{"id":1388,"date":"2024-05-08T17:32:06","date_gmt":"2024-05-08T17:32:06","guid":{"rendered":"https:\/\/www.nicekj.com\/?p=1388"},"modified":"2024-05-08T17:36:25","modified_gmt":"2024-05-08T17:36:25","slug":"yongaishengchengzhongwenzimukaopuma","status":"publish","type":"post","link":"https:\/\/www.nicekj.com\/yongaishengchengzhongwenzimukaopuma.html","title":{"rendered":"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f"},"content":{"rendered":"<h2 data-id=\"heading-0\">1\u3001\u5f15\u8a00<\/h2>\n<p>\u4e0a\u8282<a href=\"https:\/\/juejin.cn\/post\/7288963080864301112\" target=\"_blank\" title=\"https:\/\/juejin.cn\/post\/7288963080864301112\" rel=\"noopener\">\u300a\u97f3\u89c6\u9891\u8f6c\u6587\u5b57\u4e0d\u6c42\u4eba\uff0cOpenAI Whisper\u6765\u5e2e\u60a8\u300b<\/a>\u6559\u4e86\u5927\u5bb6\u7528Whipser\u6765\u751f\u6210\u97f3\u89c6\u9891\u7684\u5b57\u5e55\uff0c\u6709\u80d6\u53cb\u5728\u8bc4\u8bba\u533a\u63d0\u5230\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/f7bfe3d8210824935c63128b175f5d04.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u5982\u679c\u6211\u6ca1\u7406\u89e3\u9519\u7684\u8bdd\uff0c<strong>\u4f60\u4eec\u7684\u670b\u53cb<\/strong> \u60f3\u8981\u7684\u662f\uff1a<\/p>\n<blockquote>\n<p><strong>\u76f4\u63a5\u751f\u6210\u4e2d\u6587\u5b57\u5e55<\/strong>\uff0c\u4ee5\u4fbf\u8fdb\u884c\u7535\u5f71\u5267\u60c5\u7684\u89e3\u8bfb\u3002<\/p>\n<\/blockquote>\n<p>\u4e0d\u8fc7\uff0c\u6211\u5f88\u62b1\u6b49\u7684\u901a\u77e5\u60a8\uff0c<strong>\u4e0d\u592a\u9760\u8c31\ud83d\udc36\uff0c<\/strong> \u4f46\u4e5f\u4e0d\u662f\u4e0d\u80fd\u7528\uff0c\u672c\u8282\u6211\u4eec\u5c31\u6765\u63a2\u7d22\u7528AI\u4e0b\u751f\u6210\u4e2d\u6587\u5b57\u5e55\u7684\u8fc7\u7a0b\u5427\u3002<\/p>\n<h2 data-id=\"heading-1\">2\u3001buzz\u65e0\u8111\u63d0\u53d6\u5b57\u5e55 + Google\u7ffb\u8bd1<\/h2>\n<p>\u7528 <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Fchidiwilliams%2Fbuzz\" target=\"_blank\" title=\"https:\/\/github.com\/chidiwilliams\/buzz\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">chidiwilliams\/buzz<\/a> \u76f4\u63a5\u9009\u4e2d\u7535\u5f71\uff0c<strong>Language(\u8bed\u8a00)<\/strong> \u9009\u4e2d <strong>Japanese(\u65e5\u8bed)<\/strong> \uff0c\u7136\u540e\u70b9\u51fbRun() \u5f00\u59cb\u751f\u6210\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/867166d6170a379081aefc2fb719fe44.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p><strong>\u6f2b\u957f\u7684\u7b49\u5f85<\/strong>\uff0c2\u5c0f\u65f640\u5206\u949f\u7684\u89c6\u9891\uff0c\u4f7f\u7528tiny\u6a21\u578b\uff0c\u8db3\u8db3\u82b1\u4e86\u5c06\u8fd125\u5206\u949f\uff08\u5f53\u7136\uff0c\u4e0d\u6392\u9664\u662f\u6211\u7535\u8111\u5783\u573e\ud83e\udd15\uff09\u6253\u5f00\u751f\u6210\u7684\u5b57\u5e55\u6587\u4ef6(txt)\uff0c\u5168\u9009Copy\u5230\u8c37\u6b4c\u7ffb\u8bd1\u770b\u4e0b\u7ffb\u8bd1\u6548\u679c\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/966bdda7407ca36a07de9162b7bf36f3.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\ud83d\ude28 \u8fd9\u90fd\u4ec0\u4e48\u9b3c\u4e1c\u897f\u554a\uff1f\uff1f\uff1f\u6211\u7b80\u5355\u4ecb\u7ecd\u4e0b\u7247\u5934\uff1a<\/p>\n<blockquote>\n<p>\u6cb3\u5317\u8001\u4e61\u7684\u524d\u7537\u53cb\u6253\u7535\u8bdd\u7ed9\u5979\u95ee\u597d\uff0c\u8bf4\u81ea\u5df1\u73b0\u5728\u65e5\u672c\uff0c\u5de5\u4f5c\u63d0\u524d\u7ed3\u675f\uff0c\u60f3\u7ea6\u5979\u660e\u5929\u89c1\u4e2a\u9762\u3002<\/p>\n<\/blockquote>\n<p>\u611f\u89c9\u6709\u53ef\u80fd\u662ftiny\u6a21\u578b\u4e0d\u884c\uff0c\u5206\u522b\u8bd5\u8bd5 <strong>Smal<\/strong>l\u3001<strong>Medium<\/strong> \u548c <strong>Large<\/strong>\uff0c\u5728\u6b64\u4e4b\u524d\u8981 <strong>\u622a\u53d6\u89c6\u9891<\/strong>\uff0c\u4e0d\u7136\u8dd1\u4e00\u5929\u90fd\u53ef\u80fd\u63d0\u53d6\u4e0d\u5b8c\uff0c\u7b80\u5355\u70b9\u76f4\u63a5\u88c1\u89c6\u9891\u7684\u524d10\u5206\u949f\u4f5c\u4e3a\u6837\u672c\uff0c\u8fd9\u90e8\u5206\u5bf9\u8bdd\u6bd4\u8f83\u591a\u4e00\u4e9b\u3002\u76f4\u63a5\u7528 <strong>ffmpeg\u547d\u4ee4<\/strong> \u622a\u53d6\u89c6\u9891\u7247\u6bb5\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">bash<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-bash