{"id":27152,"date":"2025-06-24T03:23:00","date_gmt":"2025-06-23T19:23:00","guid":{"rendered":"http:\/\/139.9.1.231\/?p=27152"},"modified":"2025-07-04T16:09:13","modified_gmt":"2025-07-04T08:09:13","slug":"whisper-streaming","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2025\/06\/24\/whisper-streaming\/","title":{"rendered":"Whisper-Streaming"},"content":{"rendered":"\n

\u8bba\u6587\uff1aTurning Whisper into Real-Time Transcription System<\/a><\/em><\/strong><\/p>\n\n\n\n

code\uff1ahttps:\/\/github.com\/ufal\/whisper_streaming<\/a><\/em><\/strong><\/p>\n\n\n\n

\u8fd9\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u6700\u8fd1\u4e00\u79cd\u5148\u8fdb\u7684\u591a\u8bed\u8a00\u8bed\u97f3\u8bc6\u522b\u548c\u7ffb\u8bd1\u6a21\u578bWhisper\uff0c\u7136\u800c\uff0c\u5b83\u5e76\u975e\u8bbe\u8ba1\u7528\u4e8e\u5b9e\u65f6\u8f6c\u5f55\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5728Whisper\u57fa\u7840\u4e0a\u6784\u5efa\u4e86Whisper-Streaming\uff0c\u8fd9\u662f\u4e00\u79cd\u5b9e\u65f6\u8bed\u97f3\u8f6c\u5f55\u548c\u7ffb\u8bd1\u7684\u5b9e\u73b0\uff0c\u7c7b\u4f3c\u4e8eWhisper\u6a21\u578b\u3002Whisper-Streaming\u91c7\u7528\u672c\u5730\u534f\u8bae\u7b56\u7565\u4e0e\u81ea\u9002\u5e94\u5ef6\u8fdf\uff0c\u4ee5\u5b9e\u73b0\u6d41\u5f0f\u8f6c\u5f55\u3002\u6211\u4eec\u5c55\u793a\u4e86Whisper-Streaming\u5728\u672a\u5206\u5272\u7684\u957f\u7bc7\u8bed\u97f3\u8f6c\u5f55\u6d4b\u8bd5\u96c6\u4e0a\u5b9e\u73b0\u4e86\u9ad8\u8d28\u91cf\u548c3.3\u79d2\u7684\u5ef6\u8fdf\uff0c\u5e76\u5c55\u793a\u4e86\u5b83\u4f5c\u4e3a\u591a\u8bed\u8a00\u4f1a\u8bae\u73b0\u573a\u8f6c\u5f55\u670d\u52a1\u4e2d\u7ec4\u4ef6\u7684\u7a33\u5065\u6027\u548c\u5b9e\u7528\u6027\u3002<\/p>\n\n\n\n

Whisper-Streaming\u7684\u6838\u5fc3\u7ec4\u4ef6\u548c\u5185\u90e8\u5de5\u4f5c\u539f\u7406\u3002\u5b83\u5305\u62ec\u66f4\u65b0\u5faa\u73af\u3001\u97f3\u9891\u7f13\u51b2\u533a\u3001\u8df3\u8fc7\u97f3\u9891\u7f13\u51b2\u533a\u4e2d\u5df2\u786e\u8ba4\u7684\u8f93\u51fa\u3001\u4fee\u526a\u7f13\u51b2\u533a\u3001\u8fde\u63a5\u53e5\u95f4\u4e0a\u4e0b\u6587\uff0c\u4ee5\u53ca\u53ef\u9009\u7684\u8bed\u97f3\u6d3b\u52a8\u68c0\u6d4b\u3002<\/strong><\/p>\n\n\n\n

1. \u5c40\u90e8\u4e00\u81f4\u6027\u7b56\u7565\uff08Local Agreement Policy\uff09<\/strong><\/p>\n\n\n\n

