{"id":8106,"date":"2024-12-09T11:33:23","date_gmt":"2024-12-09T02:33:23","guid":{"rendered":"https:\/\/flogics.com\/wp\/?p=8106"},"modified":"2024-12-10T23:35:44","modified_gmt":"2024-12-10T14:35:44","slug":"openai-whisper-chatgpt-transcription","status":"publish","type":"post","link":"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/","title":{"rendered":"AI \u306b\u3088\u308b\u30c6\u30fc\u30d7\u8d77\u3053\u3057\u304b\u3089\u8b70\u4e8b\u9332\u4f5c\u6210\u307e\u3067! \u8aa4\u5909\u63db\u306f\u6700\u65b0\u306eo1\u3067\u76f4\u305d\u3046"},"content":{"rendered":"<p>Learn efficient methods for transcribing meeting recordings and creating minutes using AI technologies like OpenAI&#8217;s Whisper, the new o1 model, Python, and FFmpeg.<\/p>\n<p><a href=\"http:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/5f81b7afb047bf22754b529b5a087817.jpg\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-8124\" src=\"http:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/5f81b7afb047bf22754b529b5a087817.jpg\" alt=\"A flat, simple illustration of a futuristic conference room where a friendly-looking robot is actively participating in a business meeting, holding a microphone toward a speaker at the table. The robot appears eager and professional. Surrounding participants, dressed in modern business attire, show mixed reactions: some exchange astonished glances while others look intrigued. The setting includes a minimalist conference table with laptops, papers, and a muted projection screen in the background displaying meeting notes. The color palette is soft and muted, emphasizing a calm, focused atmosphere suitable for a technology-themed blog. Illustrated by ChatGPT and DALL-E.\" width=\"1792\" height=\"1024\" srcset=\"https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/5f81b7afb047bf22754b529b5a087817.jpg 1792w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/5f81b7afb047bf22754b529b5a087817-300x171.jpg 300w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/5f81b7afb047bf22754b529b5a087817-1024x585.jpg 1024w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/5f81b7afb047bf22754b529b5a087817-768x439.jpg 768w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/5f81b7afb047bf22754b529b5a087817-1536x878.jpg 1536w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/5f81b7afb047bf22754b529b5a087817-660x377.jpg 660w\" sizes=\"(max-width: 1792px) 100vw, 1792px\" \/><\/a><\/p>\n<p>\u76f8\u6a21\u539f\u5e02\u3067 IoT \u8a2d\u8a08\u3092\u53d7\u8a17\u3057\u3066\u3044\u308b\u30d5\u30a1\u30fc\u30e0\u30ed\u30b8\u30c3\u30af\u30b9\u3067\u3059\u3002<\/p>\n<p>\u6700\u8fd1\u3001\u3042\u308b\u304a\u5ba2\u69d8\u304b\u3089\u306e\u4f9d\u983c\u3067\u3001\u30df\u30fc\u30c6\u30a3\u30f3\u30b0\u9332\u97f3\u306e\u6587\u5b57\u8d77\u3053\u3057\uff08\u3044\u308f\u3086\u308b\u30c6\u30fc\u30d7\u8d77\u3053\u3057\uff09\u3068\u3001\u305d\u3053\u304b\u3089\u306e\u8b70\u4e8b\u9332\u4f5c\u6210\u3092\u3055\u305b\u3066\u9802\u304d\u307e\u3057\u305f\u3002\u79c1\u306e\u5c02\u9580\u5916\u306e\u8b70\u4e8b\u3068\u3044\u3046\u3053\u3068\u3082\u3042\u308a\u3001\u624b\u4f5c\u696d\u3067\u306f\u3068\u3066\u3082\u7121\u7406\u3067\u3057\u305f\u306e\u3067\u3001\u6a5f\u68b0\u5b66\u7fd2\uff08AI\uff09\u6280\u8853\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3057\u307e\u3057\u305f\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"1%E6%99%82%E9%96%93%E3%81%AE%E9%9F%B3%E5%A3%B0%E3%81%A7_50%E5%86%86%E7%A8%8B%E5%BA%A6%E3%81%8B%E3%82%89%E5%8F%AF%E8%83%BD\"><\/span>1\u6642\u9593\u306e\u97f3\u58f0\u3067 50\u5186\u7a0b\u5ea6\u304b\u3089\u53ef\u80fd<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u307e\u305a\u6700\u521d\u306b\u3001\u30c6\u30fc\u30d7\u8d77\u3053\u3057\u306e\u8cbb\u7528\u306b\u3064\u3044\u3066\u5fa1\u8208\u5473\u306e\u65b9\u304c\u591a\u3044\u3067\u3057\u3087\u3046\u3002\u65e2\u306b <a href=\"https:\/\/openai.com\/index\/chatgpt-plus\/\">ChatGPT Plus<\/a> \u306e\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u306b\u306f\u3001\u5f8c\u8ff0\u306e Whisper \u3068 OpenAI o1 \u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u304b\u306a\u308a\u8cea\u306e\u9ad8\u3044\u30c6\u30fc\u30d7\u8d77\u3053\u3057\u304c <strong>1\u6642\u9593\u306e\u97f3\u58f0\u3042\u305f\u308a 0.36 \u7c73\u30c9\u30eb\uff08\u73fe\u5728\u306e\u30ec\u30fc\u30c8\u3067 50\u5186\u7a0b\u5ea6\uff09\u304b\u3089\u53ef\u80fd<\/strong>\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u8cbb\u7528\u306f\u6982\u306d Whisper \u3068\u3044\u3046\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306b\u3088\u308b\u3082\u306e\u3067\u3001ChatGPT \u306e o1 \u30e2\u30c7\u30eb\u306f\u3001\u73fe\u5728 Plus \u30b5\u30fc\u30d3\u30b9\u3067 1\u9031\u9593\u3042\u305f\u308a 50\u30e1\u30c3\u30bb\u30fc\u30b8\u307e\u3067<strong>\u8ffd\u52a0\u8cbb\u7528\u306a\u3057<\/strong>\u3067<a href=\"https:\/\/help.openai.com\/en\/articles\/9824962-openai-o1-and-o1-mini-usage-limits-on-chatgpt-and-the-api#:~:text=with%20a%20chatgpt%20plus%20or%20team%20account%2C%20you%20have%20access%20to%2050%20messages%20a%20week\">\u5229\u7528\u3067\u304d\u307e\u3059<\/a>\u3002<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_54_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >\u76ee\u6b21<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\" role=\"button\"><label for=\"item-69ee3103367e7\" ><span class=\"\"><span style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input aria-label=\"Toggle\" aria-label=\"item-69ee3103367e7\"  type=\"checkbox\" id=\"item-69ee3103367e7\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/#1%E6%99%82%E9%96%93%E3%81%AE%E9%9F%B3%E5%A3%B0%E3%81%A7_50%E5%86%86%E7%A8%8B%E5%BA%A6%E3%81%8B%E3%82%89%E5%8F%AF%E8%83%BD\" title=\"1\u6642\u9593\u306e\u97f3\u58f0\u3067 50\u5186\u7a0b\u5ea6\u304b\u3089\u53ef\u80fd\">1\u6642\u9593\u306e\u97f3\u58f0\u3067 50\u5186\u7a0b\u5ea6\u304b\u3089\u53ef\u80fd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/#%E9%9F%B3%E5%A3%B0%E3%83%86%E3%82%AD%E3%82%B9%E3%83%88%E5%A4%89%E6%8F%9B%EF%BC%88Speech-to-Text%EF%BC%89\" title=\"\u97f3\u58f0\u30c6\u30ad\u30b9\u30c8\u5909\u63db\uff08Speech-to-Text\uff09\">\u97f3\u58f0\u30c6\u30ad\u30b9\u30c8\u5909\u63db\uff08Speech-to-Text\uff09<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/#%E9%8C%B2%E9%9F%B3%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E6%BA%96%E5%82%99\" title=\"\u9332\u97f3\u30c7\u30fc\u30bf\u306e\u6e96\u5099\">\u9332\u97f3\u30c7\u30fc\u30bf\u306e\u6e96\u5099<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/#%E3%83%95%E3%82%A1%E3%82%A4%E3%83%AB%E3%81%AE%E7%B7%A8%E9%9B%86\" title=\"\u30d5\u30a1\u30a4\u30eb\u306e\u7de8\u96c6\">\u30d5\u30a1\u30a4\u30eb\u306e\u7de8\u96c6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/#OpenAI_Whisper_%E3%81%AB%E3%82%88%E3%82%8B%E6%96%87%E5%AD%97%E8%B5%B7%E3%81%93%E3%81%97\" title=\"OpenAI Whisper \u306b\u3088\u308b\u6587\u5b57\u8d77\u3053\u3057\">OpenAI Whisper \u306b\u3088\u308b\u6587\u5b57\u8d77\u3053\u3057<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/#%E3%83%AD%E3%83%BC%E3%82%AB%E3%83%AB_PC_%E3%81%A7%E3%81%AE_Whisper%EF%BC%88%E7%84%A1%E6%96%99%EF%BC%89\" title=\"\u30ed\u30fc\u30ab\u30eb PC \u3067\u306e Whisper\uff08\u7121\u6599\uff09\">\u30ed\u30fc\u30ab\u30eb PC \u3067\u306e Whisper\uff08\u7121\u6599\uff09<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/#OpenAI_%E7%A4%BE%E3%81%AE%E3%82%AF%E3%83%A9%E3%82%A6%E3%83%89%E3%82%B5%E3%83%BC%E3%83%93%E3%82%B9\" title=\"OpenAI \u793e\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\">OpenAI \u793e\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/#%E8%AA%A4%E8%AA%8D%E8%AD%98%E3%81%A8%E3%81%AE%E9%97%98%E3%81%84\" title=\"\u8aa4\u8a8d\u8b58\u3068\u306e\u95d8\u3044\">\u8aa4\u8a8d\u8b58\u3068\u306e\u95d8\u3044<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/#%E4%BD%9C%E6%88%A6_1_%E3%81%9D%E3%81%AE%E3%81%BE%E3%81%BE_ChatGPT_%E3%81%AB%E4%BB%BB%E3%81%9B%E3%82%8B\" title=\"\u4f5c\u6226 1: \u305d\u306e\u307e\u307e ChatGPT \u306b\u4efb\u305b\u308b\">\u4f5c\u6226 1: \u305d\u306e\u307e\u307e ChatGPT \u306b\u4efb\u305b\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/#%E4%BD%9C%E6%88%A6_2_OpenAI_%E7%A4%BE%E3%81%AE_GPT_API_%E3%82%B5%E3%83%BC%E3%83%93%E3%82%B9%E3%82%92%E5%88%A9%E7%94%A8%E3%81%99%E3%82%8B\" title=\"\u4f5c\u6226 2: OpenAI \u793e\u306e GPT API \u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b\">\u4f5c\u6226 2: OpenAI \u793e\u306e GPT API \u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/#%E4%BD%9C%E6%88%A6_3_GPT_%E3%81%AB%E5%AE%9A%E6%9C%9F%E7%9A%84%E3%81%AB%E7%94%A8%E8%AA%9E%E3%83%AA%E3%82%B9%E3%83%88%E3%82%92%E4%BD%9C%E6%88%90%E3%81%95%E3%81%9B%E3%82%8B\" title=\"\u4f5c\u6226 3: GPT \u306b\u5b9a\u671f\u7684\u306b\u7528\u8a9e\u30ea\u30b9\u30c8\u3092\u4f5c\u6210\u3055\u305b\u308b\">\u4f5c\u6226 3: GPT \u306b\u5b9a\u671f\u7684\u306b\u7528\u8a9e\u30ea\u30b9\u30c8\u3092\u4f5c\u6210\u3055\u305b\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/#%E4%BD%9C%E6%88%A6_4_ChatGPT_%E3%82%92%E4%BD%BF%E3%81%A3%E3%81%A6%E3%80%81%E6%9C%80%E5%88%9D%E3%81%AB%E7%94%A8%E8%AA%9E%E3%81%AE%E5%AF%BE%E7%85%A7%E3%83%AA%E3%82%B9%E3%83%88%E3%82%92%E4%BD%9C%E3%82%89%E3%81%9B%E3%82%8B\" title=\"\u4f5c\u6226 4: ChatGPT \u3092\u4f7f\u3063\u3066\u3001\u6700\u521d\u306b\u7528\u8a9e\u306e\u5bfe\u7167\u30ea\u30b9\u30c8\u3092\u4f5c\u3089\u305b\u308b\">\u4f5c\u6226 4: ChatGPT \u3092\u4f7f\u3063\u3066\u3001\u6700\u521d\u306b\u7528\u8a9e\u306e\u5bfe\u7167\u30ea\u30b9\u30c8\u3092\u4f5c\u3089\u305b\u308b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/#%E9%9D%92%E5%A4%A9%E3%81%AE%E9%9C%B9%E9%9D%82_OpenAI_o1%EF%BC%88%E3%82%AA%E3%83%BC%E3%83%AF%E3%83%B3%EF%BC%89%E7%99%BB%E5%A0%B4\" title=\"\u9752\u5929\u306e\u9739\u9742 OpenAI o1\uff08\u30aa\u30fc\u30ef\u30f3\uff09\u767b\u5834\">\u9752\u5929\u306e\u9739\u9742 OpenAI o1\uff08\u30aa\u30fc\u30ef\u30f3\uff09\u767b\u5834<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/#%E7%B5%90%E8%AB%96_Whisper_o1_%E3%81%A7%E8%A7%A3%E6%B1%BA\" title=\"\u7d50\u8ad6: Whisper + o1 \u3067\u89e3\u6c7a\">\u7d50\u8ad6: Whisper + o1 \u3067\u89e3\u6c7a<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/#%E4%BB%8A%E5%9B%9E_o1_%E3%81%AB%E4%B8%8E%E3%81%88%E3%81%9F%E6%8C%87%E7%A4%BA%EF%BC%88%E3%83%97%E3%83%AD%E3%83%B3%E3%83%97%E3%83%88%EF%BC%89\" title=\"\u4eca\u56de o1 \u306b\u4e0e\u3048\u305f\u6307\u793a\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\">\u4eca\u56de o1 \u306b\u4e0e\u3048\u305f\u6307\u793a\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/#%E3%82%82%E3%81%97%E3%81%8B%E3%81%97%E3%81%A6%E3%80%81%E3%81%A1%E3%82%83%E3%82%93%E3%81%A8%E3%81%97%E3%81%9F%E8%AA%AC%E6%98%8E%E8%B3%87%E6%96%99%E3%82%82%E4%BD%9C%E3%82%8C%E3%82%8B\" title=\"\u3082\u3057\u304b\u3057\u3066\u3001\u3061\u3083\u3093\u3068\u3057\u305f\u8aac\u660e\u8cc7\u6599\u3082\u4f5c\u308c\u308b!?\">\u3082\u3057\u304b\u3057\u3066\u3001\u3061\u3083\u3093\u3068\u3057\u305f\u8aac\u660e\u8cc7\u6599\u3082\u4f5c\u308c\u308b!?