{"id":30160,"date":"2026-02-25T20:54:00","date_gmt":"2026-02-25T12:54:00","guid":{"rendered":"http:\/\/139.9.1.231\/?p=30160"},"modified":"2026-02-25T15:55:12","modified_gmt":"2026-02-25T07:55:12","slug":"vibevoice-asr","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2026\/02\/25\/vibevoice-asr\/","title":{"rendered":"VibeVoice-ASR\uff1a\u5fae\u8f6f\u591a\u4efb\u52a1\u8bed\u97f3\u8bc6\u522b\u6a21\u578b"},"content":{"rendered":"\n<ul class=\"has-light-pink-background-color has-background\"><li><strong><em data-imt-p=\"1\">github\uff1a<a href=\"https:\/\/github.com\/microsoft\/VibeVoice\">https:\/\/github.com\/microsoft\/VibeVoice<\/a><\/em><\/strong><\/li><li><strong><em>paper\uff1a<a href=\"https:\/\/www.arxiv.org\/pdf\/2601.18184\">https:\/\/www.arxiv.org\/pdf\/2601.18184<\/a><\/em><\/strong><\/li><li><strong><em>demo\uff1a<\/em><\/strong><a href=\"https:\/\/aka.ms\/VibeVoice-ASR\"><strong><em>https:\/\/aka.ms\/VibeVoice-ASR<\/em><\/strong><\/a><\/li><\/ul>\n\n\n\n\n\n<h2><strong>\u6982\u8ff0<\/strong><\/h2>\n\n\n\n<p><strong>VibeVoice-ASR <\/strong>\u662f\u5fae\u8f6f\u5f00\u6e90\u768490\u4ebf\u53c2\u6570\u7edf\u4e00\u8bed\u97f3\u8bc6\u522b\u6a21\u578b\uff0c\u57fa\u4e8eQwen2 Decoder\u67b6\u6784\uff0c\u91c7\u752864K token\u8d85\u957f\u4e0a\u4e0b\u6587\u7a97\u53e3\u4e0e7.5 Hz\u8d85\u4f4e\u5e27\u7387\u8bed\u97f3\u5206\u8bcd\u6280\u672f\uff0c\u5b9e\u73b0\u4e86<strong>ASR<\/strong>\uff08\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\uff09\u3001<strong>\u8bf4\u8bdd\u4eba\u5206\u79bb<\/strong>\uff08Diarization\uff09\u548c<strong>\u65f6\u95f4\u6233\u6807\u6ce8<\/strong>\uff08Timestamping\uff09\u4e09\u5927\u4efb\u52a1\u7684\u7aef\u5230\u7aef\u8054\u5408\u5efa\u6a21\u3002\u8be5\u6a21\u578b\u652f\u6301\u4e2d\u82f1\u53cc\u8bed\uff0c\u53ef\u5355\u6b21\u5904\u7406\u957f\u8fbe60\u5206\u949f\u7684\u8fde\u7eed\u97f3\u9891\uff0c\u8f93\u51fa&#8221;Who-When-What&#8221;\u7ed3\u6784\u5316\u8f6c\u5f55\u7ed3\u679c\uff0c\u5e76\u901a\u8fc7\u81ea\u5b9a\u4e49\u70ed\u8bcd\u529f\u80fd\u9002\u914d\u533b\u7597\u3001\u6cd5\u5f8b\u7b49\u4e13\u4e1a\u9886\u57df<\/p>\n\n\n\n<p>\ud83d\udd52 <strong>60 \u5206\u949f\u5355\u6b21\u5904\u7406<\/strong>\uff1a<br>\u4e0d\u540c\u4e8e\u4f20\u7edf ASR \u6a21\u578b\u9700\u8981\u5c06\u97f3\u9891\u5207\u5206\u4e3a\u591a\u4e2a\u77ed\u7247\u6bb5\uff08\u8fd9\u901a\u5e38\u4f1a\u5bfc\u81f4\u5168\u5c40\u4e0a\u4e0b\u6587\u4e22\u5931\uff09\uff0cVibeVoice ASR \u5728 <strong>64K token \u957f\u5ea6\u9650\u5236\u5185<\/strong> \u53ef\u76f4\u63a5\u63a5\u6536\u6700\u957f <strong>60 \u5206\u949f\u7684\u8fde\u7eed\u97f3\u9891\u8f93\u5165<\/strong>\uff0c\u4ece\u800c\u5728\u6574\u6bb5\u97f3\u9891\u8303\u56f4\u5185\u4fdd\u6301<strong>\u8bf4\u8bdd\u4eba\u4e00\u81f4\u6027<\/strong>\u548c<strong>\u8bed\u4e49\u8fde\u8d2f\u6027<\/strong>\u3002<\/p>\n\n\n\n<p>\ud83d\udc64 <strong>\u81ea\u5b9a\u4e49\u70ed\u8bcd\uff08Customized Hotwords\uff09<\/strong>\uff1a<br>\u7528\u6237\u53ef\u4ee5\u63d0\u4f9b\u81ea\u5b9a\u4e49\u70ed\u8bcd\uff08\u4f8b\u5982\u4eba\u540d\u3001\u4e13\u4e1a\u672f\u8bed\u6216\u80cc\u666f\u4fe1\u606f\uff09\u6765\u5f15\u5bfc\u8bc6\u522b\u8fc7\u7a0b\uff0c\u663e\u8457\u63d0\u5347<strong>\u7279\u5b9a\u9886\u57df\u5185\u5bb9<\/strong>\u7684\u8bc6\u522b\u51c6\u786e\u7387\u3002<\/p>\n\n\n\n<p>\ud83d\udcdd <strong>\u4e30\u5bcc\u7684\u7ed3\u6784\u5316\u8f6c\u5199\uff08Who \/ When \/ What\uff09<\/strong>\uff1a<br>\u6a21\u578b\u8054\u5408\u5b8c\u6210 <strong>\u8bed\u97f3\u8bc6\u522b\uff08ASR\uff09<\/strong>\u3001<strong>\u8bf4\u8bdd\u4eba\u5206\u79bb\uff08Diarization\uff09<\/strong> \u548c <strong>\u65f6\u95f4\u6233\u6807\u6ce8\uff08Timestamping\uff09<\/strong>\uff0c\u8f93\u51fa\u7ed3\u6784\u5316\u7ed3\u679c\uff0c\u6e05\u6670\u6807\u6ce8<strong>\u662f\u8c01\u5728\u4ec0\u4e48\u65f6\u95f4\u8bf4\u4e86\u4ec0\u4e48\u5185\u5bb9<\/strong>\u3002<\/p>\n\n\n\n<p>\u5f53\u524d\u4e3b\u6d41\u7684\u957f\u97f3\u9891\u5904\u7406\u65b9\u6cd5\u91c7\u7528<strong>\u7ea7\u8054\u6d41\u6c34\u7ebf\u67b6\u6784<\/strong>\uff0c\u5c06\u8fde\u7eed\u8bed\u97f3\u5207\u5206\u4e3a\u77ed\u7247\u6bb5\uff08\u901a\u5e38\u5c0f\u4e8e 30 \u79d2\uff09\u8fdb\u884c\u72ec\u7acb\u5904\u7406,\u5c3d\u7ba1\u8fd9\u79cd \u201c\u5206\u800c\u6cbb\u4e4b\u201d \u7684\u7b56\u7565\u5177\u5907\u5b9e\u7528\u6027\uff0c\u4f46\u5b58\u5728\u4e24\u4e2a<strong>\u6839\u672c\u6027\u7f3a\u9677<\/strong>\uff1a<strong>\u4e0a\u4e0b\u6587\u788e\u7247\u5316<\/strong>\u4e0e<strong>\u6d41\u6c34\u7ebf\u590d\u6742\u5ea6<\/strong>\u3002\u9996\u5148\uff0c\u7247\u6bb5\u72ec\u7acb\u5904\u7406\u4f1a\u5207\u65ad\u5168\u5c40\u8bed\u4e49\u4f9d\u8d56\uff0c\u4f7f\u6a21\u578b\u4e22\u5931\u8de8\u8bed\u53e5\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u8fd9\u5bf9\u4e8e\u6d88\u9664\u540c\u97f3\u8bcd\u6b67\u4e49\u3001\u89e3\u51b3\u957f\u5bf9\u8bdd\u4e2d\u7684\u6307\u4ee3\u6d88\u89e3\u95ee\u9898\u662f\u81f4\u547d\u7684\u3002\u5176\u6b21\uff0c\u4f20\u7edf\u7cfb\u7edf\u5c06<strong>\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\uff08ASR\uff09<\/strong>\u3001<strong>\u8bf4\u8bdd\u4eba\u5206\u8f68\uff08Diarization\uff09\u548c\u65f6\u95f4\u6233\u6807\u6ce8<\/strong>\u89c6\u4e3a\u76f8\u4e92\u72ec\u7acb\u7684\u4efb\u52a1\uff0c\u7531\u4e92\u4e0d\u76f8\u5173\u7684\u6a21\u578b\u5206\u522b\u5904\u7406\u3002\u8c03\u548c\u5176\u8f93\u51fa\u5f80\u5f80\u9700\u8981\u590d\u6742\u7684\u542f\u53d1\u5f0f\u89c4\u5219\uff0c\u8fdb\u800c\u5bfc\u81f4<strong>\u9519\u8bef\u4f20\u64ad<\/strong>\uff1a\u4e00\u65e6\u5206\u6bb5\u6216\u8bf4\u8bdd\u4eba\u5206\u8f68\u51fa\u73b0\u9519\u8bef\uff0c\u5c31\u4f1a\u6c61\u67d3\u6700\u7ec8\u8f6c\u5f55\u7ed3\u679c\u3002 \u4e3a\u5f25\u8865\u8fd9\u4e00\u5dee\u8ddd\uff0c\u6211\u4eec\u63d0\u51fa <strong>VIBEVOICE-ASR<\/strong>\uff0c\u4e00\u4e2a\u9762\u5411<strong>\u9ad8\u4fdd\u771f\u957f\u8bed\u97f3\u7406\u89e3<\/strong>\u7684\u7edf\u4e00\u901a\u7528\u6846\u67b6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"849\" height=\"567\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-37.png\" alt=\"\" class=\"wp-image-30589\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-37.png 849w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-37-300x200.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-37-768x513.png 768w\" sizes=\"(max-width: 849px) 100vw, 849px\" \/><\/figure>\n\n\n\n<h2>Method<\/h2>\n\n\n\n<h3>\u6a21\u578b<\/h3>\n\n\n\n<p>VibeVoice-ASR\u91c7\u7528\u58f0\u5b66-\u8bed\u4e49\u53cc\u7f16\u7801\u5668\u67b6\u6784\uff1a<\/p>\n\n\n\n<ul><li>\u58f0\u5b66\u7f16\u7801\u5668\uff1a\u57fa\u4e8eVAE\u7ed3\u6784\uff0c\u5c0616kHz\u97f3\u9891\u538b\u7f29\u4e3a7.5 Hz\u79bb\u6563token\uff08\u7801\u672c\u5927\u5c0f8K\uff09\uff0c\u6355\u6349\u97f3\u8272\u3001\u8bed\u8c03\u7b49\u58f0\u5b66\u7ec6\u8282<\/li><li>\u8bed\u4e49\u7f16\u7801\u5668\uff1a\u7c7b\u4f3cHuBERT\u67b6\u6784\uff0c\u63d0\u53d6\u8bed\u97f3\u7684\u8bed\u4e49\u8868\u793a\uff0c\u786e\u4fdd\u5185\u5bb9\u7406\u89e3\u51c6\u786e\u6027<\/li><\/ul>\n\n\n\n<p>\u53cc\u7f16\u7801\u5668\u7279\u5f81\u878d\u5408\u540e\uff0c\u901a\u8fc7\u58f0\u5b66\u8fde\u63a5\u5668\uff08Acoustic Connector\uff09\u6620\u5c04\u81f3LLM\u8bed\u4e49\u7a7a\u95f4\uff0c\u5b9e\u73b0\u58f0\u5b66\u4fe1\u606f\u4e0e\u8bed\u8a00\u77e5\u8bc6\u7684\u6df1\u5ea6\u8026\u5408\u3002<\/p>\n\n\n\n<p>\u4f20\u7edf\u6885\u5c14\u9891\u8c31\u4ee550 