Whisper-Streaming \u91c7\u7528\u5c40\u90e8\u4e00\u81f4\u6027\u7b56\u7565\uff0c\u901a\u8fc7\u81ea\u9002\u5e94\u5ef6\u8fdf\u6765\u5b9e\u73b0\u6d41\u5f0f\u8f6c\u5f55\u3002\u8be5\u7b56\u7565\u901a\u8fc7\u5728\u8fde\u7eed\u66f4\u65b0\u4e4b\u95f4\u5bfb\u627e\u6700\u957f\u516c\u5171\u524d\u7f00\uff0c\u786e\u4fdd\u65b0\u751f\u6210\u7684\u6587\u672c\u4e0e\u4e4b\u524d\u7684\u8f6c\u5f55\u7ed3\u679c\u4e00\u81f4\uff0c\u4ece\u800c\u63d0\u9ad8\u8f6c\u5f55\u7684\u51c6\u786e\u6027\u548c\u8fde\u8d2f\u6027\u3002 <\/p>\n\n\n\n

2. \u97f3\u9891\u7f13\u51b2\u533a\u4e0e\u4fee\u526a\u673a\u5236<\/strong><\/p>\n\n\n\n

\u7cfb\u7edf\u7ef4\u62a4\u4e00\u4e2a\u97f3\u9891\u7f13\u51b2\u533a\uff0c\u5b9e\u65f6\u63a5\u6536\u97f3\u9891\u6570\u636e\u3002\u5f53\u65b0\u7684\u97f3\u9891\u6570\u636e\u5230\u8fbe\u65f6\uff0c\u7cfb\u7edf\u4f1a\u66f4\u65b0\u7f13\u51b2\u533a\uff0c\u5e76\u6839\u636e\u9700\u8981\u4fee\u526a\u6389\u5df2\u786e\u8ba4\u7684\u90e8\u5206\uff0c\u4ee5\u817e\u51fa\u7a7a\u95f4\u5904\u7406\u65b0\u7684\u97f3\u9891\u6570\u636e\u3002\u8fd9\u79cd\u673a\u5236\u786e\u4fdd\u4e86\u7cfb\u7edf\u80fd\u591f\u5904\u7406\u957f\u65f6\u95f4\u7684\u8bed\u97f3\u8f93\u5165\uff0c\u800c\u4e0d\u4f1a\u5bfc\u81f4\u5185\u5b58\u6ea2\u51fa\u6216\u5904\u7406\u5ef6\u8fdf\u3002 <\/p>\n\n\n\n