code-block-extension-codeShowNum\" lang=\"bash\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"> ffmpeg -i <span class=\"hljs-string\">\"xxx.mp4\"<\/span> -t 00:10:00 -c copy short.mp4<\/span>\n<\/code><\/pre>\n<p>\u63a5\u7740\u4f9d\u6b21\u9009\u62e9\u4e09\u4e2a\u4e0d\u540c\u7684\u6a21\u578b\u8fdb\u884c\u5b57\u5e55\u751f\u6210\uff0c\u5728\u6f2b\u957f\u7b49\u5f85\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u6574\u4e0b\u6d3b\uff0c\u770b\u80fd\u5426\u63d0\u9ad8\u751f\u6210\u4e2d\u6587\u5b57\u5e55\u7684\u51c6\u786e\u7387\u3002<\/p>\n<h2 data-id=\"heading-2\">3\u3001ffmpeg \u63d0\u53d6\u97f3\u9891<\/h2>\n<p>Whisper \u5728\u751f\u6210\u5b57\u5e55\u65f6\u80af\u5b9a\u6709\u505affmpeg\u8f6c\u6362\uff0c\u628a\u89c6\u9891\u8f6c\u6362\u4e3a\u97f3\u9891\u518d\u8fdb\u884c\u8bc6\u522b\uff0c\u8fd9\u91cc\u6211\u4eec\u81ea\u5df1\u6765\u8f6c\u4e00\u4e0b\uff0c\u53ef\u4ee5\u76f4\u63a5\u547d\u4ee4\u884c\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">bash<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-bash code-block-extension-codeShowNum\" lang=\"bash\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">ffmpeg -i short.mp4 -vn -af <span class=\"hljs-string\">\"pan=1c|c0=c1\"<\/span> -ac 1 -f wav -acodec pcm_s16le short.wav<\/span>\n<\/code><\/pre>\n<p>\u4e5f\u53ef\u4ee5Python \u8c03 <strong>ffmepg-python<\/strong> \u5e93\u6765\u8c03\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">python<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-python code-block-extension-codeShowNum\" lang=\"python\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">fetch_audio_from_video<\/span>(<span class=\"hljs-params\">video_path, audio_path<\/span>):<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">    ffmpeg.<span class=\"hljs-built_in\">input<\/span>(filename=video_path).output(audio_path, af=<span class=\"hljs-string\">\"pan=1c|c0=c1\"<\/span>, ac=<span class=\"hljs-string\">\"1\"<\/span>, acodec=<span class=\"hljs-string\">'pcm_s16le'<\/span>, f=<span class=\"hljs-string\">'wav'<\/span>).run()<\/span>\n<\/code><\/pre>\n<p>\u7b80\u5355\u4ecb\u7ecd\u4e0b\u4e0a\u9762\u7684\u53c2\u6570\uff1a<\/p>\n<ul>\n<li><strong>-i<\/strong>\uff1a\u8f93\u5165\u7684\u89c6\u9891\u6587\u4ef6<\/li>\n<li><strong>-vn<\/strong>\uff1a\u4e0d\u5904\u7406\u89c6\u9891\u6d41\uff0c\u53ea\u4fdd\u7559\u97f3\u9891<\/li>\n<li><strong>-af &#8220;pan=1c|c0=c1&#8221;<\/strong> : \u97f3\u9891\u8fc7\u6ee4\u5668\uff0c1\u4e2a\u58f0\u9053\uff0c\u7b2c0\u58f0\u9053\u590d\u5236\u7b2c1\u58f0\u9053\uff0c\u5b9e\u73b0\u5355\u58f0\u9053\u5316\uff08\u5c31\u662f\u53ea\u53d6\u7b2c\u4e8c\u4e2a\u58f0\u9053\uff0c\u4eba\u58f0\u4e00\u822c\u5728\u53f3\u58f0\u9053\uff09<\/li>\n<li><strong>-ac 1<\/strong>\uff1a\u8f93\u51fa\u5355\u58f0\u9053\u97f3\u9891<\/li>\n<li><strong>-f wav<\/strong>\uff1a\u8f93\u51fa\u4e3awav\u683c\u5f0f<\/li>\n<li><strong>-acodec pcm_s16le<\/strong>\uff1a\u4f7f\u7528pcm_s16le\u7f16\u7801\uff0c6\u4f4d\u91c7\u6837\u6df1\u5ea6\u7684\u65e0\u635f\u7f16\u7801<\/li>\n<\/ul>\n<p>\u4e0a\u9762\u505a\u7684\u4e8b\u60c5\u5c31\u662f\uff0c<strong>\u63d0\u53d6\u5355\u58f0\u9053\u7684wav\u97f3\u9891<\/strong>\uff0c\u63d0\u53d6\u7684\u901f\u5ea6\u975e\u5e38\u5feb\u554a\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/13594372cc56e239cb013d69648d14f7.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u63a5\u7740\u641e\u4e0b\u4eba\u751f\u5206\u79bb\uff0c\u5c31\u662f\u53bb\u6389\u80cc\u666f\u97f3\u4e50\u5565\u7684\uff0c\u7528Spleeter\u5e93\u6765\u505a~<\/p>\n<h2 data-id=\"heading-3\">4\u3001Spleeter \u63d0\u53d6\u4eba\u58f0<\/h2>\n<p><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Fdeezer%2Fspleeter%2F\" target=\"_blank\" title=\"https:\/\/github.com\/deezer\/spleeter\/\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Spleeter<\/a> \u662f Deezer \u6e90\u5206\u79bb\u5e93\uff0c\u5e26\u6709\u7528 Python \u7f16\u5199\u5e76\u4f7f\u7528 TensorFlow \u7684\u9884\u8bad\u7ec3\u6a21\u578b\u3002\u7b80\u5355\u70b9\u8bf4\uff1a\u53ef\u4ee5\u7528\u5b83\u6765<strong>\u5206\u79bb\u97f3\u9891\u6587\u4ef6\u4e2d\u7684\u4f34\u594f\u548c\u4eba\u58f0<\/strong>\u3002\u4f7f\u7528\u65b9\u6cd5\u5f88\u7b80\u5355\uff0cpip\u88c5\u4e0b\u5e93\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">bash<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-bash code-block-extension-codeShowNum\" lang=\"bash\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">pip install spleeter<\/span>\n<\/code><\/pre>\n<p>\u63a5\u7740 <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Fdeezer%2Fspleeter%2Freleases%2Ftag%2Fv1.4.0\" target=\"_blank\" title=\"https:\/\/github.com\/deezer\/spleeter\/releases\/tag\/v1.4.0\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Github\u4ed3\u5e93<\/a> <strong>\u4e0b\u8f7d\u9884\u6d4b\u6a21\u578b<\/strong>\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/e5cfee153d9b6d4713e9bd642a92bca1.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u4e0b\u8f7d\u540e\u672c\u5730\u521b\u5efa\u4e00\u4e2a ****<strong>spleeter<\/strong> \u6587\u4ef6\u5939\uff0c\u5728\u91cc\u9762\u518d\u521b\u5efa\u4e00\u4e2a <strong>pretrained_models<\/strong> \u6587\u4ef6\u5939\uff0c\u628a\u4e0b\u8f7d\u7684\u538b\u7f29\u5305\u89e3\u538b\u5230\u91cc\u9762\uff0c\u7ed3\u6784\u5982\u4e0b\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/e67e72b36e86e7a644ad23ada9c9a2e9.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u6253\u5f00\u547d\u4ee4\u884c\uff0ccd\u5230 spleeter \u76ee\u5f55\u4e0b\uff0c\u952e\u5165\u4e0b\u8ff0\u547d\u4ee4\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">bash<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-bash code-block-extension-codeShowNum\" lang=\"bash\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">spleeter separate -p spleeter:2stems E:Codeshort.wav -o E:<\/span>\n<\/code><\/pre>\n<p>\u8fd9\u91cc\u8981\u6ce8\u610f\uff0c\u8f93\u5165\/\u8f93\u51fa\u6587\u4ef6\u7684 <strong>\u8def\u5f84\u4e0d\u80fd\u5305\u542b\u4e2d\u6587<\/strong>\uff01\uff01\uff01\u4e0d\u7136\u4f1a\u62a5\u9519\uff1aError: Missing argument \u2018FILES&#8230;\u2018.<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/ec29c4a6580dea90ace7cbfa37551138.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u6253\u5f00\u751f\u6210\u6587\u4ef6\u76ee\u5f55\uff0c\u53ef\u4ee5\u770b\u5230\u4f34\u594f\u548c\u4eba\u58f0\uff0c\u6253\u5f00\u542c\u4e86\u4e0b\u4eba\u58f0\uff0c\u4f34\u594f(\u80cc\u666f\u97f3\u4e50)\u786e\u5b9e\u53bb\u6389\u4e86~<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/7603aec51ed95d069fab6edae5f2c4ca.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<h2 data-id=\"heading-4\">5\u3001Hugging Face \u7ffb\u8bd1\u6587\u672c<\/h2>\n<p>\u524d\u9762\u5207\u6362\u4e0d\u540c\u6a21\u578b\u8fdb\u884c\u5b57\u5e55\u63d0\u53d6\uff0c\u7ec8\u4e8e\u6267\u884c\u5b8c\u6bd5\u4e86\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/bd6860498153cd9ba90777e4b6e16d72.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u4f9d\u6b21\u6253\u5f00\u7ed3\u679c\u9a8c\u8bc1\uff0c\u76f4\u63a5CV\u5230\u767e\u5ea6\u7ffb\u8bd1\uff0c\u4f9d\u65e7\u7a00\u70c2\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/76da2c222e41eef7ec466f4d4bedcec0.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u60f3\u8bd5\u8bd5\u767e\u5ea6\u8fd9\u4e2aAI\u7ffb\u8bd1\uff0c\u7ed3\u679c\u53ea\u652f\u6301\u4e2d\u82f1\u4e92\u8bd1\uff0c\u641c\u4e86\u4e0bAI\u79bb\u7ebf\u7ffb\u8bd1\uff0c\u7ed3\u679c\u53d1\u73b0\u4e86 <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fhuggingface.co%2FHelsinki-NLP%2Fopus-mt-en-zh%2Ftree%2Fmain\" target=\"_blank\" title=\"https:\/\/huggingface.co\/Helsinki-NLP\/opus-mt-en-zh\/tree\/main\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Hugging Face<\/a>\uff0c\u8d6b\u5c14\u8f9b\u57fa\u5927\u5b66\u5f00\u6e90\u514d\u8d39\u7684\u591a\u8bed\u8a00\u7ffb\u8bd1\u6a21\u578b (\u76ee\u524d1440\u4e2a)\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/b4ad7619cad9032426f40498321c8358.