{"id":1493,"date":"2023-03-02T12:54:16","date_gmt":"2023-03-02T04:54:16","guid":{"rendered":"https:\/\/www.aqwu.net\/wp\/?p=1493"},"modified":"2023-03-02T12:54:16","modified_gmt":"2023-03-02T04:54:16","slug":"openai-api-%e6%8c%87%e5%8d%97%ef%bc%9a11-%e8%af%ad%e9%9f%b3%e8%bd%ac%e6%96%87%e6%9c%ac","status":"publish","type":"post","link":"https:\/\/www.aqwu.net\/wp\/?p=1493","title":{"rendered":"OpenAI API \u6307\u5357\uff1a11.\u8bed\u97f3\u8f6c\u6587\u672c"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u4e86\u89e3\u5982\u4f55\u5c06\u97f3\u9891\u8f6c\u6362\u4e3a\u6587\u672c, \u97f3\u9891\u8f6c\u6362\u4e3a\u6587\u672c\u662f\u6700\u65b0\u7684\u529f\u80fd<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/platform.openai.com\/docs\/guides\/speech-to-text\/introduction\"><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/platform.openai.com\/docs\/guides\/speech-to-text\/introduction\">\u4ecb\u7ecd<\/a><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bed\u97f3\u8f6c\u6587\u672c API \u63d0\u4f9b\u4e86\u4e24\u4e2a\u7aef\u70b9<code>transcriptions<\/code> \u548c <code>translations<\/code>\uff0c\u5e76\u4e14\u57fa\u4e8e\u6211\u4eec\u6700\u5148\u8fdb\u7684\u5f00\u6e90 large-v2\u00a0<a rel=\"noreferrer noopener\" href=\"https:\/\/openai.com\/blog\/whisper\/\" target=\"_blank\">Whisper \u6a21\u578b<\/a>\u3002\u5b83\u4eec\u53ef\u7528\u4e8e\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5c06\u97f3\u9891\u8f6c\u5f55\u4e3a\u97f3\u9891\u4f7f\u7528\u7684\u4efb\u4f55\u8bed\u8a00\u3002<\/li>\n\n\n\n<li>\u5c06\u97f3\u9891\u7ffb\u8bd1\u5e76\u8f6c\u5f55\u4e3a\u82f1\u8bed\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u4ef6\u4e0a\u8f7d\u76ee\u524d\u9650\u5236\u4e3a 25 MB\uff0c\u652f\u6301\u4ee5\u4e0b\u8f93\u5165\u6587\u4ef6\u7c7b\u578b\uff1a<code>mp3<\/code>,\u00a0<code>mp4<\/code>,\u00a0<code>mpeg<\/code>,\u00a0<code>mpga<\/code>,\u00a0<code>m4a<\/code>,\u00a0<code>wav<\/code>, \u548c\u00a0<code>webm<\/code>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/platform.openai.com\/docs\/guides\/speech-to-text\/quickstart\"><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/platform.openai.com\/docs\/guides\/speech-to-text\/quickstart\">\u5feb\u901f\u5165\u95e8<\/a><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/platform.openai.com\/docs\/guides\/speech-to-text\/transcriptions\"><\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/platform.openai.com\/docs\/guides\/speech-to-text\/transcriptions\">\u6539\u7f16<\/a><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8f6c\u5f55 API \u5c06\u8981\u8f6c\u5f55\u7684\u97f3\u9891\u6587\u4ef6\u548c\u97f3\u9891\u8f6c\u5f55\u6240\u9700\u7684\u8f93\u51fa\u6587\u4ef6\u683c\u5f0f\u4f5c\u4e3a\u8f93\u5165\u3002\u6211\u4eec\u76ee\u524d\u652f\u6301\u591a\u79cd\u8f93\u5165\u548c\u8f93\u51fa\u6587\u4ef6\u683c\u5f0f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8f6c\u5f55\u97f3\u9891<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>curl --request POST \\\n  --url https:\/\/api.openai.com\/v1\/audio\/transcriptions \\\n  --header 'Authorization: Bearer TOKEN' \\\n  --header 'Content-Type: multipart\/form-data' \\\n  --form file=@\/path\/to\/file\/openai.mp3 \\\n  --form model=whisper-1<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0c\u54cd\u5e94\u7c7b\u578b\u5c06\u4e3a\u5305\u542b\u539f\u59cb\u6587\u672c\u7684 json\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code has-small-font-size\"><code>{\n  \"text\": \"Imagine the wildest idea that you've ever had, and you're curious about how it might scale to something that's a 100, a 1,000 times bigger.\n....