Hz\u5e27\u7387\u63d0\u53d6\u7279\u5f81\uff0c1\u5c0f\u65f6\u97f3\u9891\u4ea7\u751f18\u4e07\u5e27\uff0c\u8d85\u51faTransformer\u5904\u7406\u80fd\u529b\u3002VibeVoice\u521b\u65b0\u6027\u5730\u91c7\u75287.5 Hz\u5e27\u7387\uff0c\u538b\u7f29\u6bd4\u9ad8\u8fbe2133:1\uff0c\u5c06\u957f\u97f3\u9891\u8f6c\u5316\u4e3aLLM\u53ef\u5904\u7406\u7684token\u5e8f\u5217\u3002\u8fd9\u79cd\u8d85\u4f4e\u5e27\u7387\u8bbe\u8ba1\u4e0d\u4ec5\u89e3\u51b3\u957f\u5ea6\u74f6\u9888\uff0c\u66f4\u901a\u8fc7\u8fde\u7eed\u8bed\u97f3\u5206\u8bcd\u5668\u4fdd\u7559\u97f5\u5f8b\u4e0e\u8bed\u6c14\u4fe1\u606f\uff0c\u4e3a\u540e\u7eedTTS\u4efb\u52a1\u63d0\u4f9b\u7edf\u4e00\u8868\u5f81\u57fa\u7840\u3002<\/p>\n\n\n\n<p>\u8fd9\u79cd<strong>\u8d85\u4f4e\u5e27\u7387<\/strong>\u81f3\u5173\u91cd\u8981\uff0c\u4e00\u5c0f\u65f6\u8fde\u7eed\u97f3\u9891\u53ef\u6362\u7b97\u4e3a\uff1a3600&nbsp;\u79d2\u00d77.5&nbsp;token\/\u79d2=27000&nbsp;\u4e2a&nbsp;token\u8fd9\u4e00\u957f\u5ea6\u53ef\u4ee5\u8f7b\u677e\u653e\u5165\u73b0\u4ee3\u5927\u8bed\u8a00\u6a21\u578b\u7684<strong>\u5355\u904d\u4e0a\u4e0b\u6587\u7a97\u53e3<\/strong>\u4e2d\u3002<\/p>\n\n\n\n<p><strong>\u5927\u8bed\u8a00\u6a21\u578b\u4e3b\u5e72<\/strong>\uff08 Qwen 2.5-7B\uff09\u5904\u7406\uff0c\u81ea\u56de\u5f52\u5730\u751f\u6210\u76ee\u6807\u5e8f\u5217\u3002<\/p>\n\n\n\n<h3>Pre-training<\/h3>\n\n\n\n<p>\u9884\u8bad\u7ec3\u6570\u636e\u82f1\u6587\u5360\u6bd4\u6700\u9ad866%\uff0c\u4e2d\u6587\u5360\u6bd4 14%\uff0c\u8986\u76d6\u4e86 50 \u4f59\u79cd\u8bed\u8a00\u3002\u8be5\u6d41\u6c34\u7ebf\u5305\u542b\u4e09\u4e2a\u9636\u6bb5\uff1a<strong>\u5206\u6bb5\u4e0e\u8f6c\u5f55<\/strong>\u3001<strong>\u8bf4\u8bdd\u4eba\u5206\u8f68<\/strong>\u4ee5\u53ca<strong>\u8d28\u91cf\u8fc7\u6ee4<\/strong>\u3002<\/p>\n\n\n\n<p>\u9996\u5148\uff0c\u5229\u7528 Silero \u8bed\u97f3\u6d3b\u52a8\u68c0\u6d4b\uff08VAD\uff09\u5c06\u957f\u5f55\u97f3\u5207\u5206\u4e3a\u6700\u957f 30 \u79d2\u7684\u7247\u6bb5\uff0c\u518d\u4f7f\u7528 Whisper-large-v3-turbo \u8fdb\u884c\u8f6c\u5f55\uff0c\u5f97\u5230\u5e26\u6807\u70b9\u7684\u6587\u672c\u4e0e\u8bcd\u7ea7\u65f6\u95f4\u6233\uff1b\u901a\u8fc7\u5728\u6807\u70b9\u7ed3\u675f\u65f6\u95f4\u6233\uff08\u5982\u53e5\u53f7\u3001\u95ee\u53f7\u3001\u611f\u53f9\u53f7\uff09\u5904\u8fdb\u884c\u5207\u5206\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u5206\u6bb5\u8fb9\u754c\uff0c\u4f7f\u5176\u4e0e\u8bf4\u8bdd\u4eba\u8f6e\u6b21\u66f4\u597d\u5bf9\u9f50\u3002 \u968f\u540e\uff0c\u4f7f\u7528 WeSpeaker \u5de5\u5177\u5305 \u4e2d\u7684 vblinkp \u6a21\u578b\u6267\u884c\u8bf4\u8bdd\u4eba\u5206\u8f68\uff1a\u4ece\u91cd\u53e0\u5e27\uff08\u7a97\u53e3 1.5 \u79d2\uff0c\u6b65\u957f 0.75 \u79d2\uff09\u4e2d\u63d0\u53d6\u8bf4\u8bdd\u4eba\u5d4c\u5165\uff0c\u4f7f\u7528 HDBSCAN\u8fdb\u884c\u805a\u7c7b\uff0c\u5e76\u5c06\u8d28\u5fc3\u4f59\u5f26\u76f8\u4f3c\u5ea6\u5927\u4e8e 0.67 \u7684\u7c07\u8fdb\u884c\u5408\u5e76\u4f18\u5316\uff0c\u5f97\u5230\u6700\u7ec8\u7684\u8bf4\u8bdd\u4eba\u8f6e\u6b21\u6807\u6ce8\u3002 <\/p>\n\n\n\n<p>\u6700\u540e\uff0c\u4e3a\u4fdd\u8bc1\u6807\u6ce8\u53ef\u9760\u6027\uff0c\u6211\u4eec\u4f7f\u7528\u53e6\u4e00\u5957 ASR \u6a21\u578b \u5bf9\u7247\u6bb5\u91cd\u65b0\u8f6c\u5f55\uff1b\u82e5\u8d85\u8fc7 30% \u7684\u7247\u6bb5\u8bcd\u9519\u8bef\u7387\uff08WER\uff09\u9ad8\u4e8e 20%\uff0c\u6216\u8bed\u97f3\u65f6\u957f\u5360\u603b\u65f6\u957f\u4e0d\u8db3 60%\uff0c\u5219\u5c06\u8be5\u6761\u5f55\u97f3\u4e22\u5f03\u3002 \u4e3a\u9a8c\u8bc1\u6570\u636e\u5904\u7406\u6d41\u6c34\u7ebf\u7684\u6709\u6548\u6027\uff0c\u6211\u4eec\u5c06\u5176\u4e0e\u4e24\u79cd\u5e7f\u6cdb\u4f7f\u7528\u7684\u97f3\u9891\u5904\u7406\u6d41\u6c34\u7ebf