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u5728\u8fd9\u91cc\u627e\u4e86\u4e0b\uff0c\u6ca1\u627e\u5230 <strong>\u65e5\u8f6c\u4e2d<\/strong> \u7684\u6a21\u578b\uff0c\u53ea\u627e\u5230 <strong>\u65e5\u8f6c\u82f1<\/strong>\uff0c\u90a3\u5c31\u53ea\u80fd\u8f6c\u4e24\u904d\u4e86\uff0c\u5148 <strong>\u65e5\u8f6c\u82f1<\/strong> \u518d <strong>\u82f1\u8f6c\u4e2d<\/strong>\uff0c\u53ea\u9700\u8981\u4e0b\u8f7d\u7ea2\u6846\u91cc\u7684\u8fd97\u4e2a\u6587\u4ef6\uff08\u9644\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fhuggingface.co%2Flanguages\" target=\"_blank\" title=\"https:\/\/huggingface.co\/languages\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">\u300a\u4e0d\u540c\u8bed\u8a00\u53ca\u82f1\u6587\u7b80\u79f0\u5bf9\u7167\u8868\u300b<\/a>\uff09\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/61d3ddf7375e9339a5a9e6312e7503e3.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u653e\u5230\u4e24\u4e2a\u6307\u5b9a\u7684\u672c\u5730\u6587\u4ef6\u5939\u4e2d\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/77c2f58c4f1be1ab559aeb55b9c3a3ae.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u63a5\u7740pip\u88c5\u4e0b\u5305\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">bash<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-bash code-block-extension-codeShowNum\" lang=\"bash\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">pip install transformers[sentencepiece]<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">pip install torch<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">pip install sacremoses<\/span>\n<\/code><\/pre>\n<p>\u63a5\u7740\u901a\u8fc7\u52a0\u8f7d\u672c\u5730\u6a21\u578b\u6765\u5b9e\u73b0\u7ffb\u8bd1\u529f\u80fd\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">python<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-python code-block-extension-codeShowNum\" lang=\"python\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-keyword\">from<\/span> transformers <span class=\"hljs-keyword\">import<\/span> AutoTokenizer, AutoModelForSeq2SeqLM<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\"><span class=\"hljs-keyword\">from<\/span> transformers <span class=\"hljs-keyword\">import<\/span> pipeline<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\"><span class=\"hljs-keyword\">if<\/span> __name__ == <span class=\"hljs-string\">'__main__'<\/span>:<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">\tja_en_model_path = <span class=\"hljs-string\">r\"E:CodeHugging Faceja-en\"<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">    ja_en_tokenizer = AutoTokenizer.from_pretrained(ja_en_model_path)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">    ja_en_model = AutoModelForSeq2SeqLM.from_pretrained(ja_en_model_path)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">    pipeline = pipeline(<span class=\"hljs-string\">\"translation\"<\/span>, model=jap_en_model, tokenizer=jap_en_tokenizer)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">    result = pipeline(read_file_text_content(<span class=\"hljs-string\">\"short.txt\"<\/span>))<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\">    <span class=\"hljs-built_in\">print<\/span>(result[<span class=\"hljs-number\">0<\/span>][<span class=\"hljs-string\">'translation_text'<\/span>])<\/span>\n<\/code><\/pre>\n<p>\u8fd0\u884c\u540e\u62a5\u9519\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/ced91ac1ffa93aad4322a5e7d6aecdf0.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u539f\u56e0\uff1a\u8f93\u5165\u6587\u672c\u8fc7\u957f\uff0c\u8d85\u8fc7\u4e86\u6a21\u578b\u652f\u6301\u7684\u6700\u5927\u957f\u5ea6512\u4e2atoken\uff0c\u5e8f\u5217\u8fc7\u957f\u5bfc\u81f4index\u51fa\u9519\uff0c\u89e3\u6cd5\u5c31\u662f\u5bf9\u8f93\u5165\u7684\u6587\u672c\u8fdb\u884c\u5206\u5272\u3002\u4fee\u6539\u540e\u7684\u4ee3\u7801\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">python<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-python code-block-extension-codeShowNum\" lang=\"python\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-keyword\">if<\/span> __name__ == <span class=\"hljs-string\">'__main__'<\/span>:<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">    ja_en_model_path = <span class=\"hljs-string\">r\"E:CodeHuggingFaceja-en\"<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">    ja_en_tokenizer = AutoTokenizer.from_pretrained(ja_en_model_path)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">    ja_en_model = AutoModelForSeq2SeqLM.from_pretrained(ja_en_model_path)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">    ja_en_pipeline = pipeline(<span class=\"hljs-string\">\"translation\"<\/span>, model=ja_en_model, tokenizer=ja_en_tokenizer)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">    translation_content = read_file_text_content(<span class=\"hljs-string\">\"short.txt\"<\/span>)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">    content_length = <span class=\"hljs-built_in\">len<\/span>(translation_content)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">    range_index = <span class=\"hljs-number\">0<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">    range_count = math.ceil(content_length \/ <span class=\"hljs-number\">512<\/span>)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\">    <span class=\"hljs-keyword\">while<\/span> <span class=\"hljs-literal\">True<\/span>:<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">        <span class=\"hljs-keyword\">if<\/span> range_index == range_count:<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\">            <span class=\"hljs-keyword\">break<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\">        result = ja_en_pipeline(translation_content[<span class=\"hljs-number\">512<\/span> * range_index: <span class=\"hljs-number\">512<\/span> * (range_index + <span class=\"hljs-number\">1<\/span>)])<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"14\">        <span class=\"hljs-built_in\">print<\/span>(result[<span class=\"hljs-number\">0<\/span>][<span class=\"hljs-string\">'translation_text'<\/span>])<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"15\">        range_index += <span class=\"hljs-number\">1<\/span><\/span>\n<\/code><\/pre>\n<p>\u8fd0\u884c\u540e\u63a7\u5236\u53f0\u8f93\u51fa\u65e5\u8f6c\u82f1\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/f7606cbd7c7f456488208f40e5c42c62.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u63a5\u7740\u628a\u82f1\u8f6c\u4e2d\u7684\u4ee3\u7801\u4e5f\u5b89\u6392\u4e0a\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">python<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-python code-block-extension-codeShowNum\" lang=\"python\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">en_cn_model_path = <span class=\"hljs-string\">r\"E:CodeHuggingFaceen-zh\"<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">en_cn_tokenizer = AutoTokenizer.from_pretrained(en_cn_model_path)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">en_cn_model = AutoModelForSeq2SeqLM.from_pretrained(en_cn_model_path)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">en_cn_pipeline = pipeline(<span class=\"hljs-string\">\"translation\"<\/span>, model=en_cn_model, tokenizer=en_cn_tokenizer)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">en_result = ja_en_pipeline(translation_content[<span class=\"hljs-number\">512<\/span> * range_index: <span class=\"hljs-number\">512<\/span> * (range_index + <span class=\"hljs-number\">1<\/span>)])<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">zh_result = en_cn_pipeline(en_result[<span class=\"hljs-number\">0<\/span>][<span class=\"hljs-string\">'translation_text'<\/span>])<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\"><span class=\"hljs-built_in\">print<\/span>(zh_result[<span class=\"hljs-number\">0<\/span>][<span class=\"hljs-string\">'translation_text'<\/span>])<\/span>\n<\/code><\/pre>\n<p>\u518d\u6b21\u8fd0\u884c\u770b\u770b\u8f93\u51fa\u7ed3\u679c\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/77c9735b04dfeeb0927edd2d398d26d6.