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/#%E6%84%9F%E6%BF%80%EF%BC%88%E5%88%A5%E5%90%8D%E3%80%81%E5%94%96%E7%84%B6%EF%BC%89%E3%81%AE%E5%B9%95%E5%BC%95%E3%81%8D\" title=\"\u611f\u6fc0\uff08\u5225\u540d\u3001\u5516\u7136\uff09\u306e\u5e55\u5f15\u304d\">\u611f\u6fc0\uff08\u5225\u540d\u3001\u5516\u7136\uff09\u306e\u5e55\u5f15\u304d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/flogics.com\/wp\/2024\/12\/openai-whisper-chatgpt-transcription\/#%E3%81%8A%E5%95%8F%E3%81%84%E5%90%88%E3%82%8F%E3%81%9B%E3%81%AF%E3%81%8A%E6%B0%97%E8%BB%BD%E3%81%AB\" title=\"\u304a\u554f\u3044\u5408\u308f\u305b\u306f\u304a\u6c17\u8efd\u306b!\">\u304a\u554f\u3044\u5408\u308f\u305b\u306f\u304a\u6c17\u8efd\u306b!<\/a><\/li><\/ul><\/nav><\/div>\n\n<h2><span class=\"ez-toc-section\" id=\"%E9%9F%B3%E5%A3%B0%E3%83%86%E3%82%AD%E3%82%B9%E3%83%88%E5%A4%89%E6%8F%9B%EF%BC%88Speech-to-Text%EF%BC%89\"><\/span>\u97f3\u58f0\u30c6\u30ad\u30b9\u30c8\u5909\u63db\uff08Speech-to-Text\uff09<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI \u306b\u3088\u308b\u97f3\u58f0\u30c6\u30ad\u30b9\u30c8\u5909\u63db\u6280\u8853\u306b\u306f\u4ee5\u524d\u304b\u3089\u8208\u5473\u304c\u3042\u3063\u305f\u306e\u3067\u3059\u304c\u3001\u306a\u304b\u306a\u304b\u5b9f\u8df5\u3059\u308b\u6a5f\u4f1a\u304c\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u4eca\u56de\u306f\u3058\u3081\u3066\u53d6\u308a\u7d44\u3093\u3067\u307f\u305f\u3068\u3053\u308d\u3001AI \u306e\u9032\u5316\u306b\u9a5a\u304d\u3064\u3064\u3082\u3001\u5b9f\u969b\u306e\u8b70\u4e8b\u9332\u8d77\u3053\u3057\u4f5c\u696d\u3067\u306f\u3055\u307e\u3056\u307e\u306a\u554f\u984c\u306b\u76f4\u9762\u3059\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3057\u305f\u3002\u79c1\u81ea\u8eab\u306e\u5099\u5fd8\u9332\u3068\u3057\u3066\u3082\u3055\u308b\u3053\u3068\u306a\u304c\u3089\u3001\u30d6\u30ed\u30b0\u3092\u5fa1\u89a7\u9802\u3044\u3066\u3044\u308b\u7686\u69d8\u306e\u5c11\u3057\u3067\u3082\u304a\u5f79\u306b\u7acb\u3066\u308c\u3070\u3068\u601d\u3044\u3001\u4eca\u56de\u306e\u4f5c\u696d\u304b\u3089\u5f97\u305f\u30ce\u30a6\u30cf\u30a6\u3092\u5171\u6709\u3055\u305b\u3066\u9802\u3053\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u3061\u306a\u307f\u306b<a href=\"#o1\">\u7d50\u8ad6<\/a>\u304b\u3089\u7533\u3057\u307e\u3059\u3068\u3001\u3064\u3044\u6700\u8fd1\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305f OpenAI\uff08ChatGPT\uff09\u306e\u6700\u65b0\u30e2\u30c7\u30eb\u300co1\u300d\u3092\u4f7f\u3046\u306e\u304c\u3082\u3063\u3068\u3082\u52b9\u7387\u7684\u3060\u3068\u5206\u304b\u308a\u307e\u3057\u305f\u304c\u3001\u5b9f\u306f\u4f5c\u696d\u3092\u59cb\u3081\u305f\u6bb5\u968e\u3067\u306f o1 \u304c\u672a\u30ea\u30ea\u30fc\u30b9\u3067\uff08o1-preview \u306f\u5b58\u5728\u3057\u305f\uff09\u3001\u307e\u305f\u3001o1 \u304c\u305d\u306e\u3088\u3046\u306a\u7528\u9014\uff08\u8b70\u4e8b\u9332\u4f5c\u6210\uff09\u306b\u9069\u3057\u3066\u3044\u308b\u3068\u306f\u4e88\u60f3\u3057\u3066\u3044\u306a\u304b\u3063\u305f\u305f\u3081\u3001\u307e\u305a\u306f OpenAI Whisper \u3060\u3051\u3092\u4f7f\u3046\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E9%8C%B2%E9%9F%B3%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E6%BA%96%E5%82%99\"><\/span>\u9332\u97f3\u30c7\u30fc\u30bf\u306e\u6e96\u5099<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><a href=\"http:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/2024-12-10-22.39.15.jpg\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-large wp-image-8152\" src=\"http:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/2024-12-10-22.39.15-1024x768.jpg\" alt=\"\u30aa\u30ea\u30f3\u30d1\u30b9 Voice-Trek DM-20\" width=\"665\" height=\"499\" srcset=\"https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/2024-12-10-22.39.15-1024x768.jpg 1024w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/2024-12-10-22.39.15-300x225.jpg 300w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/2024-12-10-22.39.15-768x576.jpg 768w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/2024-12-10-22.39.15-1536x1152.jpg 1536w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/2024-12-10-22.39.15-660x495.jpg 660w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/2024-12-10-22.39.15.jpg 1920w\" sizes=\"(max-width: 665px) 100vw, 665px\" \/><\/a><\/p>\n<p>\u6700\u521d\u306b\u5fc5\u8981\u306a\u306e\u306f\u3001\u8b70\u4e8b\u9332\u306e\u9332\u97f3\u3092\u96fb\u5b50\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u7528\u610f\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u79c1\u304c\u6240\u6709\u3057\u3066\u3044\u308b IC \u30ec\u30b3\u30fc\u30c0\u306f\u3001\u30aa\u30ea\u30f3\u30d1\u30b9\u793e\u306e Voice-Trek DM-20 \u3068\u3044\u3046\u975e\u5e38\u306b\u53e4\u3044\u30e2\u30c7\u30eb\u3067\u3059\u304c\u3001\u5f53\u6642\u306e\u88fd\u54c1\u306b\u3088\u304f\u3042\u308b\u3088\u3046\u306b\u3001\u9ad8\u54c1\u8cea\u306a\u8a2d\u8a08\u3068\u8010\u4e45\u6027\u3067\u3001\u307e\u3060\u307e\u3060\u5341\u5206\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e IC \u30ec\u30b3\u30fc\u30c0\u306b\u3082 USB \u63a5\u7d9a\u6a5f\u80fd\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u9332\u97f3\u5f62\u5f0f\u306f\u5f53\u6642\u4e00\u822c\u7684\u3060\u3063\u305fWMA\uff08Windows Media Audio\uff09\u5f62\u5f0f\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u4eca\u306a\u3089\u3001\u666e\u901a\u306f AAC\uff08.m4a\uff09\u3068\u3044\u3063\u305f\u3068\u3053\u308d\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u79c1\u306f\u5f53\u521d\u3001\u3053\u306e WMA \u5f62\u5f0f\u306e\u97f3\u58f0\u3092 AAC \u304a\u3088\u3073 MP3\uff08\u304a\u5ba2\u69d8\u5411\u3051\uff09\u306b\u5909\u63db\u3057\u307e\u3057\u305f\u3002\u5f8c\u3067\u5206\u304b\u3063\u305f\u306e\u306f\u3001OpenAI \u793e\u306e\u30af\u30e9\u30a6\u30c9 Whisper \u30b5\u30fc\u30d3\u30b9\uff08\u5f8c\u8ff0\uff09\u3092\u5229\u7528\u3059\u308b\u306b\u306f\u3001\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u30d5\u30a1\u30a4\u30eb\u306e\u30b5\u30a4\u30ba\u5236\u9650\u304c\u3042\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u70b9\u3092\u8003\u616e\u3057\u3066\u3001\u9ad8\u97f3\u8cea\u3092\u4fdd\u3061\u3064\u3064\u30d5\u30a1\u30a4\u30eb\u30b5\u30a4\u30ba\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u306b\u306f\u3001\u73fe\u5728\u3067\u306f\u62e1\u5f35\u5b50 .webm \u306e WebM \u5f62\u5f0f\uff08\u30b3\u30f3\u30c6\u30ca\u5f62\u5f0f\uff09\u3092\u4f7f\u3063\u305f Opus \u7b26\u53f7\u5316\uff08\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\uff09\u304c\u826f\u3055\u305d\u3046\u3067\u3059\u3002<\/p>\n<p>Opus \u7b26\u53f7\u5316\u3092\u76f4\u63a5\u4f7f\u7528\u3057\u3066\u62e1\u5f35\u5b50 .opus \u3067\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u3066\u3082\u3001\u5f8c\u304b\u3089 WebM \u30b3\u30f3\u30c6\u30ca\u5f62\u5f0f\uff08\u62e1\u5f35\u5b50 .webm\uff09\u306b\u5909\u63db\u3059\u308b\u306e\u306f\u5bb9\u6613\u306a\u306e\u3067\u3001\u307e\u305a\u306f .opus \u5f62\u5f0f\u3067\u4f5c\u696d\u3057\u3088\u3046\u3068\u601d\u3044\u307e\u3059\u3002\u5909\u63db\u306b\u306f\u3001\u30d5\u30ea\u30fc\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e <a href=\"https:\/\/www.ffmpeg.org\/\">FFmpeg<\/a> \u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306b\u3057\u307e\u3059\u3002\u3044\u308d\u3044\u308d\u3068\u8a66\u884c\u932f\u8aa4\u3057\u305f\u306e\u3067\u3059\u304c\u3001Voice-Trek DM-20 \u306e WMA \u5f62\u5f0f\u30d5\u30a1\u30a4\u30eb\u306b\u9332\u97f3\u3055\u308c\u305f\u97f3\u58f0\uff08\u30b9\u30d4\u30fc\u30c1\uff09\u3092\u78ba\u5b9f\u306b\u5909\u63db\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u30b3\u30de\u30f3\u30c9\u304c\u826f\u3055\u305d\u3046\u3067\u3059\u3002\uff08macOS \u3084 Linux \u3067\u306f\u305d\u306e\u307e\u307e\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002Windows \u3067\u3082\u3001Windows Subsystem for Linux (WSL) \u3084 Git Bash\u3001Cygwin \u3067\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002\uff09<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"bash\" data-enlighter-linenumbers=\"false\">ffmpeg -i input.wma -f s16le -ar 16000 -ac 1 - | ffmpeg -f s16le -ar 16000 -ac 1 -i - -c:a libopus -b:a 32k -application voip -vbr on -y output.opus<\/pre>\n<p>\u3053\u306e\u30b3\u30de\u30f3\u30c9\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306f\u5197\u9577\u3067\u3059\u304c\u3001\u3053\u306e\u3088\u3046\u306b\u3059\u308b\u3068\u3001\u5909\u63db\u6642\u306b\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u306b\u95a2\u3059\u308b\u8b66\u544a\u3092\u907f\u3051\u3089\u308c\u307e\u3059\u3002\u3082\u3068\u3082\u3068\u306e\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u306e\u5468\u6ce2\u6570\u7279\u6027\u304c 7kHz \u4ee5\u4e0b\u3060\u305d\u3046\u306a\u306e\u3067\u3001\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u30ec\u30fc\u30c8\u306f 16kHz \u3068\u3057\u307e\u3059\u3002Opus \u306e\u30d3\u30c3\u30c8\u30ec\u30fc\u30c8\u306f 32kbps \u3082\u3042\u308c\u3070\u5341\u5206\u3067\u3057\u3087\u3046\u3002<code>-application voip -vbr on<\/code> \u3092\u6307\u5b9a\u3057\u3066\u3001\u97f3\u58f0\uff08\u30b9\u30d4\u30fc\u30c1\uff09\u306b\u6700\u9069\u5316\u3057\u3001\u53ef\u5909\u30ec\u30fc\u30c8\u7b26\u53f7\u5316\u3082\u660e\u793a\u7684\u306b\u6307\u5b9a\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%83%95%E3%82%A1%E3%82%A4%E3%83%AB%E3%81%AE%E7%B7%A8%E9%9B%86\"><\/span>\u30d5\u30a1\u30a4\u30eb\u306e\u7de8\u96c6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div id=\"attachment_8144\" style=\"width: 1005px\" class=\"wp-caption alignnone\"><a href=\"http:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/432cd560baa1feb9049c1bd86b106a15.png\"><img aria-describedby=\"caption-attachment-8144\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-8144 size-full\" src=\"http:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/432cd560baa1feb9049c1bd86b106a15.png\" alt=\"\" width=\"995\" height=\"651\" srcset=\"https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/432cd560baa1feb9049c1bd86b106a15.png 995w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/432cd560baa1feb9049c1bd86b106a15-300x196.png 300w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/432cd560baa1feb9049c1bd86b106a15-768x502.png 768w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/432cd560baa1feb9049c1bd86b106a15-660x432.png 660w\" sizes=\"(max-width: 995px) 100vw, 995px\" \/><\/a><p id=\"caption-attachment-8144\" class=\"wp-caption-text\">Audacity \u306b\u3088\u308b\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u7de8\u96c6<\/p><\/div>\n<p>IC \u30ec\u30b3\u30fc\u30c0\u306a\u3069\u304b\u3089\u9332\u97f3\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306b\u306f\u3001\u901a\u5e38\u3001\u5192\u982d\u3084\u672b\u5c3e\u306b\u4f59\u8a08\u306a\u97f3\u58f0\uff08\u53f8\u4f1a\u8005\u306e\u58f0\u3084\u30ce\u30a4\u30ba\u7b49\uff09\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u5f8c\u3067\u97f3\u58f0\u6587\u5b57\u5909\u63db\u3092\u3059\u308b\u969b\u306b\u90aa\u9b54\u306b\u306a\u308a\u307e\u3059\u3057\u3001\u5909\u63db\u6642\u9593\u3082\u5897\u3048\u3001\u307e\u305f\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u306b\u306f\u5229\u7528\u6599\u91d1\u3084\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u30b5\u30a4\u30ba\u5236\u9650\u3082\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u3067\u304d\u308b\u3060\u3051\u4f59\u8a08\u306a\u97f3\u58f0\u306f\u524a\u9664\u3057\u3066\u304a\u304f\u306e\u304c\u5f97\u7b56\u3067\u3059\u3002<\/p>\n<p>\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u306e\u7de8\u96c6\u306b\u306f\u3044\u308d\u3044\u308d\u306a\u30bd\u30d5\u30c8\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u79c1\u306f\u4ee5\u524d\u304b\u3089\u4f7f\u3044\u6163\u308c\u3066\u3044\u308b <a href=\"https:\/\/www.audacityteam.org\/\">Audacity<\/a> \u3092\u4f7f\u3044\u307e\u3057\u305f\u3002Audacity \u306f 2021\u5e74\u9803\u3001\u3042\u308b\u4f01\u696d\u306b\u8cb7\u53ce\u3055\u308c\u305f\u3068\u304d\u306b\u30b4\u30bf\u30b4\u30bf\u304c\u3042\u308a\u307e\u3057\u305f\u304c\u3001\u73fe\u5728\u306f\u89e3\u6c7a\u3057\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u3002\uff08<a href=\"https:\/\/en.wikipedia.org\/wiki\/Audacity_(audio_editor)#:~:text=in%20may%202021%2C%20after%20the%20project%20was%20acquired%20by%20muse%20group\">\u53c2\u8003: Wikipedia<\/a>\uff09<\/p>\n<p>Audacity \u306e\u4f7f\u3044\u65b9\u306f\u3001\u30cd\u30c3\u30c8\u4e0a\u306b\u3044\u308d\u3044\u308d\u3068\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u304c\u3042\u308b\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u3001\u305d\u3061\u3089\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58\u306b\u306f\u3001\u4e0a\u8a18\u540c\u69d8\u3001\u79c1\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u4fdd\u5b58\uff08export\uff09\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u4ee5\u5916\u306e\u8a2d\u5b9a\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u3059\u3002<\/p>\n<ul>\n<li>Format: Opus<\/li>\n<li>Channels: Mono<\/li>\n<li>Sample Rate: 16000 Hz<\/li>\n<li>Bit Rate: 32 kbps<\/li>\n<li>VBR Mode: On<\/li>\n<li>Optimize for: Speech<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"OpenAI_Whisper_%E3%81%AB%E3%82%88%E3%82%8B%E6%96%87%E5%AD%97%E8%B5%B7%E3%81%93%E3%81%97\"><\/span>OpenAI Whisper \u306b\u3088\u308b\u6587\u5b57\u8d77\u3053\u3057<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3055\u3066\u3001\u65e9\u901f\u6587\u5b57\u8d77\u3053\u3057\u3067\u3059\u3002\u304a\u305d\u3089\u304f\u3001\u4e16\u306e\u4e2d\u306b\u306f\u6709\u511f\u306e\u30bd\u30d5\u30c8\u3067\u3059\u3068\u304b\u3001\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u304c\u591a\u304f\u3042\u308b\u3068\u601d\u3046\u306e\u3067\u3059\u304c\u3001\u79c1\u306f\u3001\u4ee5\u524d\u306b\u4e00\u5ea6\u3060\u3051\u8a66\u3057\u305f\u3053\u3068\u306e\u3042\u308b OpenAI Whisper \u306e\u30ed\u30fc\u30ab\u30eb PC \u5b9f\u884c\u7248\u3092\u3001\u307e\u305a\u306f\u4f7f\u3063\u3066\u307f\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%AD%E3%83%BC%E3%82%AB%E3%83%AB_PC_%E3%81%A7%E3%81%AE_Whisper%EF%BC%88%E7%84%A1%E6%96%99%EF%BC%89\"><\/span>\u30ed\u30fc\u30ab\u30eb PC \u3067\u306e Whisper\uff08\u7121\u6599\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href=\"http:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/9e1517d2637fb1f43de65acac4df0b9f.png\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-8153\" src=\"http:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/9e1517d2637fb1f43de65acac4df0b9f.png\" alt=\"\" width=\"857\" height=\"326\" srcset=\"https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/9e1517d2637fb1f43de65acac4df0b9f.png 857w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/9e1517d2637fb1f43de65acac4df0b9f-300x114.png 300w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/9e1517d2637fb1f43de65acac4df0b9f-768x292.png 768w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/9e1517d2637fb1f43de65acac4df0b9f-660x251.png 660w\" sizes=\"(max-width: 857px) 100vw, 857px\" \/><\/a><\/p>\n<p>Whisper \u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\uff08\u30ed\u30fc\u30ab\u30eb PC \u5b9f\u884c\u7248\uff09\u306f\u3001\u4ee5\u4e0b\u304b\u3089\u7121\u6599\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/openai\/whisper\">GitHub: openai\/whisper: Robust Speech Recognition via Large-Scale Weak Supervision<\/a><\/li>\n<\/ul>\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u306f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u5fa1\u53c2\u8003\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u30c6\u30ad\u30b9\u30c8\u3078\u306e\u5909\u63db\u306f\u3001\u7c21\u5358\u306a\u3084\u308a\u65b9\u3068\u3057\u3066\u306f\u6b21\u306e\u3088\u3046\u306b\u3057\u3066\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-linenumbers=\"false\">whisper --initial_prompt 'Please keep punctuation.' input.opus<\/pre>\n<p><code>--initial_prompt<\/code> \u306b\u3088\u308b\u6307\u5b9a Please keep punctuation.\uff08\u53e5\u8aad\u70b9\u3092\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\uff09\u3067\u3059\u304c\u3001\u3053\u306e\u3088\u3046\u306a\u6307\u5b9a\u3092\u3057\u306a\u3044\u3068\u3001\u5909\u63db\u7d50\u679c\u306b\u53e5\u8aad\u70b9\u304c\u51fa\u529b\u3055\u308c\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3082\u3046\u5c11\u3057\u6b63\u78ba\u306a\u5909\u63db\u3092\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u3063\u3066\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u4e2d\u306b\u73fe\u308c\u308b\u5c02\u9580\u7528\u8a9e\u306a\u3069\u3092\u6307\u5b9a\u3059\u308b\u3068\u826f\u3044\u3088\u3046\u3067\u3059\u3002\uff08\u8a73\u7d30\u306f<a href=\"https:\/\/platform.openai.com\/docs\/guides\/speech-to-text#prompting\">\u3053\u3061\u3089<\/a>\u3092\u5fa1\u89a7\u304f\u3060\u3055\u3044\u3002\uff09 \u305f\u3060\u3057\u5b9f\u969b\u306b\u306f\u3001Whisper \u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u9577\u306b\u306f\u53b3\u3057\u3044\u5236\u9650\u304c\u3042\u308a\u3001\u601d\u3063\u305f\u307b\u3069\u306e\u52b9\u679c\u306f\u5f97\u3089\u308c\u306a\u3044\u3053\u3068\u304c\u5f8c\u3067\u5206\u304b\u308a\u307e\u3057\u305f\u3002<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-linenumbers=\"false\">whisper --initial_prompt 'Please keep punctuation.  \u7528\u8a9e: DSP \u97f3\u58f0\u4fe1\u53f7\u51e6\u7406\uff08\u304a\u3093\u305b\u3044\u3057\u3093\u3054\u3046\u3057\u3087\u308a\uff09 \u6a5f\u68b0\u5b66\u7fd2\uff08\u304d\u304b\u3044\u304c\u304f\u3057\u3085\u3046\uff09' input.opus<\/pre>\n<blockquote><p>\u3061\u306a\u307f\u306b\u79c1\u306f\u5f53\u521d\u3001\u5c02\u9580\u7528\u8a9e\u306e\u6307\u5b9a\u306f\u3057\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u7406\u7531\u306f\u3001\u79c1\u306e\u5c02\u9580\u5916\u306e\u8b70\u4e8b\u304c\u9332\u97f3\u3055\u308c\u305f\u5185\u5bb9\u3067\u3042\u308a\u3001\u7528\u8a9e\u306e\u6307\u5b9a\u304c\u96e3\u3057\u304b\u3063\u305f\u304b\u3089\u3067\u3059\u3002\u5f8c\u306b\u30af\u30e9\u30a6\u30c9\u7248\u306e Whisper \u3092\u4f7f\u3046\u3053\u3068\u306b\u306a\u3063\u305f\u6642\u306b\u306f\u3001\u304a\u5ba2\u69d8\u304b\u3089\u5c02\u9580\u7528\u8a9e\u306e\u30ea\u30b9\u30c8\u3092\u9802\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p><\/blockquote>\n<p>\u3053\u306e\u3088\u3046\u306b Whisper \u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u6b21\u306e\u3088\u3046\u306a\u30d5\u30a1\u30a4\u30eb\u304c\u51fa\u529b\u3055\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li class=\"p1\"><span class=\"s1\">input.srt<\/span><\/li>\n<li class=\"p1\">input.tsv<\/li>\n<li>input.vtt<\/li>\n<\/ul>\n<p>YouTube \u306b\u6295\u7a3f\u3059\u308b\u30d3\u30c7\u30aa\u306a\u3069\u306b\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u3092\u4ed8\u3051\u308b\u306e\u306b\u4fbf\u5229\u306a\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3082\u542b\u307e\u308c\u308b\u3088\u3046\u3067\u3059\u304c\u3001\u79c1\u306f\u5358\u7d14\u3067\u8aad\u307f\u3084\u3059\u3044 input.vtt \u3092\u5229\u7528\u3057\u307e\u3057\u305f\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"OpenAI_%E7%A4%BE%E3%81%AE%E3%82%AF%E3%83%A9%E3%82%A6%E3%83%89%E3%82%B5%E3%83%BC%E3%83%93%E3%82%B9\"><\/span>OpenAI \u793e\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href=\"http:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/b7dccf38b4348b156cd3aea6538e9410.png\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-8154\" src=\"http:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/b7dccf38b4348b156cd3aea6538e9410.png\" alt=\"\" width=\"974\" height=\"459\" srcset=\"https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/b7dccf38b4348b156cd3aea6538e9410.png 974w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/b7dccf38b4348b156cd3aea6538e9410-300x141.png 300w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/b7dccf38b4348b156cd3aea6538e9410-768x362.png 768w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/b7dccf38b4348b156cd3aea6538e9410-660x311.png 660w\" sizes=\"(max-width: 974px) 100vw, 974px\" \/><\/a><\/p>\n<p>\u4e0a\u8a18\u306e\u300c\u30ed\u30fc\u30ab\u30eb PC\u300d\u306b\u3088\u308b\u5909\u63db\u306f\u7121\u6599\u3067\u624b\u8efd\u306a\u306e\u3067\u3059\u304c\u3001\u6b8b\u5ff5\u306a\u304c\u3089\u3001\u5909\u63db\u7d50\u679c\u306b\u306f\u6e80\u8db3\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u305d\u306e\u5f8c\u3001Hugging Face \u306e openai\/whisper-large-v3\uff08\u4e0b\u8a18\uff09\u3082\u8a66\u3057\u3066\u307f\u305f\u306e\u3067\u3059\u304c\u3001\u30e1\u30e2\u30ea\u3068\u30c7\u30a3\u30b9\u30af\u3092\u304b\u306a\u308a\u4f7f\u7528\u3059\u308b\u3053\u3068\u3001\u305d\u3057\u3066\u306a\u306b\u3088\u308a GPU \u3092\u5229\u7528\u3057\u306a\u3044\u3068\u52d5\u4f5c\u304c\u6975\u3081\u3066\u9045\u3044\u3053\u3068\u3082\u3042\u308a\u3001\u3053\u3061\u3089\u3082\u8ae6\u3081\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/huggingface.co\/openai\/whisper-large-v3\">openai\/whisper-large-v3 \u00b7 Hugging Face<\/a><\/li>\n<\/ul>\n<p>\u6700\u7d42\u7684\u306b\u3001\u4ee5\u524d\u306b\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u3063\u305f\u3053\u3068\u306e\u3042\u308b <a href=\"https:\/\/openai.com\/index\/openai-api\/\">OpenAI \u793e\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9<\/a>\u306b\u843d\u3061\u7740\u304d\u307e\u3057\u305f\u3002\u3053\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\uff08\u30e2\u30c7\u30eb\u540d: whisper-1\uff09\u306f\u6709\u6599\uff08$0.006\/\u5206\uff09\u3067\u3001\u305f\u3068\u3048\u3070 1\u6642\u9593\u306e\u97f3\u58f0\u3060\u3068\u73fe\u5728\u306e\u70ba\u66ff\u30ec\u30fc\u30c8\u3067 50\u5186\u307b\u3069\u304b\u304b\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u54c1\u8cea\u306f\u304b\u306a\u308a\u6e80\u8db3\u3067\u304d\u308b\u3082\u306e\u3067\u3042\u308a\u3001\u8a71\u8005\u304b\u3089\u5c11\u3057\u96e2\u308c\u3066\u9332\u97f3\u3057\u305f\u3001\u58f0\u304c\u5c0f\u3055\u3081\u306e\u97f3\u58f0\u30c7\u30fc\u30bf\u3067\u3082\u3001\u5341\u5206\u306b\u5229\u7528\u3067\u304d\u308b\u30c6\u30ad\u30b9\u30c8\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u4e00\u3064\u6ce8\u610f\u70b9\u3068\u3057\u3066\u3001\u3053\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u306f .opus \u5f62\u5f0f\u306e\u97f3\u58f0\u306f\u305d\u306e\u307e\u307e\u5229\u7528\u3067\u304d\u307e\u305b\u3093\u3002\uff08\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3067\u304d\u307e\u305b\u3093\u3002\uff09\u305d\u306e\u305f\u3081\u3001\u4f8b\u3048\u3070 FFmpeg \u3067\u3042\u308c\u3070\u3001\u6b21\u306e\u3088\u3046\u306b\u3057\u3066\u4e88\u3081 WebM \u30b3\u30f3\u30c6\u30ca\u5f62\u5f0f\u306b\u5909\u63db\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-linenumbers=\"false\">ffmpeg -i input.opus -c:a copy -f webm output.webm<\/pre>\n<p>\u305f\u3060\u306e\u5f62\u5f0f\u5909\u63db\u3067\u3042\u308a\u3001\u518d\u7b26\u53f7\u5316\uff08\u518d\u30a8\u30f3\u30b3\u30fc\u30c9\uff09\u306f\u4f34\u308f\u306a\u3044\u306e\u3067\u3001\u5909\u63db\u306f\u3059\u3050\u306b\u7d42\u308f\u308a\u307e\u3059\u3002\u306a\u304a\u3001\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u30d5\u30a1\u30a4\u30eb\u306e\u30b5\u30a4\u30ba\u306f 25M\u30d0\u30a4\u30c8\u4ee5\u4e0b\u3067\u3042\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>Whisper \u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306b\u306f ChatGPT \u306e\u3088\u3046\u306a\u30a6\u30a7\u30d6\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306f\u306a\u3044\u306e\u3067\u3001API \u3092\u76f4\u63a5\u547c\u3073\u51fa\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002Python \u3068\u3044\u3046\u8a00\u8a9e\u3067\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u66f8\u304d\u307e\u3059\u3002\u3053\u3093\u306a\u611f\u3058\u306e\u30b3\u30fc\u30c9\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u304b\u3002\uff08\u52d5\u304b\u3059\u306b\u306f<code>.env<\/code> \u30d5\u30a1\u30a4\u30eb\u306b API \u30ad\u30fc <code>OPENAI_API_KEY<\/code> \u306e\u8a2d\u5b9a\u304c\u5fc5\u8981\u3067\u3059\u3002\uff09<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-linenumbers=\"false\">import json\r\nimport warnings\r\n\r\nfrom dotenv import load_dotenv\r\nfrom openai import OpenAI\r\n\r\n# Whisper\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5b9a\u7fa9\r\nWHISPER_PROMPT = \"\"\"\r\n\u7528\u8a9e: DSP \u97f3\u58f0\u4fe1\u53f7\u51e6\u7406\uff08\u304a\u3093\u305b\u3044\u3057\u3093\u3054\u3046\u3057\u3087\u308a\uff09 \u6a5f\u68b0\u5b66\u7fd2\uff08\u304d\u304b\u3044\u304c\u304f\u3057\u3085\u3046\uff09\r\n\"\"\"\r\n\r\nload_dotenv()\r\n\r\nclient = OpenAI()\r\naudio_file = open(\"input.webm\", \"rb\")\r\n\r\ntranscription = client.audio.transcriptions.create(\r\n    model=\"whisper-1\",\r\n    file=audio_file,\r\n    response_format=\"verbose_json\",\r\n    prompt=WHISPER_PROMPT,\r\n    timestamp_granularities=[\"segment\"],\r\n)\r\n\r\n\r\n# JSON\u3092\u305d\u306e\u307e\u307e\u4fdd\u5b58\r\ndef save_json(transcription, filename):\r\n    warnings.filterwarnings(\"ignore\", category=UserWarning)\r\n    data = transcription.to_dict()\r\n    with open(filename, \"w\", encoding=\"utf-8\") as json_file:\r\n        json.dump(data, json_file, ensure_ascii=False, indent=4)\r\n\r\n\r\nprint(transcription)\r\nsave_json(transcription, \"output.json\")<\/pre>\n<p>\u5b9f\u969b\u306b\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u30c6\u30ad\u30b9\u30c8\u5f62\u5f0f\u3067\u4fdd\u5b58\u3059\u308b\u3088\u3046\u306b\u3059\u308b\u3068\u3001\u304a\u5ba2\u69d8\u3078\u306e\u63d0\u793a\u3084\u3001\u5f8c\u8ff0\u306e ChatGPT \u51e6\u7406\u304c\u5bb9\u6613\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002\uff08\u5de6\u7aef\u306e\u6570\u5b57\u306f\u3001[\u5206:\u79d2] \u3068\u3044\u3046\u5f62\u5f0f\u306e\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3067\u3059\u3002\u5f8c\u3067\u5143\u306e\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u3068\u4ed8\u304d\u5408\u308f\u305b\u308b\u3068\u304d\u306b\u4fbf\u5229\u3067\u3059\u3002\uff09<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-linenumbers=\"false\">[000:00] \u7686\u69d8\u3001\u672c\u65e5\u306f\u304a\u96c6\u307e\u308a\u9802\u304d\u307e\u3057\u3066\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002\r\n[000:06] \u4eca\u65e5\u306f\u3001\u30d5\u30a1\u30fc\u30e0\u30ed\u30b8\u30c3\u30af\u30b9\u306e\u696d\u52d9\u5185\u5bb9\u3068\u6700\u8fd1\u306e\u53d6\u308a\u7d44\u307f\u306b\u3064\u3044\u3066\u8aac\u660e\u3055\u305b\u3066\u9802\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002\r\n\r\n...\r\n\r\n[029:30] \u672c\u65e5\u306f\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3057\u305f\u3002<\/pre>\n<p>OpenAI \u793e\u306e\u30af\u30e9\u30a6\u30c9\u7248 Whisper \u306f\u3001\u3055\u3059\u304c\u306b\u5546\u7528\u7248\uff08\u6709\u511f\uff09\u3068\u3044\u3046\u3053\u3068\u3082\u3042\u308a\u3001GitHub \u7248\u3084 Hugging Face \u306e\u30e2\u30c7\u30eb\uff08\u30bd\u30d5\u30c8\uff09\u3088\u308a\u3082\u8a8d\u8b58\uff08\u5909\u63db\uff09\u7cbe\u5ea6\u304c\u9ad8\u3044\u3088\u3046\u3067\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E8%AA%A4%E8%AA%8D%E8%AD%98%E3%81%A8%E3%81%AE%E9%97%98%E3%81%84\"><\/span>\u8aa4\u8a8d\u8b58\u3068\u306e\u95d8\u3044<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3044\u307e\u3001\u30af\u30e9\u30a6\u30c9\u7248 Whisper \u306e\u8a8d\u8b58\u7cbe\u5ea6\u306f\u512a\u79c0\u3060\u3068\u8ff0\u3079\u305f\u3070\u304b\u308a\u3067\u3059\u304c\u3001\u78ba\u304b\u306b\u4e00\u822c\u306e\u7528\u8a9e\u3070\u304b\u308a\u73fe\u308c\u308b\u97f3\u58f0\u3067\u3042\u308c\u3070\u5341\u5206\u306a\u54c1\u8cea\u3060\u3068\u601d\u3046\u306e\u3067\u3059\u304c\u3001\u5c02\u9580\u7528\u8a9e\u304c\u591a\u3044\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u3067\u3042\u3063\u305f\u308a\u3001\u307e\u305f\u3001\u8a71\u8005\u304c\u65e9\u53e3\u3067\u3042\u308b\u3001\u307e\u305f\u306f\u3001\u58f0\u304c\u5c0f\u3055\u3044\u3068\u3044\u3063\u305f\u5834\u5408\u306b\u306f\u3001\u51fa\u529b\u3055\u308c\u308b\u30c6\u30ad\u30b9\u30c8\u306b\u8aa4\u5909\u63db\uff08\u8aa4\u8a8d\u8b58\uff09\u304c\u591a\u304f\u306a\u3063\u3066\u304d\u307e\u3059\u3002<\/p>\n<p>\u7279\u306b\u3001\u5148\u307b\u3069 Whisper \u3067\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u7528\u8a9e\u306e\u8aa4\u8a8d\u8b58\u3092\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u66f8\u304d\u307e\u3057\u305f\u304c\u3001\u524d\u8ff0\u3057\u305f<a href=\"https:\/\/platform.openai.com\/docs\/guides\/speech-to-text#prompting\">\u3053\u3061\u3089<\/a>\u306e\u8aac\u660e\u30da\u30fc\u30b8\u306b\u3042\u308b\u3088\u3046\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u9577\u306f 224\u30c8\u30fc\u30af\u30f3\u306b\u5236\u9650\u3055\u308c\u3066\u304a\u308a\u3001\u671f\u5f85\u3057\u305f\u307b\u3069\u306e\u52b9\u679c\u306f\u5f97\u3089\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>\u4eca\u56de\u306f\u304a\u5ba2\u69d8\u304b\u3089\u9802\u3044\u305f\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u3067\u3042\u308a\u3001\u5185\u5bb9\u3092\u305d\u306e\u307e\u307e\u5f15\u7528\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u306e\u3067\u3059\u304c\u3001\u5c11\u3057\u96f0\u56f2\u6c17\u3092\u304a\u4f1d\u3048\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u3053\u3093\u306a\u611f\u3058\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u8aa4<\/strong>: \u30d5\u30a1\u30fc\u30e0\u30ed\u30b8\u30c3\u30af\u30b9\u304b\u3089<strong>\u5e30\u308a\u307e\u3057\u305f<\/strong>\u3001\u6a2a\u5c71\u3067\u3054\u3056\u3044\u307e\u3059<\/li>\n<li><strong>\u6b63<\/strong>: \u30d5\u30a1\u30fc\u30e0\u30ed\u30b8\u30c3\u30af\u30b9\u304b\u3089<strong>\u53c2\u308a\u307e\u3057\u305f<\/strong>\u3001\u6a2a\u5c71\u3067\u3054\u3056\u3044\u307e\u3059<\/li>\n<\/ul>\n<ul>\n<li><strong>\u8aa4<\/strong>: <strong>\u30b9\u30bf\u30c3\u30d5<\/strong>\u4f01\u696d<\/li>\n<li><strong>\u6b63<\/strong>: <strong>\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7<\/strong>\u4f01\u696d<\/li>\n<\/ul>\n<ul>\n<li><strong>\u8aa4<\/strong>: <strong>\u54c1\u6570<\/strong>\u306e\u826f\u3044<\/li>\n<li><strong>\u6b63<\/strong>: <strong>\u54c1\u8cea<\/strong>\u306e\u826f\u3044<\/li>\n<\/ul>\n<ul>\n<li><strong>\u8aa4<\/strong>: \u66f8\u5eab\u306b\u3042\u308b<strong>\u5e83\u5927<\/strong>\u306a\u8cc7\u6599<\/li>\n<li><strong>\u6b63<\/strong>: \u66f8\u5eab\u306b\u3042\u308b<strong>\u81a8\u5927<\/strong>\u306a\u8cc7\u6599<\/li>\n<\/ul>\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3001\u601d\u308f\u305a\u5439\u304d\u51fa\u3057\u3066\u3057\u307e\u3044\u305d\u3046\u306a\u8aa4\u5909\u63db\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u8aa4<\/strong>: <strong>\u751f\u5f92\u30cf\u30f3\u30d0\u30fc\u30ac\u30fc<\/strong><\/li>\n<li><strong>\u6b63<\/strong>: <strong>\u88fd\u9020\u8ca9\u58f2\u696d<\/strong><\/li>\n<\/ul>\n<p>\u8aa4\u5909\u63db\u306e\u4e2d\u306b\u306f\u3001\u8ab0\u304c\u898b\u3066\u3082\u660e\u3089\u304b\u306a\u3082\u306e\u3082\u3042\u308c\u3070\u3001\u6587\u8108\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u4eba\u9593\u3067\u3082\u805e\u304d\u9593\u9055\u3044\u305d\u3046\u306a\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<blockquote><p>\u4f59\u8ac7\u3067\u3059\u304c\u3001\u6700\u521d\u306b\u5909\u63db\u5f8c\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u898b\u3066\u304b\u3089\u97f3\u58f0\u3092\u805e\u304f\u3068\u3001\u300c\u78ba\u304b\u306b\u305d\u306e\u3088\u3046\u306b\u805e\u3053\u3048\u3066\u3057\u307e\u3046\u300d\u3082\u306e\u3082\u3042\u308a\u3001\u601d\u308f\u305a\u300c\u7a7a\u8033\u30a2\u30ef\u30fc\u300d\u3068\u3044\u3046\u6614\u306e\u30c6\u30ec\u30d3\u756a\u7d44\u30b3\u30fc\u30ca\u30fc\u3092\u601d\u3044\u51fa\u3057\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u3002<\/p><\/blockquote>\n<p>\u5b9f\u306f\u3053\u306e\u7d50\u679c\u3092\u57fa\u306b\u3001ChatGPT\uff08GPT-4o\uff09\u306b\uff08\u672c\u8a18\u4e8b\u306e\u5f8c\u534a\u3067\u793a\u3057\u305f\u3088\u3046\u306a\uff09\u8aac\u660e\u8cc7\u6599\u306e\u4f5c\u6210\u3092\u3055\u305b\u307e\u3057\u305f\u3002\u5c02\u9580\u5206\u91ce\u3067\u306a\u3044\u79c1\u306b\u306f\u3001\u3042\u308b\u7a0b\u5ea6\u610f\u5473\u306e\u3042\u308a\u305d\u3046\u306a\u8cc7\u6599\u304c\u5f97\u3089\u308c\u305f\u3068\u601d\u3063\u305f\u306e\u3067\u3059\u304c\u3001\u304a\u5ba2\u69d8\u306b\u793a\u3057\u305f\u3068\u3053\u308d\u3001\u82e6\u7b11\u3055\u308c\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u3002\uff08\u4f7f\u3048\u308b\u30ec\u30d9\u30eb\u3067\u306f\u306a\u304b\u3063\u305f\u3001\u3068\u3044\u3046\u3053\u3068\u3002\uff09<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BD%9C%E6%88%A6_1_%E3%81%9D%E3%81%AE%E3%81%BE%E3%81%BE_ChatGPT_%E3%81%AB%E4%BB%BB%E3%81%9B%E3%82%8B\"><\/span>\u4f5c\u6226 1: \u305d\u306e\u307e\u307e ChatGPT \u306b\u4efb\u305b\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u3053\u306e\u307e\u307e\u3067\u306f\u3001\u6587\u5b57\u8d77\u3053\u3057\u30c6\u30ad\u30b9\u30c8\u3092\u304a\u5ba2\u69d8\u306b\u6e21\u3059\u8a33\u306b\u306f\u3044\u304d\u307e\u305b\u3093\u306e\u3067\u3001\u5bfe\u7b56\u3092\u8003\u3048\u307e\u3059\u3002<\/p>\n<p>\u5148\u307b\u3069\u306e\u8aac\u660e\u30da\u30fc\u30b8\u306e\u4e0b\u306e\u65b9\u306e<a href=\"https:\/\/platform.openai.com\/docs\/guides\/speech-to-text#improving-reliability\">\u30bb\u30af\u30b7\u30e7\u30f3\uff08Improving reliability\uff09<\/a>\u3092\u898b\u308b\u3068\u3001\u6b21\u306e\u3088\u3046\u306b\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<blockquote><p><strong>Post-processing with GPT-4<\/strong><\/p>\n<p>The second method involves a post-processing step using GPT-4 or GPT-3.5-Turbo.