WhisperX\u548c Emilia \u8fdb\u884c\u4e86\u5bf9\u6bd4\u5b9e\u9a8c\u3002\u5b9e\u9a8c\u5728\u4e09\u4e2a\u5e38\u7528\u7684\u516c\u5f00\u591a\u4eba\u4f1a\u8bae\u6570\u636e\u96c6\u4e0a\u5f00\u5c55\uff1aAMI \u3001AliMeeting \u548c AISHELL-4 \uff0c\u5e76\u540c\u65f6\u62a5\u544a<strong>\u8bf4\u8bdd\u4eba\u5206\u8f68\u9519\u8bef\u7387\uff08DER\uff09\u4e0e\u5206\u8f68\u4e0d\u53d8\u8bcd\u9519\u8bef\u7387\uff08WER\uff09<\/strong>\u3002\u4e3a\u4fdd\u8bc1\u516c\u5e73\u5bf9\u6bd4\uff0c\u6211\u4eec\u5173\u95ed\u4e86 Emilia \u4e2d\u7684\u6570\u636e\u8fc7\u6ee4\u6a21\u5757\uff0c\u56e0\u5176\u9ed8\u8ba4\u914d\u7f6e\u4f1a\u5254\u9664\u5927\u91cf\u97f3\u9891\u6837\u672c\u3002<\/p>\n\n\n\n<p> \u5982\u8868 1 \u6240\u793a\uff0c\u5728\u5927\u591a\u6570\u6d4b\u8bd5\u6570\u636e\u96c6\u4e0a\uff0c\u672c\u6587\u63d0\u51fa\u7684\u6570\u636e\u6d41\u6c34\u7ebf\u76f8\u6bd4\u4e24\u4e2a\u57fa\u7ebf\u7cfb\u7edf\u5747\u80fd<strong>\u6301\u7eed\u83b7\u5f97\u66f4\u4f4e\u7684 DER \u4e0e WER<\/strong>\u3002\u7ed3\u679c\u8868\u660e\uff0c\u5728\u4e0d\u540c\u58f0\u5b66\u73af\u5883\u4e0b\uff0c\u6211\u4eec\u7684\u6d41\u6c34\u7ebf\u5728\u5206\u6bb5\u3001\u8bf4\u8bdd\u4eba\u5206\u8f68\u4e0e\u8f6c\u5f55\u4efb\u52a1\u4e0a\u5747\u5177\u5907\u66f4\u7a33\u5065\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"736\" height=\"181\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-39.png\" alt=\"\" class=\"wp-image-30646\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-39.png 736w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-39-300x74.png 300w\" sizes=\"(max-width: 736px) 100vw, 736px\" \/><\/figure>\n\n\n\n<p>\u5bf9\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8f93\u5165\u5e8f\u5217\u957f\u5ea6\u91c7\u7528\u4e86<strong>\u8bfe\u7a0b\u5b66\u4e60\u7b56\u7565<\/strong>\uff0c\u4ece 8192 \u4e2a Token \u9010\u6b65\u589e\u52a0\u5230 65536 \u4e2a Token\u3002<\/p>\n\n\n\n<h3>SFT<\/h3>\n\n\n\n<p>\u6784\u5efa\u4e86<strong>\u56db\u7c7b\u9ad8\u8d28\u91cf\u6570\u636e<\/strong>\u8fdb\u884c\u5fae\u8c03\uff1a<\/p>\n\n\n\n<ol><li><strong>\u6807\u51c6\u8bed\u97f3\u4e0e\u97f3\u4e50\u6570\u636e\u96c6<\/strong>\uff1a\u63d0\u5347\u591a\u8bf4\u8bdd\u4eba\u8bc6\u522b\u4e0e\u97f3\u4e50\u573a\u666f\u9c81\u68d2\u6027\uff1b<\/li><li><strong>\u4e0a\u4e0b\u6587\u611f\u77e5\u5408\u6210\u6570\u636e<\/strong>\uff1a\u7528 GPT\u20115 \u751f\u6210\u5e26\u4e0a\u4e0b\u6587\u63d0\u793a\u7684\u4e2d\u82f1\u6df7\u6d41\u5bf9\u8bdd\u811a\u672c\uff0c\u518d\u901a\u8fc7 VIBEVOICE \u5408\u6210\u7ea6 6000 \u5c0f\u65f6\u9ad8\u8d28\u91cf\u97f3\u9891\uff1b<\/li><li><strong>\u957f\u8bed\u97f3\u4fee\u590d\u6570\u636e<\/strong>\uff1a\u7528 GPT\u20115 \u5bf9\u788e\u7247\u5316\u8f6c\u5f55\u505a\u5168\u5c40\u8bed\u4e49\u6821\u6b63\uff0c\u5e76\u6807\u6ce8\u975e\u8bed\u97f3\u7247\u6bb5\u4ee5\u6291\u5236\u5e7b\u89c9\uff1b<\/li><li>\u6700\u540e\u6309 <strong>0.5: 0.1: 0.1: 0.3<\/strong> \u7684\u6bd4\u4f8b\u6df7\u5408\u8bad\u7ec3\uff0c\u8ba9\u6a21\u578b\u5728<strong>\u5e38\u89c4\u8bc6\u522b\u3001\u97f3\u4e50\u3001\u4e0a\u4e0b\u6587\u611f\u77e5\u3001\u957f\u8bed\u97f3\u7406\u89e3<\/strong>\u4e0a\u80fd\u529b\u66f4\u5747\u8861\u3002<\/li><\/ol>\n\n\n\n<h3><strong>\u6d41\u5f0f\u5904\u7406\u4e0e\u5185\u5b58\u4f18\u5316<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>\u901a\u8fc7VibeVoiceTokenizerStreamingCache\u7f13\u5b58\u673a\u5236\uff0c\u6a21\u578b\u5728\u5904\u7406\u8d85\u957f\u97f3\u9891\u65f6\u91c7\u7528\u5206\u5757\u7f16\u7801\u7b56\u7565\uff1a\u5c0660\u5206\u949f\u97f3\u9891\u5207\u5206\u4e3a60\u79d2\u5757