3. \u53e5\u95f4\u4e0a\u4e0b\u6587\u8fde\u63a5<\/strong><\/p>\n\n\n\n

\u4e3a\u4e86\u63d0\u9ad8\u8f6c\u5f55\u7684\u8fde\u8d2f\u6027\uff0cWhisper-Streaming \u4f1a\u5728\u5904\u7406\u65b0\u7684\u97f3\u9891\u6bb5\u65f6\uff0c\u8003\u8651\u524d\u4e00\u4e2a\u97f3\u9891\u6bb5\u7684\u8f6c\u5f55\u7ed3\u679c\uff0c\u4ece\u800c\u4fdd\u6301\u53e5\u5b50\u4e4b\u95f4\u7684\u4e0a\u4e0b\u6587\u4e00\u81f4\u6027\u3002\u8fd9\u79cd\u4e0a\u4e0b\u6587\u8fde\u63a5\u673a\u5236\u6709\u52a9\u4e8e\u51cf\u5c11\u8f6c\u5f55\u4e2d\u7684\u65ad\u53e5\u548c\u8bed\u4e49\u4e0d\u8fde\u8d2f\u95ee\u9898\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u56fe1 \u5904\u7406\u4e09\u4e2a\u8fde\u7eed\u66f4\u65b0\u7684\u793a\u4f8b\u3002\u9ec4\u8272\u9ad8\u4eae\u6587\u672c\u662f\u201c\u63d0\u793a\u201d\uff0c\u8868\u793a\u8981\u9075\u5faa\u7684\u5148\u524d\u4e0a\u4e0b\u6587\u3002\u9ed1\u8272\u8fb9\u6846\u77e9\u5f62\u662f\u97f3\u9891\u7f13\u51b2\u533a\uff0c\u91cc\u9762\u7684\u6587\u672c\u662fWhisper\u4ece\u8be5\u58f0\u97f3\u6bb5\u751f\u6210\u7684\u8f6c\u5f55\u6587\u672c\u3002\u84dd\u8272\u5782\u76f4\u7ebf\u662f\u65f6\u95f4\u6233\uff0c\u5c06\u7f13\u51b2\u533a\u5206\u4e3a\u4e24\u90e8\u5206\uff0c\u5de6\u8fb9\u662f\u5148\u524d\u786e\u8ba4\u7684\u90e8\u5206\uff0c\u53f3\u8fb9\u662f\u672a\u786e\u8ba4\u7684\u90e8\u5206\u3002LocalAgreement-2\u7b56\u7565\uff0c\u6216\u641c\u7d22\u6700\u957f\u516c\u5171\u524d\u7f00\uff0c\u5e94\u7528\u4e8e\u672a\u786e\u8ba4\uff08\u53f3\u4fa7\uff09\u90e8\u5206\u7684\u4e24\u4e2a\u8fde\u7eed\u66f4\u65b0\u3002\u6700\u957f\u516c\u5171\u524d\u7f00\u7528\u7eff\u8272\u7a81\u51fa\u663e\u793a\uff0c\u7eff\u8272\u4e0b\u5212\u7ebf\u7a81\u51fa\u663e\u793a\u65b0\u786e\u8ba4\u7684\u8f93\u51fa\uff0c\u800c\u7eff\u8272\u865a\u7ebf\u4e0b\u5212\u7ebf\u8868\u793a\u5148\u524d\u548c\u968f\u540e\u786e\u8ba4\u7684\u8f93\u51fa\u3002\u7070\u8272\u4e0b\u5212\u7ebf\u793a\u8303\u4e86\u5728\u88ab\u5ffd\u7565\u7684\u786e\u8ba4\u90e8\u5206\u7684\u66f4\u65b0\u3002<\/strong><\/p>\n\n\n\n

\u66f4\u65b0\u5faa\u73af<\/strong> Whisper-Streaming\u7684\u4e3b\u8981\u90e8\u5206\u662f\u4e00\u4e2a\u7a0b\u5e8f\uff0c\u5229\u7528\u5faa\u73af\u63a5\u6536\u6e90\u97f3\u9891\u5757\u5e76\u89e6\u53d1\u6d41\u5f0f\u7b56\u7565\u66f4\u65b0\u3002\u53c2\u6570MinChunkSize\u63a7\u5236\u5ef6\u8fdf\u548c\u8d28\u91cf\uff0c\u5e76\u786e\u5b9a\u6bcf\u6b21\u8fed\u4ee3\u5904\u7406\u7684\u6700\u5c0f\u6301\u7eed\u65f6\u95f4\u3002\u5982\u679c\u66f4\u65b0\u8ba1\u7b97\u8d85\u8fc7MinChunkSize\uff0c\u4e0b\u4e00\u4e2a\u66f4\u65b0\u5c06\u7acb\u5373\u5728\u7d2f\u79ef\u7684\u97f3\u9891\u8f93\u5165\u4e0a\u6267\u884c\u3002\u8be5\u53c2\u6570\u5f71\u54cd\u5ef6\u8fdf\u548c\u8d28\u91cf\u3002<\/p>\n\n\n\n