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\ud83d\ude32em&#8230;\u8fd9\u7ffb\u8bd1\u7ed3\u679c\u4e0d\u592a\u5bf9\u554a\uff0c\u800c\u4e14\u7b49\u633a\u4e45\u7684\uff0c\u8bd5\u8bd5\u6539\u6210\u9010\u884c\u7ffb\u8bd1\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">python<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-python code-block-extension-codeShowNum\" lang=\"python\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">translation_content_list = read_list_from_file(<span class=\"hljs-string\">\"short.txt\"<\/span>)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\"><span class=\"hljs-keyword\">for<\/span> translation_content <span class=\"hljs-keyword\">in<\/span> translation_content_list:<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">    en_result = ja_en_pipeline(translation_content)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">    zh_result = en_cn_pipeline(en_result[<span class=\"hljs-number\">0<\/span>][<span class=\"hljs-string\">'translation_text'<\/span>])<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">    <span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"{} === {}\"<\/span>.<span class=\"hljs-built_in\">format<\/span>(en_result[<span class=\"hljs-number\">0<\/span>][<span class=\"hljs-string\">'translation_text'<\/span>], zh_result[<span class=\"hljs-number\">0<\/span>][<span class=\"hljs-string\">'translation_text'<\/span>]))<\/span>\n<\/code><\/pre>\n<p>\u8fd0\u884c\u770b\u770b\u8f93\u51fa\u7ed3\u679c\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/113698e2d443ac2e40ff77850eb69b15.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\ud83d\ude11 \u6bd4\u5bf9\u4e0b\u539f\u5b57\u5e55\uff0c\u76f4\u63a5\u628a\u6211\u6574\u65e0\u8bed\u4e86\uff0c\u8fd9\u8ba9\u6211\u60f3\u8d77\u4e00\u4e2a\u4e2d\u56fd\u7684\u6210\u8bed\uff1a<strong>\u4ee5\u8bb9\u4f20\u8bb9<\/strong>\uff0c\u6307\u7684\u662f\uff1a<strong>\u672c\u6765\u5c31\u4e0d\u6b63\u786e\u7684\u8bdd\u53c8\u9519\u8bef\u5730\u4f20\u51fa\u53bb\uff0c\u8d8a\u4f20\u8d8a\u9519<\/strong>\u3002<\/p>\n<p>\u89e3\u51b3\u65b9\u6cd5\u7684\u8bdd\u4e24\u4e2a\uff1a<strong>\u627e\u66f4\u9002\u5408\u7684\u6a21\u578b<\/strong> \u6216\u8005 <strong>\u81ea\u5df1\u8bad\u7ec3\u6a21\u578b<\/strong>\uff0c\u8fd9\u5783\u573e\u7535\u8111\uff0c\u81ea\u5df1\u8bad\u7ec3\u80af\u5b9a\u662f\u4e0d\u53ef\u80fd\u7684\u3002\u53ea\u80fd\u518d\u641c\u641c\u6a21\u578b\u4e86\uff0c\u641c\u7d22\u7247\u523b\uff0c\u7ec8\u4e8e\u627e\u5230\u4e24\u4e2a\u65e5\u6587\u8f6c\u4e2d\u6587\u7684\u6a21\u578b\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fhuggingface.co%2Flarryvrh%2Fmt5-translation-ja_zh\" target=\"_blank\" title=\"https:\/\/huggingface.co\/larryvrh\/mt5-translation-ja_zh\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">larryvrh\/mt5-translation-ja_zh<\/a> \u548c <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fhuggingface.co%2FneverLife%2Fnllb-200-distilled-600M-ja-zh\" target=\"_blank\" title=\"https:\/\/huggingface.co\/neverLife\/nllb-200-distilled-600M-ja-zh\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">neverLife\/nllb-200-distilled-600M-ja-zh<\/a><\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/e4a871e3aecacc5754530634850ab077.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\ud83d\ude30 4.92G\u7684\u6a21\u578b\u8ba9\u6211\u671b\u800c\u5374\u6b65\uff0c\u597d\u5728 Hugging Face \u652f\u6301 <strong>\u6d4b\u8bd5\u6a21\u578b<\/strong>\uff0c\u8f93\u5165\u8981\u7ffb\u8bd1\u7684\u65e5\u6587\uff0c\u7136\u540e\u70b9\u51fb <strong>Compute<\/strong> \u5c31\u4f1a\u52a0\u8f7d\u6a21\u578b\uff0c\u7136\u540e\u8fdb\u884c\u8c03\u7528\u6d4b\u8bd5\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/1b4104e3767a2ef16baa4ef754ce71d4.