\u6d41\u5f0f\u5904\u7406\uff0c\u7f13\u5b58\u5377\u79ef\u5c42\u72b6\u6001\uff0c\u6700\u7ec8\u7edf\u4e00\u91c7\u6837\u786e\u4fdd\u5757\u95f4\u4e00\u81f4\u6027\u3002\u914d\u5408FlashAttention-2\u6280\u672f\uff0c\u5185\u5b58\u590d\u6742\u5ea6\u4eceO(N\u00b2)\u964d\u81f3O(N)\uff0c\u4f7f\u5f9790\u4ebf\u53c2\u6570\u6a21\u578b\u53ef\u5728\u5355\u536124GB\u663e\u5b58\u73af\u5883\u4e0b\u8fd0\u884c\u3002<\/p>\n\n\n\n<h2>\u7ed3\u679c<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"473\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-40-1024x473.png\" alt=\"\" class=\"wp-image-30651\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-40-1024x473.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-40-300x139.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-40-768x355.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-40.png 1045w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5728\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u96c6\u4e0a\uff0c<strong>VIBEVOICE\u2011ASR<\/strong> \u5728 DER \u548c tcpWER \u6307\u6807\u4e0a\u5747\u6301\u7eed\u4f18\u4e8e Gemini\u20112.5\u2011Pro \u4e0e Gemini\u20113\u2011Pro\uff0c\u8868\u660e\u5176\u8bf4\u8bdd\u4eba\u5efa\u6a21\u80fd\u529b\u66f4\u5f3a\u3001\u8bf4\u8bdd\u4eba\u8f6e\u6b21\u65f6\u95f4\u5bf9\u9f50\u7cbe\u5ea6\u66f4\u9ad8\u3002 \u5728\u66f4\u76f4\u63a5\u53cd\u6620\u6a21\u578b\u8bf4\u8bdd\u4eba\u4e00\u81f4\u6027\u4fdd\u6301\u80fd\u529b\u7684 cpWER \u6307\u6807\u4e0a\uff0c\u6211\u4eec\u7684\u6a21\u578b\u5728 <strong>16 \u4e2a\u8bc4\u6d4b\u914d\u7f6e\u4e2d\u7684 11 \u4e2a<\/strong>\u53d6\u5f97\u6700\u4f18\u6027\u80fd\uff0c\u663e\u8457\u4f18\u4e8e\u4e24\u4e2a Gemini \u7248\u672c\uff0c\u8bf4\u660e\u5728\u591a\u8bf4\u8bdd\u4eba\u573a\u666f\u4e0b\u8bf4\u8bdd\u4eba\u533a\u5206\u6548\u679c\u66f4\u53ef\u9760\u3002 \u5728 WER \u65b9\u9762\uff0c\u6211\u4eec\u7684\u6a21\u578b\u5728 <strong>16 \u4e2a\u914d\u7f6e\u4e2d\u7684 8 \u4e2a<\/strong>\u53d6\u5f97\u6700\u4f4e\u9519\u8bef\u7387\uff0c\u5728\u5176\u4f59\u6570\u636e\u96c6\u4e0a\u4ec5\u51fa\u73b0\u5c0f\u5e45\u4e0b\u964d\u3002<\/p>\n\n\n\n<h3>Limitations<\/h3>\n\n\n\n<p><strong>\u76d1\u7763\u5fae\u8c03\u4e2d\u7684\u591a\u8bed\u8a00\u9057\u5fd8<\/strong>\uff1a\u867d\u7136\u9884\u8bad\u7ec3\u8986\u76d6\u4e86 50 \u4f59\u79cd\u8bed\u8a00\uff0c\u4f46\u76d1\u7763\u5fae\u8c03\u9636\u6bb5\u4e3b\u8981\u805a\u7126\u4e8e\u82f1\u8bed\u3001\u4e2d\u6587\u53ca\u8bed\u7801\u5207\u6362\u6570\u636e\u3002\u56e0\u6b64\uff0c\u5bf9\u4e8e\u672a\u51fa\u73b0\u5728\u6307\u4ee4\u5fae\u8c03\u4e2d\u7684\u4f4e\u8d44\u6e90\u8bed\u8a00\uff0c\u6a21\u578b\u6027\u80fd\u53ef\u80fd\u51fa\u73b0\u4e0b\u964d\u3002<\/p>\n\n\n\n<p><strong>\u91cd\u53e0\u8bed\u97f3\u95ee\u9898<\/strong>\uff1a\u5f53\u524d\u67b6\u6784\u751f\u6210\u5e8f\u5217\u5316\u8f93\u51fa\u6d41\uff0c\u5e76\u672a\u663e\u5f0f\u5904\u7406<strong>\u91cd\u53e0\u8bed\u97f3<\/strong>\uff08\u5373 \u201c\u9e21\u5c3e\u9152\u4f1a\u95ee\u9898\u201d\uff09\u3002\u5728\u591a\u4eba\u540c\u65f6\u8bf4\u8bdd\u7684\u573a\u666f\u4e2d\uff0c\u6a21\u578b\u503e\u5411\u4e8e\u8f6c\u5f55\u4e3b\u8981\u8bf4\u8bdd\u4eba\u5185\u5bb9\uff0c\u53ef\u80fd\u4e22\u5931\u6b21\u8981\u4fe1\u606f\u3002\u672a\u6765\u7248\u672c\u5c06\u63a2\u7d22<strong>\u5e26\u8bed\u97f3\u5206\u79bb\u611f\u77e5\u7684\u5efa\u6a21\u65b9\u5f0f<\/strong>\u6765\u5e94\u5bf9\u8fd9\u4e00\u6311\u6218\u3002<\/p>\n\n\n\n<h2>\u5bf9\u6a21\u578b\u8bbe\u8ba1\u548c\u6570\u636e\u7684\u601d\u8003<\/h2>\n\n\n\n<h3>\u591a\u4efb\u52a1\u7684\u6a21\u578b\u8bbe\u8ba1<\/h3>\n\n\n\n<p>\u867d\u7136\u6a21\u578b\u547d\u540d\u4e3aVibeVoice-ASR\uff0c\u4f46\u5b83\