\n}<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u5728\u8bf7\u6c42\u4e2d\u8bbe\u7f6e\u5176\u4ed6\u53c2\u6570\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528<code>--form<\/code> \u76f8\u5173\u9009\u9879\u6dfb\u52a0\u66f4\u591a\u884c\u3002\u4f8b\u5982\uff0c\u5982\u679c\u8981\u5c06\u8f93\u51fa\u683c\u5f0f\u8bbe\u7f6e\u4e3a\u6587\u672c\uff0c\u5219\u53ef\u4ee5\u6dfb\u52a0\u4ee5\u4e0b\u884c\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>...\n--form file=@openai.mp3 \\\n--form model=whisper-1 \\\n--form response_format=text<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/platform.openai.com\/docs\/guides\/speech-to-text\/translations\"><\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/platform.openai.com\/docs\/guides\/speech-to-text\/translations\">\u7ffb\u8bd1<\/a><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ffb\u8bd1 API \u4ee5\u4efb\u4f55\u53d7\u652f\u6301\u7684\u8bed\u8a00\u5c06\u97f3\u9891\u6587\u4ef6\u4f5c\u4e3a\u8f93\u5165\uff0c\u5e76\u5728\u5fc5\u8981\u65f6\u5c06\u97f3\u9891\u8f6c\u5f55\u4e3a\u82f1\u8bed\u3002\u8fd9\u4e0e\u6211\u4eec\u7684 \/Transcriptions \u7aef\u70b9\u4e0d\u540c\uff0c\u56e0\u4e3a\u8f93\u51fa\u4e0d\u662f\u539f\u59cb\u8f93\u5165\u8bed\u8a00\uff0c\u800c\u662f\u7ffb\u8bd1\u6210\u82f1\u6587\u6587\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ffb\u8bd1\u97f3\u9891<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>curl --request POST \\\n    --url https:\/\/api.openai.com\/v1\/audio\/translations \\   \n    --header 'Authorization: Bearer TOKEN' \\   \n    --header 'Content-Type: multipart\/form-data' \\   \n    --form file=@\/path\/to\/file\/german.mp3 \\   \n    --form model=whisper-1 \\<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u672c\u4f8b\u4e2d\uff0c\u8f93\u5165\u7684\u97f3\u9891\u662f\u5fb7\u8bed\uff0c\u8f93\u51fa\u7684\u6587\u672c\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Hello, my name is Wolfgang and I come from Germany. Where are you heading today?<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4eec\u76ee\u524d\u4ec5\u652f\u6301\u7ffb\u8bd1\u6210\u82f1\u6587\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/platform.openai.com\/docs\/guides\/speech-to-text\/supported-languages\"><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/platform.openai.com\/docs\/guides\/speech-to-text\/supported-languages\">\u652f\u6301\u7684\u8bed\u8a00<\/a><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4eec\u76ee\u524d\u901a\u8fc7 <code>transcription<\/code> \u548c <code>stranslations<\/code> \u7aef\u70b9<a rel=\"noreferrer noopener\" href=\"https:\/\/github.com\/openai\/whisper#available-models-and-languages\" target=\"_blank\">\u652f\u6301\u4ee5\u4e0b\u8bed\u8a00<\/a>\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5357\u975e\u8bed\uff0c \u963f\u62c9\u4f2f\u8bed\uff0c \u4e9a\u7f8e\u5c3c\u4e9a\u8bed\uff0c \u963f\u585e\u62dc\u7586\u8bed\uff0c \u767d\u4fc4\u7f57\u65af\u8bed\uff0c \u6ce2\u65af\u5c3c\u4e9a\u8bed\uff0c \u4fdd\u52a0\u5229\u4e9a\u8bed\uff0c \u52a0\u6cf0\u7f57\u5c3c\u4e9a\u8bed\uff0c \u4e2d\u6587\uff0c \u514b\u7f57\u5730\u4e9a\u8bed\uff0c \u6377\u514b\u8bed\uff0c \u4e39\u9ea6\u8bed\uff0c \u8377\u5170\u8bed\uff0c \u82f1\u8bed\uff0c \u7231\u6c99\u5c3c\u4e9a\u8bed\uff0c \u82ac\u5170\u8bed\uff0c \u6cd5\u8bed\uff0c \u52a0\u5229\u897f\u4e9a\u8bed\uff0c \u5fb7\u8bed\uff0c \u5e0c\u814a\u8bed\uff0c \u5e0c\u4f2f\u6765\u8bed\uff0c \u5370\u5730\u8bed\uff0c \u5308\u7259\u5229\u8bed\uff0c \u51b0\u5c9b\u8bed\uff0c \u5370\u5ea6\u5c3c\u897f\u4e9a\u8bed\uff0c \u610f\u5927\u5229\u8bed\uff0c \u65e5\u8bed\uff0c \u5361\u7eb3\u8fbe\u8bed\uff0c \u54c8\u8428\u514b\u8bed\uff0c \u97e9\u8bed\uff0c \u62c9\u8131\u7ef4\u4e9a\u8bed\uff0c \u7acb\u9676\u5b9b\u8bed\uff0c \u9a6c\u5176\u987f\u8bed\uff0c \u9a6c\u6765\u8bed\uff0c \u9a6c\u62c9\u5730\u8bed\uff0c \u6bdb\u5229\u8bed\uff0c \u5c3c\u6cca\u5c14\u8bed\uff0c \u632a\u5a01\u8bed\uff0c \u6ce2\u65af\u8bed\uff0c \u6ce2\u5170\u8bed\uff0c \u8461\u8404\u7259\u8bed\uff0c \u7f57\u9a6c\u5c3c\u4e9a\u8bed\uff0c \u4fc4\u8bed\uff0c \u585e\u5c14\u7ef4\u4e9a\u8bed\uff0c \u65af\u6d1b\u4f10\u514b\u8bed\uff0c \u65af\u6d1b\u6587\u5c3c\u4e9a\u8bed\uff0c \u897f\u73ed\u7259\u8bed\uff0c \u65af\u74e6\u5e0c\u91cc\u8bed\uff0c \u745e\u5178\u8bed\uff0c \u4ed6\u52a0\u7984\u8bed\uff0c \u6cf0\u7c73\u5c14\u8bed\uff0c \u6cf0\u8bed\uff0c \u571f\u8033\u5176\u8bed\uff0c \u4e4c\u514b\u5170\u8bed\uff0c \u4e4c\u5c14\u90fd\u8bed\u3001\u8d8a\u5357\u8bed\u548c\u5a01\u5c14\u58eb\u8bed\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u867d\u7136\u57fa\u7840\u6a21\u578b\u662f\u5728 98 \u79cd\u8bed\u8a00\u4e0a\u8bad\u7ec3\u7684\uff0c\u4f46\u6211\u4eec\u53ea\u5217\u51fa\u4e86\u8d85\u8fc7 &lt;50% \u5355\u8bcd<a href=\"https:\/\/en.wikipedia.org\/wiki\/Word_error_rate\" target=\"_blank\" rel=\"noreferrer noopener\">\u9519\u8bef\u7387<\/a>&nbsp;\uff08WER\uff09 \u7684\u8bed\u8a00\uff0cWER\u662f\u8bed\u97f3\u5230\u6587\u672c\u6a21\u578b\u51c6\u786e\u6027\u7684\u884c\u4e1a\u6807\u51c6\u57fa\u51c6\u3002\u8be5\u6a21\u578b\u5c06\u8fd4\u56de\u4e0a\u9762\u672a\u5217\u51fa\u7684\u8bed\u8a00\u7684\u7ed3\u679c\uff0c\u4f46\u8d28\u91cf\u4f1a\u5f88\u4f4e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/platform.openai.com\/docs\/guides\/speech-to-text\/longer-inputs\"><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/platform.openai.com\/docs\/guides\/speech-to-text\/longer-inputs\">\u66f4\u957f\u7684\u8f93\u5165<\/a><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0c\u8033\u8bed API \u4ec5\u652f\u6301\u5c0f\u4e8e 25 MB \u7684\u6587\u4ef6\u3002\u5982\u679c\u60a8\u7684\u97f3\u9891\u6587\u4ef6\u6bd4\u8fd9\u66f4\u957f\uff0c\u5219\u9700\u8981\u5c06\u5176\u5206\u89e3\u4e3a 25 MB \u6216\u66f4\u5c0f\u7684\u5757\u6216\u4f7f\u7528\u538b\u7f29\u97f3\u9891\u683c\u5f0f\u3002\u4e3a\u4e86\u83b7\u5f97\u6700\u4f73\u6027\u80fd\uff0c\u6211\u4eec\u5efa\u8bae\u60a8\u907f\u514d\u5728\u53e5\u5b50\u4e2d\u95f4\u4e2d\u65ad\u97f3\u9891\uff0c\u56e0\u4e3a\u8fd9\u53ef\u80fd\u4f1a\u5bfc\u81f4\u67d0\u4e9b\u4e0a\u4e0b\u6587\u4e22\u5931\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5904\u7406\u6b64\u95ee\u9898\u7684\u4e00\u79cd\u65b9\u6cd5\u662f\u4f7f\u7528&nbsp;<a href=\"https:\/\/github.com\/jiaaro\/pydub\" target=\"_blank\" rel=\"noreferrer noopener\">PyDub \u5f00\u6e90 Python \u5305<\/a>\u6765\u62c6\u5206\u97f3\u9891\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>from pydub import AudioSegment\n\nsong = AudioSegment.from_mp3(\"good_morning.mp3\")\n\n# PyDub handles time in milliseconds\nten_minutes = 10 * 60 * 1000\n\nfirst_10_minutes = song&#91;:ten_minutes]\n\nfirst_10_minutes.export(\"good_morning_10.mp3\", format=\"mp3\")<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><em>OpenAI\u4e0d\u4fdd\u8bc1PyDub\u7b49\u7b2c\u4e09\u65b9\u8f6f\u4ef6\u7684\u53ef\u7528\u6027\u6216\u5b89\u5168\u6027\u3002<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/platform.openai.com\/docs\/guides\/speech-to-text\/prompting\"><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u63d0\u793a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c31\u50cf\u60a8\u53ef\u4ee5\u4f7f\u7528\u63d0\u793a\u6765\u5f71\u54cd\u6211\u4eec\u7684\u8bed\u8a00\u6a21\u578b\u7684\u8f93\u51fa\u4e00\u6837\uff0c\u60a8\u4e5f\u53ef\u4ee5\u4f7f\u7528<a href=\"https:\/\/platform.openai.com\/docs\/api-reference\/audio\/create#audio\/create-prompt\">\u63d0\u793a<\/a>\u6765\u63d0\u9ad8 Whisper API 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