30d5\u30a1\u30a4\u30eb\u306b\u3088\u308b\u81ea\u52d5\u5316\u306b\u3064\u3044\u3066<\/span><\/p>\n<p data-start=\"332\" data-end=\"336\"><span style=\"font-size: 12pt;\">\u4f5c\u6210\u3057\u305f<\/span><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code><span>run_whisper.bat<\/span><\/code><\/pre>\n<\/div>\n<div class=\"relative w-full mt-4 mb-1\">\n<div class=\"\">\n<div class=\"contents\">\n<div class=\"relative\">\n<div class=\"\">\n<div class=\"\"><span style=\"font-size: 1.4rem;\"><span style=\"font-size: 1.4rem;\"><span style=\"font-size: 12pt;\">\u306f\u3001<\/span><br \/>\n<\/span><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code><span>\u4eee\u60f3\u74b0\u5883\u306e\u8d77\u52d5<\/span>\r\n<span>\u2193<\/span>\r\n<span>test.py\u306e\u5b9f\u884c<\/span>\r\n<span>\u2193<\/span>\r\n<span>\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u306e\u53d7\u3051\u6e21\u3057<\/span><\/code><\/pre>\n<\/div>\n<div class=\"relative w-full mt-4 mb-1\">\n<div class=\"\">\n<div class=\"contents\">\n<div class=\"relative\">\n<div class=\"\">\n<div class=\"\"><span style=\"font-size: 12pt;\">\u3092\u81ea\u52d5\u3067\u884c\u3044\u307e\u3059\u3002<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p data-start=\"454\" data-end=\"458\"><span style=\"font-size: 12pt;\">\u5229\u7528\u8005\u306f<\/span><\/p>\n<div class=\"relative w-full mt-4 mb-1\">\n<div class=\"\">\n<div class=\"contents\">\n<div class=\"relative\">\n<div class=\"h-full min-h-0 min-w-0\">\n<div class=\"h-full min-h-0 min-w-0\">\n<div class=\"border border-token-border-light border-radius-3xl corner-superellipse\/1.1 rounded-3xl\">\n<div class=\"h-full w-full border-radius-3xl bg-token-bg-elevated-secondary corner-superellipse\/1.1 overflow-clip rounded-3xl lxnfua_clipPathFallback\">\n<div class=\"pointer-events-none absolute end-1.5 top-1 z-2 md:end-2 md:top-1\">\n<div class=\"hcb_wrap no-copy\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code><span>\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u3092<\/span>\r\n<span>run_whisper.bat\u3078<\/span>\r\n<span>\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7<\/span><\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"\">\n<p><span style=\"font-size: 12pt;\"><span style=\"font-size: 12pt;\">\u3059\u308b\u3060\u3051\u3067\u3059\u3002<\/span><\/span><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>@echo off cd \/d C:\\Users\\PC_user1\\whisper_env \r\ncall Scripts\\activate.bat\r\npython test.py pause<\/code><\/pre>\n<\/div>\n<p><span style=\"font-size: 12pt;\"><span style=\"font-size: 12pt;\">\u00a0<\/span><\/span><span style=\"font-size: 12pt;\">\u30e1\u30e2\u5e33\u306b\u4e0a\u8a18\u3092\u30b3\u30d4\u30fc\u3057\u3066\u8cbc\u308a\u4ed8\u3051\u307e\u3059\u3002<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><span style=\"font-size: 12pt;\">\u540d\u524d\u3092\u4ed8\u3051\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002<br \/>\n<\/span><span style=\"font-size: 12pt;\"><br \/>\n\u300c\u30d5\u30a1\u30a4\u30eb\u300d\u2192\u300c\u540d\u524d\u3092\u4ed8\u3051\u3066\u4fdd\u5b58\u300d<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u4fdd\u5b58\u5834\u6240\uff1a\u30c7\u30a3\u30b9\u30af\u30c8\u30c3\u30d7<\/span><\/p>\n<p>\u30d5\u30a1\u30a4\u30eb\u540d\uff1arun_whisper.bat<\/p>\n<p><span style=\"font-size: 12pt;\">\u30d5\u30a1\u30a4\u30eb\u306e\u7a2e\u985e\uff1a\u5168\u3066\u306e\u30d5\u30a1\u30a4\u30eb<\/span><br \/>\n<span style=\"font-size: 12pt;\"><br \/>\n\u300c\u30c6\u30ad\u30b9\u30c8\u6587\u66f8 (*.txt)\u300d\u306e\u307e\u307e\u3060\u3068<br \/>\n<\/span><span style=\"font-size: 12pt;\">run_whisper.bat.txt\u306b\u306a\u3063\u3066\u52d5\u304d\u307e\u305b\u3093\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u3053\u308c\u3067\u30d0\u30c3\u30c1\u30d5\u30a1\u30a4\u30eb\u304c\u4f5c\u6210\u3055\u308c\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u3092run_whisper.bat\u30d5\u30a1\u30a4\u30eb\u306b\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u81ea\u52d5\u3067\u6587\u5b57\u304a\u8d8a\u3057\u304c\u958b\u59cb\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u7d42\u308f\u308b\u3068\u6587\u5b57\u304a\u8d8a\u3057\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u304c\u30c7\u30a3\u30b9\u30af\u30c8\u30c3\u30d7\u306b\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><strong><span style=\"font-size: 14pt;\">10.