u5e76\u975e\u5355\u7eaf\u7684\u8bed\u97f3\u8f6c\u6587\u5b57\u6a21\u578b\u3002VibeVoice-ASR\u96c6\u6210\u4e86\u8bf4\u8bdd\u4eba\u65e5\u5fd7\u3001\u65f6\u95f4\u6233\u4ee5\u53ca\u90e8\u5206\u58f0\u97f3\u4e8b\u4ef6\u68c0\u6d4b\u529f\u80fd\u3002<\/p>\n\n\n\n<p>\u8fd9\u6837\u7684\u591a\u4efb\u52a1\u8bbe\u8ba1\u7b26\u5408\u5927\u6a21\u578b\u65f6\u4ee3\u7684\u6280\u672f\u8d8b\u52bf\uff0c\u4e5f\u5951\u5408\u672a\u6765\u7684\u7528\u6237\u9700\u6c42\u3002\u5982\u4eca\uff0c\u4ec5\u5b9e\u73b0\u8bed\u97f3\u8f6c\u5f55\u5df2\u8fdc\u8fdc\u4e0d\u591f\u3002\u65e0\u8bba\u662f\u5e95\u5c42\u6a21\u578b\u8fd8\u662f\u4e0a\u5c42\u5e94\u7528\uff0c\u4e43\u81f3\u7528\u6237\u5bf9\u667a\u80fd\u4f53\u9a8c\u65e5\u76ca\u63d0\u5347\u7684\u671f\u5f85\uff0c\u90fd\u8981\u6c42\u6211\u4eec\u4ece\u8bed\u97f3\u6570\u636e\u4e2d\u63d0\u53d6\u66f4\u4e30\u5bcc\u7684\u4fe1\u606f\u3002<strong>\u7528\u6237\u5bf9\u4ea7\u54c1\u7684\u8ffd\u6c42\u4e0d\u518d\u505c\u7559\u5728\u57fa\u7840\u529f\u80fd\uff0c\u800c\u66f4\u591a\u5730\u8f6c\u5411\u60c5\u611f\u4ef7\u503c\u4e0e\u7c7b\u4eba\u4f53\u9a8c\u3002<\/strong><\/p>\n\n\n\n<h3>\u5173\u6ce8\u58f0\u97f3\u7279\u6027<\/h3>\n\n\n\n<p>\u58f0\u97f3\u5728\u673a\u5668\u7406\u89e3\u7528\u6237\u65b9\u9762\u7684\u4ef7\u503c\u88ab\u4e25\u91cd\u4f4e\u4f30\u4e86\u3002<strong>\u7406\u89e3\u58f0\u97f3\uff0c\u662f\u901a\u5f80\u201c\u4e16\u754c\u6a21\u578b\u201d\u3001\u7406\u89e3\u4e16\u754c\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u73af\u3002<\/strong><\/p>\n\n\n\n<p>\u9057\u61be\u7684\u662f\uff0c\u76ee\u524d\u9664\u4e86Gemini\uff0c\u6211\u8fd8\u6ca1\u770b\u5230\u80fd\u4e0e\u4e4b\u6bd4\u80a9\u7684\u7cfb\u7edf\u3002\u6211\u4e5f\u8ba4\u4e3a\u8fd9\u662f\u8c37\u6b4c\u5e03\u5c40\u672a\u6765\u91cd\u8981\u7684\u4e00\u6b65\u3002\uff08\u4e0d\u5f97\u4e0d\u63d0\u4e00\u53e5\uff0c\u81f3\u4e8e\u90a3\u4e9b\u53f7\u79f0\u8d85\u8d8a\u7684\uff0c\u6216\u8bb8\u5728\u67d0\u4e9b\u6d4b\u8bd5\u96c6\u548c\u6307\u6807\u4e0a\u80fd\u5b9e\u73b0\u8d85\u8d8a\uff0c\u8fd9\u4e00\u70b9\u6211\u5e76\u4e0d\u5426\u8ba4\u3002\uff09<\/p>\n\n\n\n<p>VibeVoice-ASR\u6a21\u578b\u5176\u5b9e\u8ba9\u6211\u6709\u6240\u671f\u5f85\u3002\u81f3\u5c11\uff0c\u5b83\u662f<strong>\u5f00\u6e90\u6a21\u578b\u4e2d\u660e\u786e\u5bf9\u58f0\u7eb9\u8fdb\u884c\u5efa\u6a21<\/strong>\u7684<strong><em>\uff08\u53e6\u5916\u8fd8\u6709\u963f\u91cc\u7684 <a rel=\"noreferrer noopener\" href=\"https:\/\/arxiv.org\/pdf\/2508.06372\" target=\"_blank\">SpeakerLM <\/a>\uff0c\u4e5f\u662f\u5bf9\u58f0\u7eb9\u8fdb\u884c\u5efa\u6a21\u8bc6\u522b\uff09<\/em><\/strong>\uff0c\u5e76\u4e14\u5728\u6211\u771f\u5b9e\u6d4b\u8bd5\u96c6\uff08\u5bb6\u5ead\u5f55\u97f3\uff0c\u5305\u62ec\u7537\u6027\u3001\u5973\u6027\u3001\u513f\u7ae5\uff09\u4e2d\uff0c\u5728\u533a\u5206\u5ea6\u8f83\u5927\u7684\u573a\u666f\u4e0b\u662f\u53ef\u7528\u7684\u3002<\/p>\n\n\n\n<ul><li>\u201c\u5efa\u6a21\u58f0\u7eb9\u5f88\u96be\u5417\uff1f\u201d\u201c\u662f\u7684\u3002\u201d<\/li><li>\u201c\u58f0\u7eb9\u8bc6\u522b\u73b0\u5728\u505a\u5f97\u5f88\u597d\u4e86\u5417\uff1f\u201d\u201c\u5e76\u6ca1\u6709\u3002\u201d<\/li><\/ul>\n\n\n\n<p>\u58f0\u7eb9\u4f5c\u4e3a\u58f0\u97f3\u7684\u5e95\u5c42\u5c5e\u6027\uff0c\u4e0e\u8bed\u97f3\u8bed\u4e49\u6709\u5f88\u5927\u4e0d\u540c\u3002\u8bc6\u522b\u4e00\u4e2a\u4eba\u7684\u58f0\u7eb9\uff0c\u5bf9\u4eba\u7c7b\u6765\u8bf4\u4e5f\u5e76\u975e\u6613\u4e8b\u3002\u6211\u4eec\u89c9\u5f97\u5bb9\u6613\uff0c\u5927\u591a\u662f\u56e0\u4e3a\u6211\u4eec\u63a5\u89e6\u7684\u58f0\u7eb9\u5f80\u5f80\u662f\u201c\u5df2\u6ce8\u518c\u201d\u7684\u3002\u4ece\u6a21\u578b\u5b9e\u73b0\u6765\u770b\uff0c\u58f0\u7eb9\u7684\u505a\u6cd5\u770b