<\/p><\/blockquote>\n<p>\u3069\u3046\u3044\u3046\u3053\u3068\u304b\u3068\u8a00\u3044\u307e\u3059\u3068\u3001Whisper \u3060\u3051\u306b\u983c\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u540c\u793e\u306e\u751f\u6210\u8a00\u8a9e\u30e2\u30c7\u30eb GPT \u3067\u5f8c\u51e6\u7406\u3092\u3057\u3066\u304f\u3060\u3055\u3044\u3001\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002Whisper \u3068\u306f\u7570\u306a\u308a\u3001GPT \u306a\u3089\u3070 API \u3092\u4f7f\u308f\u305a\u3068\u3082\u3001ChatGPT \u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9\u3067 GPT \u3092\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u65e9\u901f\u3084\u3063\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u3068\u3053\u308d\u3067\u3001\u3053\u306e\u6587\u5b57\u8d77\u3053\u3057\u30c6\u30ad\u30b9\u30c8\u3092\u3044\u304d\u306a\u308a\u6e21\u3057\u3066\u3082\u3001ChatGPT \u306b\u306f\u30c6\u30ad\u30b9\u30c8\u6587\u7ae0\u306e\u80cc\u666f\uff08\u5c02\u9580\u5206\u91ce\uff09\u3084\u5c02\u9580\u7528\u8a9e\u304c\u5206\u304b\u3089\u306a\u3044\u3067\u3057\u3087\u3046\u3002\u3069\u3046\u3057\u305f\u3089\u826f\u3044\u3067\u3057\u3087\u3046?<\/p>\n<p>\u79c1\u304c\u6700\u521d\u306b\u8a66\u307f\u305f\u65b9\u6cd5\u306f\uff08\u304a\u305d\u3089\u304f\u7686\u3055\u3093\u3082\u304a\u8003\u3048\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u304c\uff09\u3001\u30c1\u30e3\u30c3\u30c8\u306e\u6700\u521d\u306b\u3001\u304a\u5ba2\u69d8\u304b\u3089\u62dd\u501f\u3057\u305f\u3001\u4f1a\u8b70\u306e\u30a2\u30b8\u30a7\u30f3\u30c0\uff08\u8b70\u4e8b\u65e5\u7a0b\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\uff09\u306a\u3069\u306e\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3001\u3042\u308b\u3044\u306f PDF \u30d5\u30a1\u30a4\u30eb\u3092\u4e0e\u3048\u308b\u3001\u3068\u3044\u3046\u65b9\u6cd5\u3067\u3059\u3002\u3055\u3089\u306b\u3001\u5148\u307b\u3069\u8aac\u660e\u3057\u305f\u3088\u3046\u306b\u3001\u304a\u5ba2\u69d8\u304b\u3089 AI \u304c\u805e\u304d\u9593\u9055\u3048\u305d\u3046\u306a\u5c02\u9580\u7528\u8a9e\u96c6\u3092\u9802\u3051\u308c\u3070\u3001\u3082\u3063\u3068\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u79c1\u306f ChatGPT \u306e\u4e00\u822c\u7684\u306a\u30e2\u30c7\u30eb GPT-4o \u3092\u4f7f\u3063\u3066\u3001\u4e0a\u8a18\u306e\u3088\u3046\u306b\u30c1\u30e3\u30c3\u30c8\u306e\u66f8\u304d\u51fa\u3057\u3092\u3057\u305f\u5f8c\u3001\u7d9a\u3051\u3066\u6587\u5b57\u8d77\u3053\u3057\u30c6\u30ad\u30b9\u30c8\u3092\u300c\u4e00\u5ea6\u306b\u300d\u4e0e\u3048\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u3053\u306e\u65b9\u6cd5\u306f\u30c0\u30e1\u3067\u3057\u305f\u3002\u78ba\u304b\u306b\u3001\u8b70\u4e8b\u306e\u5192\u982d\u306e\u30c6\u30ad\u30b9\u30c8\u306b\u3064\u3044\u3066\u306f\u3001\u3042\u308b\u7a0b\u5ea6\u6b63\u78ba\u306b\u8aa4\u8a8d\u8b58\u3092\u8b58\u5225\u3057\u3066\u4fee\u6b63\u3057\u3066\u304f\u308c\u308b\u306e\u3067\u3059\u304c\u3001\u8b70\u4e8b\u304c\u9032\u3080\u306b\u3064\u308c\u3066\u3001\u30c6\u30ad\u30b9\u30c8\u304c\u6ec5\u8336\u6ec5\u8336\u306b\u306a\u3063\u3066\u3057\u307e\u3046\u306e\u3067\u3059\u3002\u3044\u308f\u3086\u308b\u300c\u5984\u60f3\u300d\uff08hallucination\uff09\u3068\u547c\u3070\u308c\u308b\u73fe\u8c61\u3067\u3057\u3087\u3046\u304b\u3002\u751f\u6210\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c\u62b1\u3048\u308b\u672c\u8cea\u7684\u306a\u5236\u9650\u3067\u3042\u308b\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u306e\u5927\u304d\u3055\uff08\u5c0f\u3055\u3055\uff09\u304c\u5f71\u97ff\u3057\u3066\u3044\u308b\u304b\u3082\u77e5\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>\u3053\u306e\u65b9\u6cd5\u306f\u3001\u8ae6\u3081\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BD%9C%E6%88%A6_2_OpenAI_%E7%A4%BE%E3%81%AE_GPT_API_%E3%82%B5%E3%83%BC%E3%83%93%E3%82%B9%E3%82%92%E5%88%A9%E7%94%A8%E3%81%99%E3%82%8B\"><\/span>\u4f5c\u6226 2: OpenAI \u793e\u306e GPT API \u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href=\"http:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/79f88f456ff00029f18c571127a7138d.png\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-8155\" src=\"http:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/79f88f456ff00029f18c571127a7138d.png\" alt=\"\" width=\"923\" height=\"378\" srcset=\"https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/79f88f456ff00029f18c571127a7138d.png 923w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/79f88f456ff00029f18c571127a7138d-300x123.png 300w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/79f88f456ff00029f18c571127a7138d-768x315.png 768w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/79f88f456ff00029f18c571127a7138d-660x270.png 660w\" sizes=\"(max-width: 923px) 100vw, 923px\" \/><\/a><\/p>\n<p>\u5148\u307b\u3069\u3001OpenAI \u793e\u306e API \u30b5\u30fc\u30d3\u30b9\u3067 Whisper \u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3057\u305f\u304c\u3001\u540c\u793e\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001ChatGPT \u306e\u30d9\u30fc\u30b9\u3068\u306a\u3063\u3066\u3044\u308b\u751f\u6210\u8a00\u8a9e\u30e2\u30c7\u30eb GPT \u306b\u3064\u3044\u3066\u3082 API \u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3044\u3063\u305f\u3044\u4f55\u3092\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b?<\/p>\n<p>\u79c1\u306e\u30a2\u30a4\u30c7\u30a2\u306f\u3001\u3053\u3046\u3044\u3046\u3082\u306e\u3067\u3057\u305f\u3002\u3064\u307e\u308a\u3001\u6587\u5b57\u8d77\u3053\u3057\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u307e\u3068\u3081\u3066\u4e0e\u3048\u308b\u304b\u3089\u3044\u3051\u306a\u3044\u306e\u3067\u3042\u3063\u3066\u30011\u884c\u305a\u3064\u4e0e\u3048\u3066\u307f\u305f\u3089\u3069\u3046\u3060\u308d\u3046\u3001\u3068\u3044\u3046\u3082\u306e\u3067\u3059\u3002ChatGPT \u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u4f7f\u3063\u3066\u3082\u826f\u3044\u306e\u3067\u3059\u304c\u3001\u624b\u4f5c\u696d\u3067 1\u884c\u305a\u3064\u5165\u529b\u3059\u308b\u306e\u306f\u5927\u5909\u3067\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u306b\u3001Whisper \u3068\u540c\u69d8\u306b Python \u3067 API \u547c\u3073\u51fa\u3057\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002\uff08\u30c6\u30ad\u30b9\u30c8\u306b\u306f\u308f\u3056\u3068\u66f8\u304d\u9593\u9055\u3044\u3092\u542b\u3081\u3066\u3044\u307e\u3059\u3002\uff09<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-linenumbers=\"false\">from dotenv import load_dotenv\r\nfrom openai import OpenAI\r\n\r\n# \u74b0\u5883\u5909\u6570\u306e\u30ed\u30fc\u30c9\r\nload_dotenv()\r\nclient = OpenAI()\r\n\r\n# \u30c1\u30e3\u30c3\u30c8\u5c65\u6b74\u306e\u521d\u671f\u5316\r\nchat_history = [\r\n    {\r\n        \"role\": \"system\",\r\n        \"content\": \"\u3042\u306a\u305f\u306f Whisper \u306b\u3088\u308b\u66f8\u304d\u8d77\u3053\u3057\u306b\u5bfe\u3057\u3066\u3001Whisper \u306e\u8aa4\u5909\u63db\u3092\u4fee\u6b63\u3059\u308b\u30b9\u30bf\u30c3\u30d5\u3067\u3059\u3002\u4e0e\u3048\u3089\u308c\u305f\u5165\u529b\u6587\u3092\u4fee\u6b63\u3057\u3001\u884c\u672b\u5c3e\u306b [\u8aa4\u5909\u63db1 -&gt; \u4fee\u6b63\u6e081, \u8aa4\u5909\u63db1 -&gt; \u4fee\u6b63\u6e082] \u306e\u3088\u3046\u306b\u52a0\u3048\u3066\u304f\u3060\u3055\u3044\u3002\",\r\n    },\r\n    {\r\n        \"role\": \"user\",\r\n        \"content\": \"[000:00] \u7686\u69d8\u3001\u672c\u65e5\u306f\u304a\u6539\u307e\u308a\u9802\u304d\u307e\u3057\u3066\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002\",\r\n    },\r\n]\r\n\r\n# \u521d\u56de\u306e\u5fdc\u7b54\u53d6\u5f97\r\nresponse = client.chat.completions.create(\r\n    model=\"gpt-4o\",\r\n    messages=chat_history,\r\n)\r\n\r\n# \u5fdc\u7b54\u3092\u5c65\u6b74\u306b\u8ffd\u52a0\r\nassistant_reply = response.choices[0].message.content\r\nprint(assistant_reply)\r\n\r\nchat_history.append({\"role\": \"assistant\", \"content\": assistant_reply})\r\n\r\n# \u6b21\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u8ffd\u52a0\r\nchat_history.append(\r\n    {\r\n        \"role\": \"user\",\r\n        \"content\": \"[000:06] \u4eca\u65e5\u306f\u3001\u30d5\u30a1\u30fc\u30e0\u30ed\u30b8\u30c3\u30af\u30b9\u306e\u8c6a\u96e8\u5185\u5bb9\u3068\u6700\u8fd1\u306e\u53d6\u308a\u7d44\u307f\u306b\u3064\u3044\u3066\u8a2d\u55b6\u3055\u305b\u3066\u9802\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002\",\r\n    }\r\n)\r\n\r\n# 2\u56de\u76ee\u306e\u5fdc\u7b54\u53d6\u5f97\r\nresponse = client.chat.completions.create(\r\n    model=\"gpt-4o\",\r\n    messages=chat_history,\r\n)\r\n\r\n# \u5fdc\u7b54\u306e\u51fa\u529b\r\nassistant_reply = response.choices[0].message.content\r\nprint(assistant_reply)\r\n\r\n# \u4ee5\u4e0b\u3001\u7d9a\u304f<\/pre>\n<p>\u79c1\u304c\u5b9f\u884c\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u51fa\u529b\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-linenumbers=\"false\">[000:00] \u7686\u69d8\u3001\u672c\u65e5\u306f\u304a\u96c6\u307e\u308a\u9802\u304d\u307e\u3057\u3066\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002[\u304a\u6539\u307e\u308a -&gt; \u304a\u96c6\u307e\u308a]\r\n[000:06] \u4eca\u65e5\u306f\u3001\u30d5\u30a1\u30fc\u30e0\u30ed\u30b8\u30c3\u30af\u30b9\u306e\u696d\u52d9\u5185\u5bb9\u3068\u6700\u8fd1\u306e\u53d6\u308a\u7d44\u307f\u306b\u3064\u3044\u3066\u8aac\u660e\u3055\u305b\u3066 \u9802\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002[\u8c6a\u96e8\u5185\u5bb9 -&gt; \u696d\u52d9\u5185\u5bb9, \u8a2d\u55b6 -&gt; \u8aac\u660e]<\/pre>\n<p>\u5b9f\u969b\u306b\u5229\u7528\u3059\u308b\u3068\u304d\u306f\u3001\u5148\u307b\u3069\u3068\u540c\u69d8\u306b\u3001\u8b70\u4e8b\u306e\u30a2\u30b8\u30a7\u30f3\u30c0\u3067\u3059\u3068\u304b\u3001\u7528\u8a9e\u306e\u30ea\u30b9\u30c8\u306a\u3069\u3092\u5192\u982d\u3067\u4e0e\u3048\u307e\u3059\u3002\u307e\u305f\u3001AI \u304c\u30c6\u30ad\u30b9\u30c8\u306e\u3069\u306e\u3088\u3046\u306a\u90e8\u5206\u3092\u5909\u66f4\u3057\u305f\u304b\u306b\u3064\u3044\u3066\u3082\u3001GPT \u306b\u56de\u7b54\u3057\u3066\u8cb0\u3044\u307e\u3059\u3002\u4eca\u56de\u306f\u304a\u5ba2\u69d8\u4f9d\u983c\u3067\u4f5c\u6210\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3059\u306e\u3067\u3001\u8a73\u7d30\u306f\u5272\u611b\u3055\u305b\u3066\u9802\u304d\u307e\u3059\u3002<\/p>\n<p>\u3068\u3053\u308d\u3067\u3001\u4e0a\u8a18\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u305d\u306e\u307e\u307e\u4f7f\u3044\u307e\u3059\u3068\u3001<code>chat_history<\/code> \u304c\u3069\u3093\u3069\u3093\u5927\u304d\u304f\u306a\u308a\u3001\u3064\u307e\u308a\u30c8\u30fc\u30af\u30f3\u6570\u304c\u5927\u304d\u304f\u306a\u308a\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u52d5\u4f5c\u304c\u3069\u3093\u3069\u3093\u9045\u304f\u306a\u308b\u3060\u3051\u3067\u306a\u304f\u3001API \u306e\u4f7f\u7528\u6599\u91d1\u304c\u7121\u8996\u3067\u304d\u306a\u304f\u306a\u3063\u3066\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3069\u306e\u3088\u3046\u306b\u5bfe\u7b56\u3057\u305f\u3089\u826f\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BD%9C%E6%88%A6_3_GPT_%E3%81%AB%E5%AE%9A%E6%9C%9F%E7%9A%84%E3%81%AB%E7%94%A8%E8%AA%9E%E3%83%AA%E3%82%B9%E3%83%88%E3%82%92%E4%BD%9C%E6%88%90%E3%81%95%E3%81%9B%E3%82%8B\"><\/span>\u4f5c\u6226 3: GPT \u306b\u5b9a\u671f\u7684\u306b\u7528\u8a9e\u30ea\u30b9\u30c8\u3092\u4f5c\u6210\u3055\u305b\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u79c1\u304c\u8003\u3048\u305f\u65b9\u6cd5\u306f\u3001\u5165\u529b\u30c6\u30ad\u30b9\u30c8\uff08\u8b70\u4e8b\uff09\u3092\u6570\u884c\u4e0e\u3048\u308b\u5ea6\u306b\u3001GPT \u306b\u4eca\u307e\u3067\u73fe\u308c\u305f\u8aa4\u5909\u63db\u3068\u6b63\u3057\u3044\u7528\u8a9e\u306e\u5bfe\u7167\u30ea\u30b9\u30c8\u3092\u4f5c\u6210\u3055\u305b\u3001\u904e\u53bb\u306e <code>chat_history<\/code>\u00a0\u306e\u53e4\u3044\u90e8\u5206\u3092\u7f6e\u304d\u63db\u3048\u308b\u3001\u3068\u3044\u3046\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n<p>\u6050\u3089\u304f\u3001\u3053\u306e\u65b9\u6cd5\u306f\u6a5f\u80fd\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u5b9f\u969b\u306b\u306f\u8a66\u3057\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BD%9C%E6%88%A6_4_ChatGPT_%E3%82%92%E4%BD%BF%E3%81%A3%E3%81%A6%E3%80%81%E6%9C%80%E5%88%9D%E3%81%AB%E7%94%A8%E8%AA%9E%E3%81%AE%E5%AF%BE%E7%85%A7%E3%83%AA%E3%82%B9%E3%83%88%E3%82%92%E4%BD%9C%E3%82%89%E3%81%9B%E3%82%8B\"><\/span>\u4f5c\u6226 4: ChatGPT \u3092\u4f7f\u3063\u3066\u3001\u6700\u521d\u306b\u7528\u8a9e\u306e\u5bfe\u7167\u30ea\u30b9\u30c8\u3092\u4f5c\u3089\u305b\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u3053\u306e\u30a2\u30a4\u30c7\u30a2\u3092\u601d\u3044\u3064\u3044\u305f\u3068\u304d\u306f\u3001\u601d\u308f\u305a\u819d\u3092\u53e9\u304d\u307e\u3057\u305f\u3002\uff08\u81ea\u753b\u81ea\u8cdb\uff09<\/p>\n<p>\u3069\u306e\u3088\u3046\u306a\u30a2\u30a4\u30c7\u30a2\u304b\u8aac\u660e\u3044\u305f\u3057\u307e\u3059\u3002\u4f5c\u6226 1 \u3067\u793a\u3057\u305f\u3088\u3046\u306b\u3001\u6587\u5b57\u8d77\u3053\u3057\u30c6\u30ad\u30b9\u30c8\u3092\u4e00\u5ea6\u306b\u6e21\u3057\u3066\u3057\u307e\u3046\u3068\u4fee\u6b63\u7248\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u6b63\u3057\u304f\u751f\u6210\u3057\u3066\u304f\u308c\u306a\u3044\uff08\u6700\u521d\u306e\u65b9\u306f\u826f\u3044\u304c\u3001\u5f8c\u306e\u307b\u3046\u304c\u6ec5\u8336\u6ec5\u8336\u306b\u306a\u308b\uff09\u306e\u3067\u3059\u304c\u3001\u30c6\u30ad\u30b9\u30c8\u3092\u4e00\u5ea6\u306b\u6e21\u3057\u305f\u3068\u3057\u3066\u3082\u3001\u300c\u8aa4\u5909\u63db\u3068\u6b63\u3057\u3044\u7528\u8a9e\u306e\u5bfe\u7167\u30ea\u30b9\u30c8\u300d\u3092\u4f5c\u6210\u3057\u3066\u8cb0\u3046\u3053\u3068\u306f\u3067\u304d\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u3055\u3089\u306b\u3082\u3057\u304b\u3059\u308b\u3068\u3001\u305d\u306e\u5bfe\u7167\u30ea\u30b9\u30c8\u306f\u4ee5\u5f8c\u306e\u4f5c\u696d\u306b\u3068\u3063\u3066\u6975\u3081\u3066\u91cd\u8981\u306a\u306e\u3067\u3001GPT-4o \u30e2\u30c7\u30eb\u3067\u306a\u304f\u3001\u73fe\u5728\u30d7\u30ec\u30d3\u30e5\u30fc\u4e2d\u3067\u3042\u308b<a href=\"https:\/\/openai.com\/index\/introducing-openai-o1-preview\/\"> o1-preview \u30e2\u30c7\u30eb<\/a>\u306b\u3084\u3089\u305b\u3066\u307f\u305f\u3089\u3069\u3046\u306a\u306e\u3067\u3057\u3087\u3046!? \uff08ChatGPT Plus \u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3057\u3066\u3044\u308c\u3070\u3001o1-preview \u30e2\u30c7\u30eb\u306f\u4e00\u5b9a\u56de\u6570\u307e\u3067<strong>\u8ffd\u52a0\u8cbb\u7528\u306a\u3057<\/strong>\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002\uff09<\/p>\n<p>\u5bfe\u7167\u30ea\u30b9\u30c8\u304c\u4e00\u5ea6\u5b8c\u6210\u3057\u305f\u3089\u3001\u5f8c\u306f\u4e0a\u8a18\u306e Python \u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4fee\u6b63\u3057\u3066\u3001<code>chat_history<\/code> \u3092\u3069\u3093\u3069\u3093\u9577\u304f\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u6bce\u56de\u3001\u5bfe\u7167\u30ea\u30b9\u30c8\u3068\u65b0\u3057\u3044 1\u884c\u3060\u3051\u3092\u6e21\u3059\u3088\u3046\u306b\u3059\u308c\u3070\u3001\u52d5\u4f5c\u306f\u8efd\u5feb\u306b\u306a\u308a\u3001API \u4f7f\u7528\u6599\u91d1\u3082\u6700\u5c0f\u9650\u306b\u6291\u3048\u3089\u308c\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E9%9D%92%E5%A4%A9%E3%81%AE%E9%9C%B9%E9%9D%82_OpenAI_o1%EF%BC%88%E3%82%AA%E3%83%BC%E3%83%AF%E3%83%B3%EF%BC%89%E7%99%BB%E5%A0%B4\"><\/span>\u9752\u5929\u306e\u9739\u9742 OpenAI o1\uff08\u30aa\u30fc\u30ef\u30f3\uff09\u767b\u5834<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><a href=\"http:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/yougo_table.png\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-8156\" src=\"http:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/yougo_table.png\" alt=\"\" width=\"906\" height=\"389\" srcset=\"https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/yougo_table.png 906w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/yougo_table-300x129.png 300w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/yougo_table-768x330.png 768w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/yougo_table-660x283.png 660w\" sizes=\"(max-width: 906px) 100vw, 906px\" \/><\/a><\/p>\n<p>\u3053\u306e\u30a2\u30a4\u30c7\u30a2\u3092\u601d\u3044\u3064\u3044\u305f\u306e\u3067\u3001\u79c1\u306f\u65e9\u901f PC \u306b\u5411\u304b\u3044\u307e\u3057\u305f\u3002\u30a6\u30a7\u30d6\u30d6\u30e9\u30a6\u30b6\u3067 ChatGPT \u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u958b\u304d\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u3068\u304d\u3067\u3059\u3002\u306a\u3093\u3068\u3001\u4ee5\u524d\u304b\u3089\u30d7\u30ec\u30d3\u30e5\u30fc\u4e2d\u3060\u3063\u305f o1-preview \u304b\u3089\u300cpreview\u300d\u304c\u5916\u308c\u3066\u3001\u300co1\u300d\u30e2\u30c7\u30eb\u304c\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3066\u3044\u308b\u3067\u306f\u306a\u3044\u3067\u3059\u304b!!\uff0812\u67089\u65e5\u73fe\u5728\uff09<\/p>\n<p>\u307e\u3042\u3001\u305d\u308c\u306f\u826f\u3044\u3053\u3068\u3067\u3059\u3002\u305d\u308c\u306f\u305d\u308c\u3068\u3057\u3066\u3001\u79c1\u306f\u65e9\u901f\u3001\u4e0a\u8a18\u306e\u30a2\u30a4\u30c7\u30a2\u3092\u8a66\u3057\u3066\u307f\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002o1 \u30e2\u30c7\u30eb\u306b\u3001\u8b70\u4e8b\u306e\u958b\u50ac\u901a\u77e5\u3001\u30a2\u30b8\u30a7\u30f3\u30c0\u3092\u4e0e\u3048\u305f\u306e\u3061\u3001Whisper \u304c\u751f\u6210\u3057\u305f\u8aa4\u5909\u63db\u3060\u3089\u3051\u306e\u6587\u5b57\u8d77\u3053\u3057\u30c6\u30ad\u30b9\u30c8\u3092\u4e0e\u3048\u3001\u6b21\u306e\u3088\u3046\u306b\u6307\u793a\u3057\u307e\u3057\u305f\u3002<\/p>\n<blockquote><p><strong>\u79c1<\/strong>: Whisper \u3067\u6587\u5b57\u8d77\u3053\u3057\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u793a\u3057\u307e\u3059\u3002\u8aa4\u8a8d\u8b58\u304c\u591a\u3044\u3067\u3059\u3002\u8aa4\u8a8d\u8b58\u3068\u601d\u308f\u308c\u308b\u7528\u8a9e\u3068\u3001\u672c\u6765\u306e\u7528\u8a9e\uff08\u672c\u6765\u3001\u3053\u3046\u3044\u3046\u767a\u8a00\u3060\u3063\u305f\u3060\u308d\u3046\u3068\u3044\u3046\u7528\u8a9e\uff09\u306e\u5bfe\u7167\u30ea\u30b9\u30c8\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p><\/blockquote>\n<p>\u3059\u308b\u3068\u3069\u3046\u3067\u3057\u3087\u3046\u3002\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u56de\u7b54\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n<blockquote><p><strong>OpenAI o1<\/strong>: \u4ee5\u4e0b\u306b\u3001Whisper\u304c\u8aa4\u8a8d\u8b58\u3057\u305f\u3068\u601d\u308f\u308c\u308b\u7528\u8a9e\u3068\u3001\u305d\u306e\u672c\u6765\u306e\u6b63\u3057\u3044\u7528\u8a9e\u306e\u4e00\u4f8b\u3092\u5bfe\u7167\u8868\u3068\u3057\u3066\u307e\u3068\u3081\u307e\u3059\u3002<br \/>\n\uff08\u203b\u5168\u3066\u3092\u7db2\u7f85\u3067\u304d\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u6587\u8108\u304b\u3089\u63a8\u5b9a\u3067\u304d\u308b\u4ee3\u8868\u7684\u306a\u8aa4\u8a8d\u8b58\u7b87\u6240\u3092\u793a\u3057\u307e\u3059\u3002\uff09<\/p><\/blockquote>\n<p>\u5bfe\u7167\u30ea\u30b9\u30c8\u306f\u8868\u5f62\u5f0f\u3067\u51fa\u529b\u3055\u308c\u3001\u5404\u30ab\u30e9\u30e0\u306b\u306f<\/p>\n<ul>\n<li>\u8aa4\u8a8d\u8b58\u7528\u8a9e<\/li>\n<li>\u6b63\u3057\u3044\u7528\u8a9e\uff08\u63a8\u5b9a\uff09<\/li>\n<\/ul>\n<p>\u3060\u3051\u3067\u306a\u304f\u3001\u306a\u3093\u3068<\/p>\n<ul>\n<li>\u5099\u8003<\/li>\n<\/ul>\n<p>\u307e\u3067\u660e\u8a18\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002\u304a\u5ba2\u69d8\u304b\u3089\u9802\u3044\u305f\u8cc7\u6599\u306b\u57fa\u3065\u304f\u3082\u306e\u306a\u306e\u3067\u3001\u3053\u3053\u3067\u793a\u3059\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u306e\u304c\u6b8b\u5ff5\u306a\u306e\u3067\u3059\u304c\u3001\u304a\u305d\u3089\u304f\u5c02\u9580\u5206\u91ce\u306e\u304a\u5ba2\u69d8\u304c\u898b\u3066\u3082\u7d0d\u5f97\u3059\u308b\u3088\u3046\u306a\u3001\u8a73\u7d30\u306a\u5bfe\u7167\u30ea\u30b9\u30c8\u304c\u5f97\u3089\u308c\u305f\u306e\u3067\u3059\u3002<\/p>\n<h2 id=\"o1\"><span class=\"ez-toc-section\" id=\"%E7%B5%90%E8%AB%96_Whisper_o1_%E3%81%A7%E8%A7%A3%E6%B1%BA\"><\/span>\u7d50\u8ad6: Whisper + o1 \u3067\u89e3\u6c7a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><a href=\"http:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/fixed_text.png\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-8157\" src=\"http:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/fixed_text.png\" alt=\"\" width=\"960\" height=\"377\" srcset=\"https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/fixed_text.png 960w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/fixed_text-300x118.png 300w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/fixed_text-768x302.png 768w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/fixed_text-660x259.png 660w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><\/a><\/p>\n<p>\u3053\u3053\u307e\u3067\u6765\u308b\u3068\u3001\u305d\u306e\u7d50\u679c\u306b\u611f\u6fc0\u3059\u308b\u4e00\u65b9\u3067\u3001\u79c1\u306f\u5acc\u306a\u4e88\u611f\u304c\u3057\u307e\u3057\u305f\u3002\u30e2\u30c7\u30eb o1 \u306e\u80fd\u529b\u306f\u3001\u79c1\u306e\u671f\u5f85\u3092\u8d85\u3048\u308b\u3082\u306e\u306a\u306e\u3067\u306f\u306a\u3044\u3060\u308d\u3046\u304b?\u00a0 GPT-4o \u3067\u306f\u3067\u304d\u306a\u304b\u3063\u305f\u30c6\u30ad\u30b9\u30c8\u306e\u4e00\u62ec\u51e6\u7406\u3092\u3001o1 \u306a\u3089\u3070\u51e6\u7406\u3067\u304d\u305f\u308a\u3059\u308b\u306e\u3067\u306f\u306a\u3044\u3060\u308d\u3046\u304b? \u6628\u65e5\u307e\u3067\u306e\u79c1\u306e\u4f5c\u696d\uff08\u3068 API \u5229\u7528\u6599\u91d1\uff09\u306f\u3082\u3057\u304b\u3057\u3066\u7121\u99c4\u306b\u306a\u3063\u305f\u306e\u3067\u306f\u306a\u3044\u3060\u308d\u3046\u304b?