\u97f3\u9891\u7f13\u51b2\u533a<\/strong> Whisper\u88ab\u8bad\u7ec3\u7528\u4e8e\u5904\u7406\u957f\u8fbe30\u79d2\u4e14\u5305\u542b\u4e00\u4e2a\u5b8c\u6574\u53e5\u5b50\u7684\u5e8f\u5217\u3002\u5b83\u63d0\u4f9b\u6807\u70b9\u548c\u5355\u8bcd\u7ea7\u522b\u7684\u65f6\u95f4\u6233\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u5728\u56fe1\u4e2d\u6709\u6240\u8bf4\u660e\u3002\u6bcf\u6b21\u66f4\u65b0\u90fd\u6d89\u53ca\u5c06\u4f20\u5165\u97f3\u9891\u5b58\u50a8\u5728\u97f3\u9891\u7f13\u51b2\u533a\u7684\u9876\u90e8\uff0c\u5e76\u7528Whisper\u5904\u7406\u6574\u4e2a\u7f13\u51b2\u533a\u3002\u6211\u4eec\u4fdd\u6301\u4e0d\u53d8\u7684\u662f\u7f13\u51b2\u533a\u59cb\u7ec8\u4ee5\u65b0\u53e5\u5b50\u5f00\u5934\uff0c\u4ee5\u4fdd\u6301Whisper\u7684\u9ad8\u8d28\u91cf\u3002LocalAgreement-2\u88ab\u5e94\u7528\u4e8e\u5f53\u524d\u548c\u5148\u524d\u7684Whisper\u8f93\u51fa\u3002\u201c\u786e\u8ba4\u8f93\u51fa\u201d\u4e2d\u6700\u540e\u4e00\u4e2a\u5355\u8bcd\u7684\u65f6\u95f4\u6233\u88ab\u4fdd\u5b58\u3002\u5728\u540e\u7eed\u66f4\u65b0\u4e2d\uff0c\u6211\u4eec\u603b\u662f\u4ece\u7f13\u51b2\u533a\u7684\u5f00\u5934\u91cd\u65b0\u5904\u7406Whisper\uff0c\u5305\u62ec\u4e0a\u4e00\u4e2a\u201c\u786e\u8ba4\u8f93\u51fa\u201d\u65f6\u95f4\u6233\u4e4b\u524d\u7684\u90e8\u5206\uff08\u5728\u56fe1\u4e2d\u4ee5\u7070\u8272\u80cc\u666f\u8868\u793a\uff09\u3002\u786e\u8ba4\u90e8\u5206\u4e2d\u8f6c\u5f55\u7684\u66f4\u6539\u88ab\u5ffd\u7565\uff0c\u56e0\u4e3a\u5b83\u4eec\u5728\u610f\u4e49\u4e0a\u5e38\u5e38\u662f\u5fae\u4e0d\u8db3\u9053\u7684\u3002<\/p>\n\n\n\n

\u8df3\u8fc7\u786e\u8ba4\u90e8\u5206<\/strong> \u5f53\u786e\u5b9a\u76f8\u5bf9\u4e8e\u5148\u524d\u66f4\u65b0\u7684\u4e0a\u4e00\u4e2a\u786e\u8ba4\u5355\u8bcd\u7684\u8f6c\u5f55\u5355\u8bcd\u4f4d\u7f6e\u65f6\uff0c\u6211\u4eec\u8003\u8651\u5230\u4e86\u7531\u4e8e\u65b0\u97f3\u9891\u5757\u5bfc\u81f4\u7684Whisper\u65f6\u95f4\u6233\u7684\u6f5c\u5728\u4e0d\u51c6\u786e\u6027\u548c\u66f4\u65b0\u3002\u5982\u679c\u4e00\u4e2a\u5355\u8bcd\u7684\u65f6\u95f4\u6233\u5728\u8ddd\u79bb\u4e0a\u4e00\u4e2a\u786e\u8ba4\u5355\u8bcd\u76841\u79d2\u95f4\u9694\u5185\uff0c\u6211\u4eec\u6bd4\u8f83\u5176\u524d\u9762\u7684n-gram\uff08\u5176\u4e2dn\u7684\u8303\u56f4\u4ece1\u52305\uff09\u4e0e\u4e0a\u4e00\u4e2a\u786e\u8ba4\u8f93\u51fa\u4e2d\u7684\u540e\u7f00\u3002\u5982\u679c\u5b83\u4eec\u5339\u914d\uff0c\u6211\u4eec\u8df3\u8fc7\u8fd9\u4e9b\u5355\u8bcd\u3002\u7136\u800c\uff0c\u8fd9\u4e2a\u89c4\u5219\u5728\u672a\u6765\u7684\u5de5\u4f5c\u4e2d\u53ef\u4ee5\u901a\u8fc7\u5305\u62ec\u8bf8\u5982\u8bbe\u7f6e\u548c\u5fae\u8c03\u5b57\u7b26\u7f16\u8f91\u8ddd\u79bb\u9608\u503c\u3001\u4fee\u526an-gram\u4e2d\u7684\u6807\u70b9\u7b26\u53f7\u548c\u5927\u5c0f\u5199\u7b49\u63aa\u65bd\u6765\u8fdb\u4e00\u6b65\u589e\u5f3a\u3002<\/p>\n\n\n\n