\u4f3c\u7b80\u5355\uff0c\u4f46\u5b9e\u9645\u6548\u679c\u5e76\u4e0d\u7406\u60f3\uff0c\u539f\u56e0\u6709\u591a\u65b9\u9762\uff1a<\/p>\n\n\n\n<p><strong>\u6781\u6613\u53d7\u73af\u5883\u5e72\u6270<\/strong><\/p>\n\n\n\n<p>\u4e0eASR\u76f8\u6bd4\uff0c\u58f0\u7eb9\u66f4\u6613\u53d7\u58f0\u5b66\u73af\u5883\u5e72\u6270\u3002\u8bad\u7ec3\u6570\u636e\u7684\u8986\u76d6\u8303\u56f4\u3001\u73af\u5883\u566a\u58f0\u3001\u4fe1\u9053\u5dee\u5f02\uff0c\u4ee5\u53ca\u6ce8\u518c\u4e0e\u4f7f\u7528\u6761\u4ef6\u7684\u4e0d\u4e00\u81f4\uff0c\u90fd\u4f1a\u5f71\u54cd\u6700\u7ec8\u6548\u679c\u3002<\/p>\n\n\n\n<p><strong>\u58f0\u7eb9\u5177\u6709\u65f6\u53d8\u6027<\/strong><\/p>\n\n\n\n<p>\u58f0\u7eb9\u4f1a\u968f\u65f6\u95f4\u53d1\u751f\u6f02\u79fb\uff0c\u6bd4\u5982\u513f\u7ae5\u7684\u58f0\u97f3\u53d8\u5316\u6700\u5feb\uff0c\u4e0d\u540c\u513f\u7ae5\u4e4b\u95f4\u7684\u58f0\u97f3\u533a\u5206\u4e5f\u5f88\u56f0\u96be\uff0c\u6210\u4eba\u7684\u58f0\u97f3\u4e5f\u4f1a\u56e0\u72b6\u6001\uff08\u5982\u611f\u5192\u3001\u60c5\u7eea\uff09\u800c\u6539\u53d8\u3002<\/p>\n\n\n\n<p><strong>\u58f0\u7eb9\u6570\u636e\u81ea\u52a8\u6807\u6ce8\u56f0\u96be<\/strong><\/p>\n\n\n\n<p>\u4ece\u6570\u636e\u6807\u6ce8\u89d2\u5ea6\u770b\uff0c\u7531\u4e8e\u5386\u53f2\u4e0a\u58f0\u7eb9\u6a21\u578b\u6548\u679c\u4e00\u822c\uff0c\u518d\u52a0\u4e0a\u4e0a\u8ff0\u96be\u70b9\uff0c\u5bfc\u81f4\u81ea\u52a8\u5316\u6807\u6ce8\u5f88\u96be\u505a\u5230\u51c6\u786e\u3002<\/p>\n\n\n\n<h3>\u5e7b\u89c9\u95ee\u9898\u8f83\u4e3a\u7a81\u51fa<\/h3>\n\n\n\n<p>\u5728\u4f53\u9a8cVibeVoice-ASR\u6a21\u578b\u7684\u8fc7\u7a0b\u4e2d\uff0c\u53d1\u73b0\u6700\u660e\u663e\u7684\u95ee\u9898\u662f\u5e7b\u89c9\u3002\u6d4b\u8bd5\u4e2d\uff0c\u6ce8\u610f\u5230\u4e00\u4e2a\u7279\u522b\u7684\u73b0\u8c61\uff1a\u6570\u636e\u4e2d\u5b69\u5b50\u7684\u54ed\u58f0\u6781\u5bb9\u6613\u89e6\u53d1\u6a21\u578b\u7684\u5e7b\u89c9\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-38.png\" alt=\"\" class=\"wp-image-30620\" width=\"347\" height=\"407\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-38.png 546w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-38-256x300.png 256w\" sizes=\"(max-width: 347px) 100vw, 347px\" \/><\/figure>\n\n\n\n<p>\u8fd9\u80cc\u540e\u6700\u4e3b\u8981\u7684\u539f\u56e0\uff0c\u5e94\u8be5\u8fd8\u662f\u63a5\u4e0b\u6765\u8981\u8c08\u7684<strong>\u6570\u636e\u8986\u76d6<\/strong>\u95ee\u9898\u3002<\/p>\n\n\n\n<h3>\u957f\u5ea6\u771f\u7684\u90a3\u4e48\u91cd\u8981\u5417\uff1f<\/h3>\n\n\n\n<p>\u5bf9\u4e8e\u6587\u672c\u5927\u6a21\u578b\uff0c\u957f\u5ea6\u7b49\u4e8e\u4e0a\u4e0b\u6587\uff0c\u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u786e\u5f88\u91cd\u8981\u3002\u4f46\u5bf9\u4e8e\u8bed\u97f3\u6a21\u578b\uff0c\u7279\u522b\u662f\u504f\u91cd\u8f6c\u5f55\u7684\u6a21\u578b\uff0c\u5728\u5f53\u524d\u9636\u6bb5\uff0c\u957f\u5ea6\u662f\u5426\u771f\u7684\u5982\u6b64\u5173\u952e\uff0c\u6211\u6301\u4fdd\u7559\u6001\u5ea6\u3002<\/p>\n\n\n\n<p><strong>VibeVoice-ASR\u63d0\u51fa\u7684\u7406\u7531\u662f<\/strong>\uff1a\u5f53\u524d\u7684\u7cfb\u7edf\u5b58\u5728\u4e24\u4e2a\u6839\u672c\u6027\u5c40\u9650\uff1a<strong>\u4e0a\u4e0b\u6587\u788e\u7247\u5316<\/strong>\uff08Context Fragmentation\uff09\u4e0e<strong>\u6d41\u6c34\u7ebf\u590d\u6742\u5ea6<\/strong>\uff08Pipeline