<\/p>\n<p>o1 \u30e2\u30c7\u30eb\u306b\u7d9a\u3051\u3066\u4f9d\u983c\u3057\u307e\u3059\u3002<\/p>\n<blockquote><p><strong>\u79c1<\/strong>: \u305d\u308c\u3092\u5143\u306b\u3001\u5148\u307b\u3069\u306e\u30c6\u30ad\u30b9\u30c8\u30921\u884c\u305a\u3064\u5168\u3066\u4fee\u6b63\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3001\u672b\u5c3e\u306b [] \u3067\u56f2\u3063\u3066\u4fee\u6b63\u70b9\u3092\u660e\u8a18\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\uff08\u7565\uff09<\/p><\/blockquote>\n<p>o1 \u30e2\u30c7\u30eb\u306f\u9577\u8003\u306b\u5165\u308a\u307e\u3057\u305f\u3002\u6700\u521d\u306e 2\u56de\u306f\u30a8\u30e9\u30fc\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u3002\u4e0d\u5b89\u306a\u6c17\u6301\u3061\u3067 Re-generate\uff08\u56de\u7b54\u306e\u518d\u751f\u6210\uff09\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n<p>\u3059\u308b\u3068\u3069\u3046\u3067\u3057\u3087\u3046?\u00a0 GPT-4o \u306e\u3068\u304d\u3068\u306f\u7570\u306a\u308a\u3001\u6587\u5b57\u8d77\u3053\u3057\u306e\u5148\u982d\u304b\u3089\u672b\u5c3e\u307e\u3067\u3001\u304d\u3061\u3093\u3068\u4fee\u6b63\u30c6\u30ad\u30b9\u30c8\u3092\u4f5c\u3063\u3066\u304f\u308c\u305f\u3067\u306f\u306a\u3044\u3067\u3059\u304b\u3002\u6628\u65e5\u307e\u3067\u306e\u79c1\u306e\u82e6\u52b4\u306f\u3044\u3063\u305f\u3044\u306a\u3093\u3060\u3063\u305f\u306e\u3067\u3057\u3087\u3046\u304b!?\u00a0 \u751f\u6210\u30e2\u30c7\u30eb\uff08AI\uff09\u306e\u9032\u5316\u306e\u6050\u308d\u3057\u3055\u3092\u75db\u611f\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n<p>\u5148\u307b\u3069\u8ff0\u3079\u305f\u3088\u3046\u306b\u3001OpenAI \u793e\u306e\u30e2\u30c7\u30eb o1 \u306f\u6b63\u5f0f\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3001ChatGPT Plus \u306e\u30e6\u30fc\u30b6\u30fc\u3067\u3042\u308c\u3070\u4e00\u5b9a\u56de\u6570\u307e\u3067\u8ffd\u52a0\u8cbb\u7528\u306a\u3057\u3067\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001<a href=\"https:\/\/help.openai.com\/en\/articles\/9824962-openai-o1-and-o1-mini-usage-limits-on-chatgpt-and-the-api#:~:text=with%20a%20chatgpt%20plus%20or%20team%20account%2C%20you%20have%20access%20to%2050%20messages%20a%20week\">\u9031\u3042\u305f\u308a 50\u30e1\u30c3\u30bb\u30fc\u30b8\u307e\u3067\u5229\u7528\u3067\u304d\u307e\u3059<\/a>\u3002<\/p>\n<p>\u4eca\u56de\u306e\u79c1\u306e\u4f5c\u696d\u3067\u306f\u3001\u30e2\u30c7\u30eb o1 \u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306a 3\u56de\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u308b\u3053\u3068\u3067\u3001Whisper \u306b\u3088\u308b\u8aa4\u8a8d\u8b58\u3060\u3089\u3051\u306e 30\u5206\u7a0b\u5ea6\u306e\u30c6\u30ad\u30b9\u30c8\uff08\u304a\u3088\u305d 30\u30ad\u30ed\u30d0\u30a4\u30c8\uff09\u304b\u3089\u3001\u304b\u306a\u308a\u54c1\u8cea\u306e\u826f\u3044\u30c6\u30ad\u30b9\u30c8\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u8a08\u7b97\u4e0a\u306f\u3001\u73fe\u5728\u306e o1 \u306e\u5229\u7528\u5236\u9650\u3092\u8003\u616e\u3057\u305f\u3068\u3057\u3066\u3082\u30011\u9031\u9593\u3042\u305f\u308a 8\u6642\u9593\u7a0b\u5ea6\uff0850 \u00f7 3 \u00d7 30 \u00f7 60\uff09\u306e\u30c6\u30fc\u30d7\u8d77\u3053\u3057\u304c \u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u30028\u6642\u9593\u306e\u30c6\u30fc\u30d7\u8d77\u3053\u3057\u306b\u5fc5\u8981\u306a\u8cbb\u7528\u306f\u3001Whisper \u306e\u8cbb\u7528\uff08400\u5186\u5f37\uff09\u3068\u3001\u307b\u304b\u306b ChatGPT Plus \u306e\u8cbb\u7528\uff08\u6708\u984d 3,300\u5186\u7a0b\u5ea6\uff09\u3067\u3059\u3002\u666e\u6bb5\u304b\u3089 ChatGPT Plus \u3092\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u65b9\u3067\u3042\u308c\u3070\u3001\u304b\u306a\u308a\u30ea\u30fc\u30ba\u30ca\u30d6\u30eb\u3068\u8a00\u3048\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u4ee5\u4e0b\u306b\u3001\u4eca\u56de o1 \u30e2\u30c7\u30eb\u306b\u4e0e\u3048\u305f\u6307\u793a\u3092\u793a\u3057\u307e\u3059\u306e\u3067\u3001\u5fa1\u53c2\u8003\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BB%8A%E5%9B%9E_o1_%E3%81%AB%E4%B8%8E%E3%81%88%E3%81%9F%E6%8C%87%E7%A4%BA%EF%BC%88%E3%83%97%E3%83%AD%E3%83%B3%E3%83%97%E3%83%88%EF%BC%89\"><\/span>\u4eca\u56de o1 \u306b\u4e0e\u3048\u305f\u6307\u793a\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li>\u307e\u305a\u306f\u3001\u4ee5\u4e0b\u306e\u8cc7\u6599\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n# \u8cc7\u6599 1<br \/>\n\uff08\u304a\u5ba2\u69d8\u63d0\u4f9b\u306e\u8cc7\u6599\u306a\u306e\u3067\u7565\uff09<br \/>\n# \u8cc7\u6599 2<br \/>\n\uff08\u304a\u5ba2\u69d8\u63d0\u4f9b\u306e\u8cc7\u6599\u306a\u306e\u3067\u7565\uff09<\/li>\n<li>\u6b21\u306b\u3001Whisper \u3067\u6587\u5b57\u8d77\u3053\u3057\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u793a\u3057\u307e\u3059\u3002\u8aa4\u8a8d\u8b58\u304c\u591a\u3044\u3067\u3059\u3002\u8aa4\u8a8d\u8b58\u3068\u601d\u308f\u308c\u308b\u7528\u8a9e\u3068\u3001\u672c\u6765\u306e\u7528\u8a9e\uff08\u672c\u6765\u3001\u3053\u3046\u3044\u3046\u767a\u8a00\u3060\u3063\u305f\u3060\u308d\u3046\u3068\u3044\u3046\u7528\u8a9e\uff09\u306e\u5bfe\u7167\u30ea\u30b9\u30c8\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n# \u4f8b<br \/>\n\u304a\u6539\u307e\u308a -&gt; \u304a\u96c6\u307e\u308a<br \/>\n\u8c6a\u96e8\u5185\u5bb9 -&gt; \u696d\u52d9\u5185\u5bb9<br \/>\n\u8a2d\u55b6 -&gt; \u8aac\u660e<br \/>\n# Whisier \u3067\u6587\u5b57\u8d77\u3053\u3057\u3057\u305f\u30c6\u30ad\u30b9\u30c8\uff08\u8aa4\u8a8d\u8b58\u304c\u591a\u3044\uff09<br \/>\n[000:00] \u7686\u69d8\u3001\u672c\u65e5\u306f\u304a\u6539\u307e\u308a\u9802\u304d\u307e\u3057\u3066\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002<br \/>\n\uff08\u304a\u5ba2\u69d8\u63d0\u4f9b\u306e\u8cc7\u6599\u306a\u306e\u3067\u4ee5\u4e0b\u7565\uff09<\/li>\n<li>\u305d\u308c\u3092\u5143\u306b\u3001\u5148\u307b\u3069\u306e\u30c6\u30ad\u30b9\u30c8\u30921\u884c\u305a\u3064\u5168\u3066\u4fee\u6b63\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3001\u672b\u5c3e\u306b [] \u3067\u56f2\u3063\u3066\u4fee\u6b63\u70b9\u3092\u660e\u8a18\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n# \u4f8b<br \/>\n[000:00] \u7686\u69d8\u3001\u672c\u65e5\u306f\u304a\u96c6\u307e\u308a\u9802\u304d\u307e\u3057\u3066\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002[\u304a\u6539\u307e\u308a -&gt; \u304a\u96c6\u307e\u308a]<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"%E3%82%82%E3%81%97%E3%81%8B%E3%81%97%E3%81%A6%E3%80%81%E3%81%A1%E3%82%83%E3%82%93%E3%81%A8%E3%81%97%E3%81%9F%E8%AA%AC%E6%98%8E%E8%B3%87%E6%96%99%E3%82%82%E4%BD%9C%E3%82%8C%E3%82%8B\"><\/span>\u3082\u3057\u304b\u3057\u3066\u3001\u3061\u3083\u3093\u3068\u3057\u305f\u8aac\u660e\u8cc7\u6599\u3082\u4f5c\u308c\u308b!?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3053\u3053\u307e\u3067\u6765\u308b\u3068\u3001\u671f\u5f85\u304c\u81a8\u3089\u3080\u2026\u3068\u3044\u3046\u3088\u308a\u306f\u3001\u8aac\u660e\u8cc7\u6599\u3082\u4f5c\u3089\u305b\u3066\u307f\u3088\u3046\u3001\u3068\u3044\u3046\u6b32\u671b\u304c\u51fa\u3066\u304d\u307e\u3059\u3002o1 \u30e2\u30c7\u30eb\u306b\u983c\u3093\u3067\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u5148\u307b\u3069\u306e o1 \u30bb\u30c3\u30b7\u30e7\u30f3\u306b\u7d9a\u3051\u3066\u3082\u826f\u304b\u3063\u305f\u306e\u3067\u3059\u304c\u3001\u65b0\u3057\u3044\u30bb\u30c3\u30b7\u30e7\u30f3\uff08\u30b9\u30ec\u30c3\u30c9\uff09\u3092\u958b\u304d\u307e\u3057\u305f\u3002\u305d\u306e\u305f\u3081\u3001\u518d\u5ea6\u3001\u80cc\u666f\u304b\u3089\u8aac\u660e\u3057\u76f4\u3057\u307e\u3059\u3002<\/p>\n<blockquote><p><strong>\u79c1<\/strong>: \u3053\u308c\u304b\u3089\u3001\u3042\u308b\u4f1a\u8b70\u306e\u6587\u5b57\u8d77\u3053\u3057\uff08\u30c6\u30fc\u30d7\u8d77\u3053\u3057\uff09\u304b\u3089\u3001\u305d\u306e\u8b70\u4e8b\u5185\u5bb9\u306e\u8aac\u660e\u8cc7\u6599\u3092\u4f5c\u308a\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u3001\u4f1a\u8b70\u306e\u958b\u50ac\u901a\u77e5\u3001\u8b70\u4e8b\u65e5\u7a0b\uff08\u30d7\u30ed\u30b0\u30e9\u30e0\uff09\u3001\u6587\u5b57\u8d77\u3053\u3057\u306e\u969b\u306b\u8aa4\u308a\u3092\u4fee\u6b63\u3057\u305f\u7528\u8a9e\u4e00\u89a7\u3001OpenAI Whisper \u306b\u3088\u308b\u30c8\u30e9\u30f3\u30b9\u30af\u30ea\u30d7\u30c8\uff08\u8aa4\u5b57\u4fee\u6b63\u6e08\u307f\uff09\u3092\u793a\u3057\u307e\u3059\u3002 \u30c8\u30e9\u30f3\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u3001\u8b70\u4e8b\u65e5\u7a0b\u306e\u3046\u3061\u300c\uff08\u7565\uff09\u300d\u306e\u3082\u306e\u3067\u3059\u3002 \u4f9d\u983c\u5185\u5bb9\u3067\u3059\u304c\u3001\u307e\u305a\u6700\u521d\u306b\u3001\u4f5c\u6210\u3059\u308b\u300c\u8aac\u660e\u8cc7\u6599\u300d\u306e\u7ae0\u7acb\u3066\uff08\u30bb\u30af\u30b7\u30e7\u30f3\u69cb\u6210\uff09\u3092\u63d0\u6848\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\uff08\u7565\uff09<\/p><\/blockquote>\n<p>\u3059\u308b\u3068\u3069\u3046\u3067\u3057\u3087\u3046\u3002\u6975\u3081\u3066\u7dbf\u5bc6\u306a\u7ae0\u7acb\u3066\u3092\u3057\u3066\u304f\u308c\u308b\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\uff08\u4e0a\u8ff0\u306e\u7406\u7531\u306b\u3088\u308a\u3001\u3053\u3053\u3067\u793a\u3059\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u306e\u304c\u6b8b\u5ff5\u3067\u3059\u3002\uff09<\/p>\n<p>\u7d9a\u3051\u3066\u4f9d\u983c\u3057\u307e\u3059\u3002\uff08o1 \u30e2\u30c7\u30eb\u306f\u73fe\u5728\u3001\u9031\u3042\u305f\u308a 50\u30e1\u30c3\u30bb\u30fc\u30b8\u3068\u3044\u3046\u5229\u7528\u5236\u9650\u304c\u3042\u308b\u306e\u3067\u3001\u614e\u91cd\u306b\u30c1\u30e3\u30c3\u30c8\u3057\u307e\u3059\u3002\uff09<\/p>\n<blockquote><p><strong>\u79c1<\/strong>: \u826f\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u305d\u308c\u3067\u306f\u3001\u5b9f\u969b\u306b\u8aac\u660e\u8cc7\u6599\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u306a\u304a\u3001\u5404\u30bb\u30af\u30b7\u30e7\u30f3\u306e\u5185\u5bb9\u304c\u77ed\u304f\u306a\u308a\u3059\u304e\u308b\u5834\u5408\u306b\u306f\u3001\u5fc5\u8981\u306a\u3089\u3070\u30bb\u30af\u30b7\u30e7\u30f3\u69cb\u6210\u306f\u3082\u3046\u5c11\u3057\u7c97\u304f\u3066\u3082\u826f\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u305d\u306e\u969b\u306f\u3001\u7ae0\u7acb\u3066\u3092\u5909\u66f4\u3057\u3066\u826f\u3044\u3067\u3059\u3002<\/p><\/blockquote>\n<h2><span class=\"ez-toc-section\" id=\"%E6%84%9F%E6%BF%80%EF%BC%88%E5%88%A5%E5%90%8D%E3%80%81%E5%94%96%E7%84%B6%EF%BC%89%E3%81%AE%E5%B9%95%E5%BC%95%E3%81%8D\"><\/span>\u611f\u6fc0\uff08\u5225\u540d\u3001\u5516\u7136\uff09\u306e\u5e55\u5f15\u304d<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><a href=\"http:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/giji_setsumei.png\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-8158\" src=\"http:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/giji_setsumei.png\" alt=\"\" width=\"959\" height=\"502\" srcset=\"https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/giji_setsumei.png 