\u52d5\u4f5c\u8a55\u4fa1\u3068\u4f7f\u7528\u611f<\/span><\/strong><br \/>\n<span style=\"font-size: 12pt;\"><br \/>\n\u5b9f\u969b\u306b57\u520629\u79d2\u306e\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u3067\u691c\u8a3c\u3057\u305f\u3068\u3053\u308d\u3001\u6587\u5b57\u8d77\u3053\u3057\u306f5\u520648\u79d2\u3067\u5b8c\u4e86\u3057\u307e\u3057\u305f\u3002<br \/>\n<\/span><br \/>\n<span style=\"font-size: 12pt;\">\u5b9f\u6642\u9593\u306e\u7d049.9\u500d\u306e\u901f\u5ea6\u3067\u51e6\u7406\u3067\u304d\u3066\u304a\u308a\u3001RTX 4060 Ti\u3068faster-whisper\u3001CUDA 12.9\u3092\u7d44\u307f\u5408\u308f\u305b\u305fGPU\u74b0\u5883\u306e\u52b9\u679c\u3092\u5b9f\u611f\u3067\u304d\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">CPU\u51e6\u7406\u3068\u6bd4\u8f03\u3059\u308b\u3068<\/span><\/p>\n<p data-start=\"340\" data-end=\"367\"><span style=\"font-size: 12pt;\">5\uff5e10\u500d\u4ee5\u4e0a\u9ad8\u901f\u5316\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u9577\u6642\u9593\u306e\u4f1a\u8b70\u9332\u97f3\u3067\u3082\u77ed\u6642\u9593\u3067\u6587\u5b57\u8d77\u3053\u3057\u3067\u304d\u308b\u305f\u3081\u3001\u5b9f\u7528\u6027\u306f\u975e\u5e38\u306b\u9ad8\u3044\u3068\u611f\u3058\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><span style=\"font-size: 12pt;\"><span>\u5b9f\u7528\u30ec\u30d9\u30eb\u3067\u304b\u306a\u308a\u512a\u79c0\u3067\u3059\u3002<\/span><br \/>\n<\/span><\/p>\n<p><span style=\"font-size: 12pt;\">\u4ee5\u4e0a\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/shunto2136.synology.me\/wordpress\/2025\/01\/16\/with-high-accuracy-speech-recognition-and-transcription-creating-minutes-for-neighborhood-association-meetings-has-become-much-easier\/\" target=\"_self\">\u9ad8\u3044\u7cbe\u5ea6\u306e\u97f3\u58f0\u8a8d\u8b58\u3068\u6587\u5b57\u8d77\u3053\u3057\u306b\u3088\u308a\u81ea\u6cbb\u4f1a\u4f1a\u8b70\u306e\u8b70\u4e8b\u9332\u4f5c\u6210\u304c\u7c21\u5358\u306b\u3067\u304d\u307e\u3057\u305f\u3002<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase 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href=\"https:\/\/shunto2136.synology.me\/wordpress\/2025\/01\/16\/with-high-accuracy-speech-recognition-and-transcription-creating-minutes-for-neighborhood-association-meetings-has-become-much-easier\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"206\" src=\"https:\/\/shunto2136.synology.me\/wordpress\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/shunto2136.synology.me\/wordpress\/wp-content\/uploads\/2025\/01\/instagram\u753b\u50cf-1-375x206.jpg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"\" \/><\/a><\/div>\r\n\t\t\t<\/div>\n<div class=\"relative w-full mt-4 mb-1\">\n<div class=\"\">\n<div class=\"contents\">\n<div class=\"relative\">\n<div class=\"\">\n<div class=\"\">\n<div class=\"hcb_wrap\">\n<div class=\"hcb_wrap\"><span style=\"font-size: 12pt;\"><span style=\"font-size: 12pt;\"><span style=\"font-size: 12pt;\"><span style=\"font-size: 12pt;\"><br \/>\n<\/span><\/span><\/span><\/span><span style=\"font-size: 12pt;\"><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>GPU\u5bfe\u5fdc\u306e faster-whisper \u3092\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u306b\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3067\u3001\u9ad8\u901f\u304b\u3064\u9ad8\u7cbe\u5ea6\u306a\u6587\u5b57\u8d77\u3053\u3057\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002 \u4eca\u56de\u306f\u3001GPU\u300cRTX 4060 Ti\uff086GB\uff09\u300d\u3092\u642d\u8f09\u3057\u305f\u81ea\u4f5c\u30c7\u30b9\u30af\u30c8\u30c3\u30d7PC\u306b\u69cb\u7bc9\u3057\u3001\u5b9f\u969b\u306b\u52d5\u4f5c\u691c\u8a3c\u3092\u884c\u3044\u307e\u3057\u305f\u3002 \u30af\u30e9\u30a6\u30c9\u578b\u30b5\u30fc\u30d3\u30b9\u3068\u306f\u7570\u306a\u308a\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u3092\u5fc5\u8981\u3068\u3057\u306a\u3044\u305f\u3081\u3001\u97f3\u58f0\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u306b\u9001\u4fe1\u3059\u308b\u3053\u3068\u306a\u304f\u51e6\u7406\u3067\u304d\u307e\u3059\u3002 \u305d\u306e\u305f\u3081\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u9762\u3067\u3082\u5b89\u5fc3\u3057\u3066\u5229 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