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u5927\u6a21\u578b\u5c31\u662f\u53fc\uff0c\u786e\u5b9e\u51c6\u786e\u5f88\u591a\uff0c\u4e0d\u8fc7\u8ddf\u6211\u7684\u5783\u573e\u4e3b\u673a\u65e0\u7f18\ud83d\ude2d\uff0c\u4f46\u8fd9\u79cd\u901a\u8fc7API\u8c03\u7528\u522b\u4eba\u6a21\u578b\u7684\u65b9\u5f0f\u53ef\u4ee5\u6709~<\/p>\n<h2 data-id=\"heading-5\">6\u3001OpenAI \u7ffb\u8bd1\u6587\u672c<\/h2>\n<p><strong>\u901a\u8fc7API\u8c03\u522b\u4eba\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u6765\u83b7\u53d6\u7ffb\u8bd1\u7ed3\u679c<\/strong>\uff0c\u597d\u5904\uff1a\u4e0d\u7528\u81ea\u5df1\u6298\u817e\uff0c\u4e0d\u9700\u8981\u786c\u4ef6\u8d44\u6e90\uff0c\u53ef\u4ee5\u641e\u5e76\u53d1\u3002\u574f\u5904\uff1a\u5f53\u7136\u662f\u5f97 <strong>\u82b1\u94b1<\/strong> \ud83e\udd21\u3002<\/p>\n<p>\u5feb\u901f\u6821\u9a8c\u7ffb\u8bd1\u6548\u679c\u7684\u65b9\u6cd5\u80af\u5b9a\u662f\u76f4\u63a5\u95ee <strong>ChatGPT<\/strong>\uff0c\u76f4\u63a5\u5199\u4e2a\u7b80\u5355\u7684prompt\uff1a<\/p>\n<blockquote>\n<p>\u4f60\u662f\u4e00\u4e2a\u4e13\u4e1a\u7684\u7ffb\u8bd1\u5de5\u4f5c\u8005\uff0c\u8bf7\u5c06\u4e0b\u9762\u8fd9\u6bb5\u65e5\u6587\u7684\u6bb5\u843d\u7ffb\u8bd1\u6210\u4e2d\u6587\uff1axxx<\/p>\n<\/blockquote>\n<p>\u7ffb\u8bd1\u7ed3\u679c\u5982\u4e0b\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/95668d737d33ccbf390672e15d0f061f.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u5367\u69fd\uff0c\ud83d\udc2e\u725b\u903c\uff0c\u548c\u539f\u5b57\u5e55\u5339\u914d\u5ea6\u81f3\u5c11\u6709\u4e03\u6210\uff0c\u5982\u679c\u6709openai token\u7684\u8bdd\uff0c\u53ef\u4ee5\u7528python\u4ee3\u7801\u8c03\u7528\u4e0b\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">python<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-python code-block-extension-codeShowNum\" lang=\"python\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">translate_by_openai<\/span>(<span class=\"hljs-params\">content<\/span>):<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">    openai.api_key = <span class=\"hljs-string\">\"sk-xxx\"<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">    response = openai.Completion.create(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">        engine=<span class=\"hljs-string\">\"text-davinci-003\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">        prompt=<span class=\"hljs-string\">\"\u4f60\u662f\u4e00\u4e2a\u4e13\u4e1a\u7684\u7ffb\u8bd1\u5de5\u4f5c\u8005\uff0c\u8bf7\u5c06\u4e0b\u9762\u8fd9\u6bb5\u65e5\u6587\u7684\u6bb5\u843d\u7ffb\u8bd1\u6210\u4e2d\u6587\uff1a{}\"<\/span>.<span class=\"hljs-built_in\">format<\/span>(content),<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">        temperature=<span class=\"hljs-number\">1<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">        max_tokens=<span class=\"hljs-number\">2000<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">        frequency_penalty=<span class=\"hljs-number\">0<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">        presence_penalty=<span class=\"hljs-number\">0<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\">    )<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">    <span class=\"hljs-built_in\">print<\/span>(response[<span class=\"hljs-string\">\"choices\"<\/span>][<span class=\"hljs-number\">0<\/span>][<span class=\"hljs-string\">\"text\"<\/span>].strip())<\/span>\n<\/code><\/pre>\n<p>\u8fd0\u884c\u7ed3\u679c\u548cChatGPT\u7684\u5927\u540c\u5c0f\u5f02\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/75bccb4078e19ffa8a6af6477b9aaf09.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u53c8\u8bd5\u4e86\u4e0b <strong>Claude<\/strong>\uff0c\u7ffb\u8bd1\u7ed3\u679c\u7a0d\u5fae\u5dee\u4e00\u70b9\uff0c<strong>\u6587\u5fc3\u4e00\u8a00<\/strong> \u7684\u8bdd(\ud83e\udd23\u7b11\u6b7b)\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/8a1df4d88d953102f4f13677f76e5a0d.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u5728\u89c6\u9891\u64ad\u653e\u7684\u65f6\u5019\u6302\u8f7d\u5b57\u5e55\u7684\u8bdd\uff0c\u9700\u8981 <strong>srt<\/strong> \u6587\u4ef6 (Whisper\u6709\u751f\u6210)\uff0c\u7528vs\u4e4b\u7c7b\u7684\u4ee3\u7801\u7f16\u8f91\u5668\u6253\u5f00\u6b64\u6587\u4ef6\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/42ba75004ef64b5dc1e8883fb2922da8.