959w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/giji_setsumei-300x157.png 300w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/giji_setsumei-768x402.png 768w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/giji_setsumei-660x345.png 660w, https:\/\/flogics.com\/wp\/wp-content\/uploads\/2024\/12\/giji_setsumei-380x200.png 380w\" sizes=\"(max-width: 959px) 100vw, 959px\" \/><\/a><\/p>\n<p>\u5f97\u3089\u308c\u305f\u8aac\u660e\u8cc7\u6599\u306f\u3001\u79c1\u306e\u60f3\u50cf\u3092\u8d85\u3048\u308b\u3082\u306e\u3067\u3057\u305f\u3002\u3082\u3057\u304b\u3059\u308b\u3068\u3001\u5c02\u9580\u5206\u91ce\u306e\u304a\u5ba2\u69d8\u304c\u898b\u305f\u3089\u300c\u307e\u3060\u307e\u3060\u3067\u3059\u306d\u3002ChatGPT \u306e\u5984\u60f3\u304c\u591a\u3044\u3067\u3059\u306d\u300d\u3068\u8a00\u308f\u308c\u305d\u3046\u3067\u3059\u304c\u3001\u9580\u5916\u6f22\u306e\u79c1\u306e\u76ee\u306b\u306f\u5341\u5206\u306a\u5185\u5bb9\u3067\u3001\u8b70\u4e8b\u306e\u5185\u5bb9\u304c\u7406\u89e3\u3067\u304d\u308b\u307b\u3069\u306e\u54c1\u8cea\u306b\u611f\u3058\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u5192\u982d\u3067\u793a\u3057\u305f\u3088\u3046\u306b\u3001\u8aa4\u5909\u63db\u3060\u3089\u3051\u306e\u6587\u5b57\u8d77\u3053\u3057\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u751f\u6210\u3055\u305b\u305f\u8aac\u660e\u8cc7\u6599\uff08\u5931\u6557\u4f5c\uff09\u306b\u6bd4\u3079\u308b\u3068\u3001\u683c\u6bb5\u306e\u5411\u4e0a\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u4eca\u65e5\u306f\u3053\u3053\u307e\u3067\u3068\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%81%8A%E5%95%8F%E3%81%84%E5%90%88%E3%82%8F%E3%81%9B%E3%81%AF%E3%81%8A%E6%B0%97%E8%BB%BD%E3%81%AB\"><\/span>\u304a\u554f\u3044\u5408\u308f\u305b\u306f\u304a\u6c17\u8efd\u306b!<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u7e70\u308a\u8fd4\u3057\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u4eca\u56de\u306f\u3001\u304a\u5ba2\u69d8\u304b\u3089\u306e\u4f9d\u983c\u306b\u57fa\u3065\u304f\u5185\u5bb9\u306a\u306e\u3067\u8a73\u7d30\u306a\u7d50\u679c\u3092\u793a\u3059\u3053\u3068\u304c\u3067\u304d\u305a\u3001\u7533\u3057\u8a33\u3054\u3056\u3044\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u3001\u540c\u69d8\u306e\u5fa1\u4f9d\u983c\u304c\u3042\u308a\u307e\u3057\u305f\u3089\u5bfe\u5fdc\u53ef\u80fd\u3067\u3054\u3056\u3044\u307e\u3059\u306e\u3067\u3001\u304a\u6c17\u8efd\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002\u3042\u304f\u307e\u3067\u3082\u6a5f\u68b0\u5b66\u7fd2\uff08AI\uff09\u306b\u3088\u308b\u751f\u6210\u3067\u3059\u306e\u3067\u3001\u5168\u3066\u306e\u304a\u5ba2\u69d8\u306b\u5fa1\u6e80\u8db3\u9802\u3051\u308b\u304b\u3069\u3046\u304b\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u304c\u3001\u559c\u3093\u3067\u4f5c\u696d\u3055\u305b\u3066\u9802\u304d\u307e\u3059\u3002<\/p>\n<div class=\"wpforms-container wpforms-container-full\" id=\"wpforms-2662\"><form id=\"wpforms-form-2662\" class=\"wpforms-validate wpforms-form\" data-formid=\"2662\" method=\"post\" enctype=\"multipart\/form-data\" action=\"\/wp\/wp-json\/wp\/v2\/posts\/8106\" data-token=\"1a78548c090d643dfdb3a192a124de87\"><noscript class=\"wpforms-error-noscript\">\u3053\u306e\u30d5\u30a9\u30fc\u30e0\u306b\u5165\u529b\u3059\u308b\u306b\u306f\u3001\u30d6\u30e9\u30a6\u30b6\u30fc\u3067 JavaScript \u3092\u6709\u52b9\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/noscript><div class=\"wpforms-field-container\"><div id=\"wpforms-2662-field_0-container\" class=\"wpforms-field wpforms-field-name\" data-field-id=\"0\"><label class=\"wpforms-field-label\" for=\"wpforms-2662-field_0\">\u304a\u540d\u524d\uff08\u30cb\u30c3\u30af\u30cd\u30fc\u30e0\u53ef\uff09 <span class=\"wpforms-required-label\">*<\/span><\/label><input type=\"text\" id=\"wpforms-2662-field_0\" class=\"wpforms-field-medium wpforms-field-required\" name=\"wpforms[fields][0]\" required><div class=\"wpforms-field-description\">\u304a\u554f\u3044\u5408\u308f\u305b\u3092\u9802\u3044\u305f\u5f8c\u3001\u7d99\u7d9a\u3057\u3066\u55b6\u696d\u6d3b\u52d5\u3092\u3057\u305f\u308a\u3001\u30cb\u30e5\u30fc\u30b9\u30ec\u30bf\u30fc\u7b49\u3092\u304a\u9001\u308a\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u306f\u3054\u3056\u3044\u307e\u305b\u3093\u3002<\/div><\/div><div id=\"wpforms-2662-field_1-container\" class=\"wpforms-field wpforms-field-email\" data-field-id=\"1\"><label class=\"wpforms-field-label\" for=\"wpforms-2662-field_1\">\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9 <span class=\"wpforms-required-label\">*<\/span><\/label><input type=\"email\" id=\"wpforms-2662-field_1\" class=\"wpforms-field-medium wpforms-field-required\" name=\"wpforms[fields][1]\" spellcheck=\"false\" required><div class=\"wpforms-field-description\">\u5fa1\u8fd4\u7b54\u306f 24\u6642\u9593\u4ee5\u5185\uff08\u55b6\u696d\u6642\u9593\u4e2d\uff09\u3068\u3055\u305b\u3066\u9802\u3044\u3066\u304a\u308a\u307e\u3059\u3002\u5fc5\u305a\u8fd4\u4fe1\u81f4\u3057\u307e\u3059\u304c\u3001\u6642\u3005\u30a2\u30c9\u30ec\u30b9\u8aa4\u308a\u3068\u601d\u308f\u308c\u308b\u8fd4\u4fe1\u30a8\u30e9\u30fc\u304c\u3054\u3056\u3044\u307e\u3059\u3002\u8fd4\u7b54\u304c\u5c4a\u304b\u306a\u3044\u5834\u5408\u3001\u5927\u5909\u304a\u624b\u6570\u3067\u306f\u3054\u3056\u3044\u307e\u3059\u304c\u5225\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3067\u7763\u4fc3\u9802\u3051\u307e\u3059\u3068\u5e78\u3044\u3067\u3059\u3002<\/div><\/div><div id=\"wpforms-2662-field_5-container\" class=\"wpforms-field wpforms-field-checkbox\" data-field-id=\"5\"><label class=\"wpforms-field-label\" for=\"wpforms-2662-field_5\">\u3044\u304f\u3064\u3067\u3082\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044<\/label><ul id=\"wpforms-2662-field_5\"><li class=\"choice-6 depth-1\"><input type=\"checkbox\" id=\"wpforms-2662-field_5_6\" name=\"wpforms[fields][5][]\" value=\"\u9762\u767d\u304b\u3063\u305f \/ \u53c2\u8003\u306b\u306a\u3063\u305f\"  ><label class=\"wpforms-field-label-inline\" for=\"wpforms-2662-field_5_6\">\u9762\u767d\u304b\u3063\u305f \/ \u53c2\u8003\u306b\u306a\u3063\u305f<\/label><\/li><li class=\"choice-4 depth-1\"><input type=\"checkbox\" id=\"wpforms-2662-field_5_4\" name=\"wpforms[fields][5][]\" value=\"\u79c1\u3082\u3084\u3063\u3066\u307f\u305f\u3044\"  ><label class=\"wpforms-field-label-inline\" for=\"wpforms-2662-field_5_4\">\u79c1\u3082\u3084\u3063\u3066\u307f\u305f\u3044<\/label><\/li><li class=\"choice-1 depth-1\"><input type=\"checkbox\" id=\"wpforms-2662-field_5_1\" name=\"wpforms[fields][5][]\" value=\"\u8a73\u3057\u3044\u8a71\u3092\u805e\u304d\u305f\u3044\"  ><label class=\"wpforms-field-label-inline\" for=\"wpforms-2662-field_5_1\">\u8a73\u3057\u3044\u8a71\u3092\u805e\u304d\u305f\u3044<\/label><\/li><li class=\"choice-3 depth-1\"><input type=\"checkbox\" id=\"wpforms-2662-field_5_3\" name=\"wpforms[fields][5][]\" value=\"\u30bb\u30df\u30ca\u30fc\u3092\u3084\u3063\u3066\u6b32\u3057\u3044\uff08\u76f8\u6a21\u539f\u5e02\u8fd1\u90ca\u3001\u3042\u308b\u3044\u306f\u30cd\u30c3\u30c8\u4f1a\u8b70\u306b\u3066\uff09\"  ><label class=\"wpforms-field-label-inline\" for=\"wpforms-2662-field_5_3\">\u30bb\u30df\u30ca\u30fc\u3092\u3084\u3063\u3066\u6b32\u3057\u3044\uff08\u76f8\u6a21\u539f\u5e02\u8fd1\u90ca\u3001\u3042\u308b\u3044\u306f\u30cd\u30c3\u30c8\u4f1a\u8b70\u306b\u3066\uff09<\/label><\/li><li class=\"choice-2 depth-1\"><input type=\"checkbox\" id=\"wpforms-2662-field_5_2\" name=\"wpforms[fields][5][]\" value=\"\u7d9a\u7de8\u306e\u8a18\u4e8b\u3092\u5e0c\u671b\"  ><label class=\"wpforms-field-label-inline\" for=\"wpforms-2662-field_5_2\">\u7d9a\u7de8\u306e\u8a18\u4e8b\u3092\u5e0c\u671b<\/label><\/li><\/ul><\/div><div id=\"wpforms-2662-field_2-container\" class=\"wpforms-field wpforms-field-textarea\" data-field-id=\"2\"><label class=\"wpforms-field-label\" for=\"wpforms-2662-field_2\">\u30e1\u30c3\u30bb\u30fc\u30b8 <span class=\"wpforms-required-label\">*<\/span><\/label><textarea id=\"wpforms-2662-field_2\" class=\"wpforms-field-medium wpforms-field-required\" name=\"wpforms[fields][2]\" required><\/textarea><\/div><\/div><!-- .wpforms-field-container --><div class=\"wpforms-field wpforms-field-hp\"><label for=\"wpforms-2662-field-hp\" class=\"wpforms-field-label\">Website<\/label><input type=\"text\" name=\"wpforms[hp]\" id=\"wpforms-2662-field-hp\" class=\"wpforms-field-medium\"><\/div><input type=\"hidden\" name=\"wpforms[recaptcha]\" value=\"\"><div class=\"wpforms-submit-container\" ><input type=\"hidden\" name=\"wpforms[id]\" value=\"2662\"><input type=\"hidden\" name=\"wpforms[author]\" value=\"1\"><button type=\"submit\" name=\"wpforms[submit]\" id=\"wpforms-submit-2662\" class=\"wpforms-submit\" data-alt-text=\"\u9001\u4fe1\u4e2d...\" data-submit-text=\"\u9001\u4fe1\" aria-live=\"assertive\" value=\"wpforms-submit\">\u9001\u4fe1<\/button><\/div><\/form><\/div>  <!-- .wpforms-container -->\n","protected":false},"excerpt":{"rendered":"<p>\u4f1a\u8b70\u9332\u97f3\u306e\u6587\u5b57\u8d77\u3053\u3057\u304b\u3089\u8b70\u4e8b\u9332\u4f5c\u6210\u307e\u3067\u3001ChatGPT Plus\u3092\u99c6\u4f7f\u3057\u305f\u52b9\u7387\u7684\u306a\u65b9\u6cd5\u3092\u7d39\u4ecb\u30021\u6642\u9593\u306e\u97f3\u58f0\u306750\u5186\u7a0b\u5ea6\u304b\u3089\u3002OpenAI\u306eWhisper\u3084\u65b0\u30ea\u30ea\u30fc\u30b9\u306eo1\u30e2\u30c7\u30eb\u3001Python\u3092\u6d3b\u7528\u3057\u3001\u97f3\u58f0\u8a8d\u8b58\u306e\u8ab2\u984c\u89e3\u6c7a\u7b56\u3001\u5b9f\u7528\u7684\u306a\u4e8b\u4f8b\u3001FFmpeg\u306b\u3088\u308b\u97f3\u58f0\u5909\u63db\u624b\u9806\u3001API\u9023\u643a\u306b\u3088\u308b\u81ea\u52d5\u5316\u30d7\u30ed\u30bb\u30b9\u3082\u8a73\u8ff0\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":1,"featured_media":8124,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[177,123,99],"tags":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/flogics.com\/wp\/wp-json\/wp\/v2\/posts\/8106"}],"collection":[{"href":"https:\/\/flogics.com\/wp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flogics.com\/wp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flogics.com\/wp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/flogics.com\/wp\/wp-json\/wp\/v2\/comments?post=8106"}],"version-history":[{"count":43,"href":"https:\/\/flogics.com\/wp\/wp-json\/wp\/v2\/posts\/8106\/revisions"}],"predecessor-version":[{"id":8160,"href":"https:\/\/flogics.com\/wp\/wp-json\/wp\/v2\/posts\/8106\/revisions\/8160"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flogics.com\/wp\/wp-json\/wp\/v2\/media\/8124"}],"wp:attachment":[{"href":"https:\/\/flogics.com\/wp\/wp-json\/wp\/v2\/media?parent=8106"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flogics.com\/wp\/wp-json\/wp\/v2\/categories?post=8106"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flogics.com\/wp\/wp-json\/wp\/v2\/tags?post=8106"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}