\u4fee\u526a\u97f3\u9891\u7f13\u51b2\u533a<\/strong> \u4e3a\u4e86\u907f\u514d\u5ef6\u8fdf\u4e2d\u4e0d\u53ef\u63a5\u53d7\u7684\u957f\u5cf0\u503c\uff0c\u97f3\u9891\u7f13\u51b2\u533a\u9650\u5236\u5728\u7ea630\u79d2\u5de6\u53f3\u3002\u5f53\u786e\u8ba4\u8f93\u51fa\u5305\u542b\u7ed3\u675f\u53e5\u6807\u70b9\u7b26\u53f7\u540e\u9762\u8ddf\u7740\u4e00\u4e2a\u5f00\u59cb\u65b0\u53e5\u5b50\u7684\u5355\u8bcd\u65f6\uff0c\u7f13\u51b2\u533a\u4f1a\u5728\u6807\u70b9\u7b26\u53f7\u7684\u65f6\u95f4\u6233\u5904\u88ab\u4fee\u526a\u3002\u4e3a\u6b64\u76ee\u7684\u4f7f\u7528\u4e86\u8bed\u8a00\u7279\u5b9a\u7684\u53e5\u5b50\u5206\u5272\u5de5\u5177\uff08\u4f8b\u5982Koehn\u7b49\u4eba\uff0c2007\uff09\uff0c\u786e\u4fdd\u7f13\u51b2\u533a\u59cb\u7ec8\u5305\u542b\u4e00\u4e2a\u5355\u53e5\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u5982\u679c\u7f13\u51b2\u533a\u957f\u5ea6\u8d85\u8fc730\u79d2\uff0c\u6211\u4eec\u4f1a\u4fdd\u7559\u7531Whisper\u6807\u8bb0\u7684\u6700\u540e\u786e\u8ba4\u7684\u6bb5\u843d\u3002<\/p>\n\n\n\n

\u8fde\u63a5\u53e5\u95f4\u4e0a\u4e0b\u6587<\/strong> Whisper\u7684\u8f6c\u5f55\u51fd\u6570\u5229\u7528\u201cprompt\u201d\u53c2\u6570\u6765\u4fdd\u6301\u6587\u6863\u5185\u7684\u4e00\u81f4\u6027\uff08\u4e00\u81f4\u7684\u98ce\u683c\u3001\u672f\u8bed\u548c\u53e5\u95f4\u5f15\u7528\uff09\u3002\u6211\u4eec\u4ece\u5148\u524d\u97f3\u9891\u7f13\u51b2\u533a\u7684\u786e\u8ba4\u8f93\u51fa\u4e2d\u63d0\u53d6\u6700\u540e200\u4e2a\u5355\u8bcd\u4f5c\u4e3a\u201cprompt\u201d\u53c2\u6570\uff0c\u5982\u56fe1\u6240\u793a\uff08\u9ec4\u8272\u80cc\u666f\u6587\u672c\uff09\u3002<\/p>\n\n\n\n

\u8bed\u97f3\u6d3b\u52a8\u68c0\u6d4b<\/strong> \u6709\u4e00\u4e2a\u53c2\u6570\u7528\u4e8e\u6fc0\u6d3b\u6216\u505c\u7528Whisper\u7684\u9ed8\u8ba4\u8bed\u97f3\u6d3b\u52a8\u68c0\u6d4b\uff08VAD\uff09\u8fc7\u6ee4\u5668\uff0c\u5f71\u54cd\u8d28\u91cf\u548c\u5ef6\u8fdf\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u8bba\u6587\uff1aTurning Whisper into Real-Time Transcription System … \u7ee7\u7eed\u9605\u8bfbWhisper-Streaming<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4,9,38,34],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/27152"}],"collection":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/comments?post=27152"}],"version-history":[{"count":11,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/27152\/revisions"}],"predecessor-version":[{"id":27430,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/27152\/revisions\/27430"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=27152"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=27152"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=27152"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}