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u5168\u9009\u590d\u5236\uff0c\u63a5\u7740\u6362\u4e2aprompt\uff1a<\/p>\n<blockquote>\n<p>\u4f60\u662f\u4e00\u4e2a\u4e13\u4e1a\u7684\u7ffb\u8bd1\u5de5\u4f5c\u8005\uff0c\u8bf7\u5c06\u4e0b\u9762\u8fd9\u6bb5\u65e5\u6587\u7684\u6b4c\u8bcd\u6587\u4ef6\u7ffb\u8bd1\u6210\u4e2d\u6587\uff0c\u8981\u4fdd\u7559\u65f6\u95f4\u548c\u5e8f\u53f7\uff1axxx<\/p>\n<\/blockquote>\n<p>\u56e0\u4e3a\u5185\u5bb9\u6bd4\u8f83\u957f\uff0c\u9014\u4e2d\u9700\u8981\u70b9\u51e0\u6b21 <strong>Continue generating<\/strong>\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/0da90142e73d5151c16146979f7afc38.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u751f\u6210\u7ed3\u679c\uff08\u540e\u9762\u8fd8\u7ed9\u6211\u778e\u7f16\u4e86\u4e00\u4e9b\ud83e\udd23\uff09\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/fc8e254c44b4d8f7eeedbfc49d89e516.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u6302\u8f7d\u4e0b\u5b57\u5e55\u770b\u770b\uff08\u767d\u8272\u5b57\u6211\u4eec\u751f\u6210\u7684\u5b57\u5e55\uff09\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/6c51c362ed80fe5efe302486f5ce7c4f.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u9a8c\u8bc1\u8fc7\u7a0b\uff0c\u4e5f\u53d1\u73b0\u4e86Whisper\u751f\u6210\u7684\u65f6\u95f4\u6233\u4e0d\u592a\u51c6\u786e\u7684\u95ee\u9898\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/48a8943144126a79f6a46bb365d0756d.png\" alt=\"\ud83d\ude04\u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d\u9760\u8c31\u5417\uff1f\" \/><\/figure>\n<\/p>\n<p>\u8fd9\u4e2a\u53ef\u4ee5\u95ee\u9898\u53ef\u4ee5\u7528\u4e0a\u8282\u63d0\u5230\u7684\u5e93 <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Fjianfch%2Fstable-ts\" target=\"_blank\" title=\"https:\/\/github.com\/jianfch\/stable-ts\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">jianfch\/stable-ts<\/a> \u6765\u6539\u5584\uff0c\u5173\u4e8e\u751f\u6210\u4e2d\u6587\u5b57\u5e55\u7684\u63a2\u7d22\u5c31\u8bb0\u5f55\u5230\u8fd9\u5566\ud83d\udc0d~<\/p>\n<h2 data-id=\"heading-6\">7\u3001\u603b\u7ed3<\/h2>\n<p>\ud83e\udd21 \u7b80\u5355\u603b\u7ed3\u4e0b <strong>\u7528AI\u751f\u6210\u9713\u8679\u7231\u60c5\u7247\u7684\u300c\u4e2d\u6587\u5b57\u5e55\u300d<\/strong> \u7684\u6280\u672f\u8981\u70b9\uff1a<\/p>\n<ul>\n<li><strong>ffmpeg<\/strong> \u63d0\u53d6\u5355\u58f0\u9053wav\u97f3\u9891<\/li>\n<li><strong>Spleeter<\/strong> \u63d0\u53d6\u4eba\u58f0<\/li>\n<li><strong>OpenAI<\/strong> \u5c06\u5b57\u5e55\u7ffb\u8bd1\u6210\u4e2d\u6587<\/li>\n<\/ul>\n<p><strong>\u7528\u5230\u7684prompt<\/strong>\uff1a<\/p>\n<ul>\n<li>\u4f60\u662f\u4e00\u4e2a\u4e13\u4e1a\u7684\u7ffb\u8bd1\u5de5\u4f5c\u8005\uff0c\u8bf7\u5c06\u4e0b\u9762\u8fd9\u6bb5\u65e5\u6587\u7684\u6bb5\u843d\u7ffb\u8bd1\u6210\u4e2d\u6587\uff1axxx<\/li>\n<li>\u4f60\u662f\u4e00\u4e2a\u4e13\u4e1a\u7684\u7ffb\u8bd1\u5de5\u4f5c\u8005\uff0c\u8bf7\u5c06\u4e0b\u9762\u8fd9\u6bb5\u65e5\u6587\u7684\u6b4c\u8bcd\u6587\u4ef6\u7ffb\u8bd1\u6210\u4e2d\u6587\uff0c\u8981\u4fdd\u7559\u65f6\u95f4\u548c\u5e8f\u53f7\uff1axxx<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>\ud83e\udd21 \u7b80\u5355\u603b\u7ed3\u4e0b \u7528AI\u751f\u6210\u300c\u4e2d\u6587\u5b57\u5e55\u300d \u7684\u6280\u672f\u8981\u70b9\uff1a ffmpeg \u63d0\u53d6\u5355\u58f0\u9053wav\u97f3\u9891\u3001Spleeter\u63d0\u53d6\u4eba\u58f0\u3001OpenAI \u5c06\u5b57\u5e55\u7ffb\u8bd1\u6210\u4e2d\u6587<\/p>\n","protected":false},"author":1,"featured_media":8143,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","views":"4","footnotes":""},"categories":[3],"tags":[127,128,129,136,126],"collection":[],"class_list":["post-1388","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fenlei2","tag-ai","tag-128","tag-129","tag-136","tag-gpt"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1388","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/comments?post=1388"}],"version-history":[{"count":0,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1388\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media\/8143"}],"wp:attachment":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media?parent=1388"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/categories?post=1388"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/tags?post=1388"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/collection?post=1388"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}