{"id":331,"date":"2023-03-06T22:46:05","date_gmt":"2023-03-06T13:46:05","guid":{"rendered":"https:\/\/fukugyouhistory.tokyo\/?p=331"},"modified":"2023-07-16T18:47:27","modified_gmt":"2023-07-16T09:47:27","slug":"whisper-%ef%bc%8b-chatgpt%e3%80%80%e7%b0%a1%e5%8d%98%e3%81%ab%e6%96%87%e5%ad%97%e8%b5%b7%e3%81%93%e3%81%97%e3%83%bb%e8%a6%81%e7%b4%84","status":"publish","type":"post","link":"https:\/\/fukugyouhistory.tokyo\/?p=331","title":{"rendered":"Whisper + ChatGPT\u3000\u7c21\u5358\u306b\u66f8\u304d\u8d77\u3053\u3057\u30fb\u8981\u7d04"},"content":{"rendered":"\n<p><a rel=\"noreferrer noopener\" href=\"https:\/\/fukugyouhistory.tokyo\/?p=179\" target=\"_blank\">Whisper\u3092\u4f7f\u7528\u3057\u305f\u97f3\u58f0\u30fb\u52d5\u753b\u306e\u81ea\u52d5\u66f8\u304d\u8d77\u3053\u3057<\/a>\u306b\u3064\u3044\u3066\u3001\u8a18\u8f09\u3057\u307e\u3057\u305f\u3002<br>\u307e\u305f\u3001<a rel=\"noreferrer noopener\" href=\"https:\/\/fukugyouhistory.tokyo\/?p=313\" target=\"_blank\">ChatGPT\u306b\u3064\u3044\u3066<\/a>\u3082\u3001\u8a18\u8f09\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3053\u306e2\u3064\u3092\u7528\u3044\u3066\u3001\u6587\u5b57\u8d77\u3053\u3057\uff0b\u8981\u7d04\u307e\u3067\u3092\u5b9f\u8df5\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<!--more-->\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Whisper\u3067\u6587\u5b57\u8d77\u3053\u3057<\/h2>\n\n\n\n<p>\u4ee5\u524d\u306e\u8a18\u4e8b\u3067\u3082\u8a18\u8f09\u3057\u305f\u65b9\u6cd5\u3067\u3001\u307e\u305a\u3001\u6587\u5b57\u8d77\u3053\u3057\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u540c\u3058\u304f\u3001\u3072\u308d\u3086\u304d\u3055\u3093\u306e\u52d5\u753b\u3092\u3001\u30b5\u30f3\u30d7\u30eb\u3068\u3057\u3066\u53d6\u308a\u6271\u3044\u307e\u3059\u3002<br>https:\/\/youtu.be\/u9eXBAnETVI<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"\u3072\u308d\u3086\u304d\u3055\u3093\u2605\u5207\u308a\u629c\u304d\u52d5\u753b \u52aa\u529b\u3068\u624d\u80fd\u306b\u3064\u3044\u3066\uff5c\u3072\u308d\u3086\u304d\u3055\u3093 The DIGEST\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/u9eXBAnETVI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><a rel=\"noreferrer noopener\" href=\"https:\/\/colab.research.google.com\/?hl=ja\" target=\"_blank\">Google Colaboratory<\/a>\u306b\u3066\u3001\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<br>\u8a73\u3057\u3044\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306f\u3001<a rel=\"noreferrer noopener\" href=\"https:\/\/fukugyouhistory.tokyo\/?p=179\" target=\"_blank\">\u3053\u3061\u3089<\/a>\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u6700\u521d\u306b\u3001\u300c\u7de8\u96c6\u300d\u2192\u300c\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u8a2d\u5b9a\u300d\u304b\u3089\u3001<br>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30c8\u3092\u300cGPU\u300d\u306b\u8a2d\u5b9a\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" sizes=\"(max-width: 880px) 100vw, 880px\" src=\"https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/03\/image-35.png\" alt=\"\" class=\"wp-image-182\" width=\"420\" height=\"164\" srcset=\"https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/03\/image-35.png 880w, https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/03\/image-35-300x117.png 300w, https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/03\/image-35-768x299.png 768w\" \/><\/figure>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3057\u3001Shift+Enter\u3092\u62bc\u3057\u3066\u5b9f\u884c\u3057\u307e\u3057\u3087\u3046\u3002<br>GPU\u306e\u60c5\u5831\u304c\u51fa\u3066\u304f\u308c\u3070\u3001\u6b63\u5e38\u306b\u8a2d\u5b9a\u5909\u66f4\u3067\u304d\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>!nvidia-smi<\/code><\/pre>\n\n\n\n<p>\u4eca\u56de\u306f\u3001ID\u3084\u6642\u9593\u306f\u51fa\u529b\u305b\u305a\u3001\u6587\u7ae0\u3060\u3051\u51fa\u529b\u3055\u305b\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>! pip install git+https:\/\/github.com\/openai\/whisper.git\nimport whisper\nmodel = whisper.load_model(\"large\")<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code>! pip install yt-dlp\n! rm input.mp3 \n! yt-dlp -x --audio-format mp3 https:\/\/youtu.be\/u9eXBAnETVI -o \"input.mp3\"<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code>result = model.transcribe(\"input.mp3\")\n#result = model.transcribe(\"input.mp3\", verbose=True)<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code>#import pandas as pd\n#pd.DataFrame(result&#91;\"segments\"])&#91;&#91;\"text\"]]\n\nsegments = result&#91;\"segments\"]\n\nfor data in segments:\n   print(data&#91;\"text\"])\n<\/code><\/pre>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u6587\u7ae0\u304c\u51fa\u529b\u3055\u308c\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" sizes=\"(max-width: 767px) 100vw, 767px\" src=\"https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/03\/image-53.png\" alt=\"\" class=\"wp-image-344\" width=\"365\" height=\"230\" srcset=\"https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/03\/image-53.png 767w, https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/03\/image-53-300x189.png 300w\" \/><\/figure>\n\n\n\n<p>\u6b21\u306f\u6587\u7ae0\u3092\u30b3\u30d4\u30fc\u3057\u3066\u3001ChatGPT\u3067\u8981\u7d04\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u3087\u3046\u3002<br><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">ChatGPT\u3067\u8981\u7d04<\/h2>\n\n\n\n<p>\u6587\u5b57\u8d77\u3053\u3057\u3055\u308c\u305f\u6587\u7ae0\u3092\u3001ChatGPT\u306b\u6295\u3052\u8fbc\u3093\u3067\u3001\u8981\u7d04\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002<br>\u4e00\u90e8\u306e\u8868\u73fe\u306b\u5bfe\u3057\u3066\u3001ChatGPT\u304b\u3089\u6ce8\u610f\u66f8\u304d\u304c\u51fa\u3066\u304d\u307e\u3057\u305f\u3002\u6587\u7ae0\u306e\u5185\u5bb9\u307e\u3067\u5224\u65ad\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u4ee5\u4e0b\u306e\u6587\u7ae0\u3092\u8981\u7d04\u3057\u3066\u300d<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" sizes=\"(max-width: 679px) 100vw, 679px\" src=\"https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/03\/image-54.png\" alt=\"\" class=\"wp-image-350\" width=\"371\" height=\"155\" srcset=\"https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/03\/image-54.png 679w, https:\/\/fukugyouhistory.tokyo\/wp-content\/uploads\/2023\/03\/image-54-300x125.png 300w\" \/><\/figure>\n\n\n\n<p>\u3061\u3083\u3093\u3068\u8981\u7d04\u3055\u308c\u3066\u51fa\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>Whisper\u3067\u306f\u3001model\u3067large\u3092\u4f7f\u7528\u3057\u305f\u5834\u5408\u3001<br>\u3059\u3067\u306b\u201d\u30b1\u30d0\u53d6\u308a\u201d\uff08\u3042\u30fc\u3001\u3048\u30fc\u3001\u306a\u3069\u306e\u53d6\u308a\u9664\u304d\uff09\u306f\u3001\u307b\u307c\u6e08\u3093\u3060\u72b6\u614b\u3067\u51fa\u529b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306bChatGPT\u3092\u4f7f\u3048\u3070\u3001\u51fa\u529b\u3055\u308c\u305f\u6587\u7ae0\u3092\u7684\u78ba\u306b\u8981\u7d04\u3057\u3066\u3082\u3089\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u975e\u5e38\u306b\u5f37\u529b\u306a\u7d44\u307f\u5408\u308f\u305b\u3067\u3059\u3002\u526f\u696d\u306e\u969b\u306b\u306f\u3001\u6d3b\u7528\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Whisper\u3092\u4f7f\u7528\u3057\u305f\u97f3\u58f0\u30fb\u52d5\u753b\u306e\u81ea\u52d5\u66f8\u304d\u8d77\u3053\u3057\u306b\u3064\u3044\u3066\u3001\u8a18\u8f09\u3057\u307e\u3057\u305f\u3002\u307e\u305f\u3001ChatGPT\u306b\u3064\u3044\u3066\u3082\u3001\u8a18\u8f09\u3057\u307e\u3057\u305f\u3002 \u3053\u306e2\u3064\u3092\u7528\u3044\u3066\u3001\u6587\u5b57\u8d77\u3053\u3057\uff0b\u8981\u7d04\u307e\u3067\u3092\u5b9f\u8df5\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[],"class_list":{"0":"post-331","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-ai"},"_links":{"self":[{"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=\/wp\/v2\/posts\/331","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=331"}],"version-history":[{"count":15,"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=\/wp\/v2\/posts\/331\/revisions"}],"predecessor-version":[{"id":1760,"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=\/wp\/v2\/posts\/331\/revisions\/1760"}],"wp:attachment":[{"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=331"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=331"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fukugyouhistory.tokyo\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=331"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}