Complexity\uff09\u3002\u9996\u5148\uff0c\u72ec\u7acb\u5904\u7406\u5404\u4e2a\u7247\u6bb5\u4f1a\u5272\u88c2\u5168\u5c40\u8bed\u4e49\u4f9d\u8d56\uff0c\u5bfc\u81f4\u6a21\u578b\u65e0\u6cd5\u8ffd\u8e2a\u8de8\u53e5\u5b50\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\u3002\u8fd9\u5728\u5904\u7406\u957f\u5bf9\u8bdd\u65f6\u5c24\u4e3a\u81f4\u547d\u2014\u2014\u4f8b\u5982\uff0c\u96be\u4ee5\u6d88\u89e3\u540c\u97f3\u8bcd\u6b67\u4e49\uff0c\u6216\u65e0\u6cd5\u6b63\u786e\u89e3\u6790\u8de8\u53e5\u7684\u6307\u4ee3\u5173\u7cfb\u3002\u5176\u6b21\uff0c\u4f20\u7edf\u7cfb\u7edf\u901a\u5e38\u5c06\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\uff08ASR\uff09\u3001\u8bf4\u8bdd\u4eba\u65e5\u8bb0\u5316\uff08Speaker Diarization\uff09\u548c\u65f6\u95f4\u6233\u6807\u6ce8\u89c6\u4e3a\u76f8\u4e92\u72ec\u7acb\u7684\u4efb\u52a1\uff0c\u7531\u5f7c\u6b64\u5206\u79bb\u7684\u6a21\u578b\u5206\u522b\u5904\u7406\u3002\u8981\u534f\u8c03\u8fd9\u4e9b\u6a21\u578b\u7684\u8f93\u51fa\uff0c\u5f80\u5f80\u9700\u8981\u4f9d\u8d56\u590d\u6742\u7684\u542f\u53d1\u5f0f\u89c4\u5219\uff0c\u8fd9<strong>\u5bb9\u6613\u5f15\u53d1\u8bef\u5dee\u4f20\u64ad<\/strong>\uff1a\u4e00\u65e6\u5206\u6bb5\u6216\u8bf4\u8bdd\u4eba\u5212\u5206\u73af\u8282\u51fa\u73b0\u9519\u8bef\uff0c\u6700\u7ec8\u7684\u8f6c\u5199\u7ed3\u679c\u5c31\u4f1a\u53d7\u5230\u6c61\u67d3\u3002<\/p>\n\n\n\n<p><strong>\u9996\u5148\uff0c\u5173\u4e8e\u4e0a\u4e0b\u6587\u65ad\u88c2\u95ee\u9898\u2014\u2014\u7eaf\u97f3\u9891\u7684\u4e0a\u4e0b\u6587\u771f\u80fd\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u5417\uff1f<\/strong>&nbsp;\u6216\u8bb8\u80fd\u90e8\u5206\u7f13\u89e3\uff0c\u4f46\u5bf9\u591a\u6570\u573a\u666f\u6765\u8bf4\uff0c\u53ef\u80fd\u5e76\u975e\u81f3\u5173\u91cd\u8981\u3002\u6587\u672c\u5c42\u9762\u7684\u4e0a\u4e0b\u6587\u6216\u8bb8\u5df2\u8db3\u4ee5\u63d0\u5347\u51c6\u786e\u7387\u3002<\/p>\n\n\n\n<p><strong>\u5176\u6b21\uff0c\u5de5\u7a0b\u590d\u6742\u5ea6\u65b9\u9762\uff0c\u6587\u4e2d\u63d0\u5230\u7684\u8bf4\u8bdd\u4eba\u65e5\u5fd7\u4f18\u52bf\u6211\u5f88\u8ba4\u540c<\/strong>\uff0c\u4f46\u8fd9\u4e2a\u548c\u957f\u5ea6\u5176\u5b9e\u5173\u7cfb\u4e0d\u662f\u7279\u522b\u5927\uff0c\u6211\u8ba4\u4e3a\u66f4\u591a\u7684\u4f18\u52bf\u6765\u81ea\u4e8e\u8bc6\u522b+\u8bf4\u8bdd\u4eba\u7684\u8054\u5408\u5efa\u6a21\u3002\u77ed\u53e5\u8bf4\u8bdd\u4eba\u65e5\u5fd7\u7684\u786e\u5f88\u56f0\u96be\uff0c\u4f46\u51e0\u5206\u949f\u7684\u6570\u636e\u8fdb\u884c\u8bf4\u8bdd\u4eba\u76f8\u5173\u7684\u5de5\u4f5c\u4e5f\u6ca1\u6709\u592a\u5927\u95ee\u9898\u3002\u5982\u679c\u53ef\u4ee5\u628a\u6548\u679c\u505a\u597d\uff0c\u540e\u7eed\u901a\u8fc7\u4e00\u4e2a\u6df7\u6dc6\u77e9\u9635\u8fdb\u884c\u76f8\u540c\u8bf4\u8bdd\u4eba\u7684\u805a\u7c7b\u3002\u5982\u679c\u957f\u8bed\u97f3\u8bc6\u522b\u786e\u5b9e\u53ef\u4ee5\u505a\u7684\u597d\uff0c\u90a3\u4e48\u964d\u4f4e\u7cfb\u7edf\u590d\u6742\u5ea6\u7684\u4f18\u52bf\u80af\u5b9a\u662f\u6709\u7684\u3002<\/p>\n\n\n\n<p>\u7efc\u4e0a\u6240\u8ff0\uff0c\u5728\u5f53\u524d\u6761\u4ef6\u5c1a\u4e0d\u6210\u719f\u7684\u60c5\u51b5\u4e0b\uff0c\u8fc7\u5ea6\u5f3a\u8c03\u957f\u5ea6\u6216\u8bb8\u5e76\u4e0d\u662f\u6700\u4f18\u5148\u7684\u3002<strong>\u76f8\u6bd4\u957f\u5ea6\uff0c\u6211\u4eec\u66f4\u5e94\u5173\u6ce8\u6a21\u578b\u7684\u7a33\u5b9a\u6027\u4e0e\u51c6\u786e\u6027\u3002<\/strong>&nbsp;\u5f53\u7136\uff0c\u5982\u679c\u80fd\u5904\u7406\u66f4\u957f\u7684\u97f3\u9891\uff0c\u90a3\u81ea\u7136\u662f\u66f4\u597d\u7684\u3002<\/p>\n\n\n\n<h3>\u201c\u5783\u573e\u201d\u6570\u636e\u4e5f\u6709\u4ef7\u503c<\/h3>\n\n\n\n<p>\u4ece\u6211\u6d4b\u8bd5\u4e2d\u9047\u5230\u7684\u5e7b\u89c9\u95ee\u9898\uff0c\u7ed3\u5408\u5f53\u524d\u4e3b\u6d41\u6570\u636e\u6e05\u6d17\u6d41\u7a0b\u7684\u505a\u6cd5\uff0c\u4f1a\u53d1\u73b0\u4e00\u4e2a\u73b0\u8c61\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4eba\u4eec\u5e38\u7528\u591a\u4e2a\u6a21\u578b\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u7b5b\u9009\u51fa\u201c\u6709\u7528\u4e14\u6b63\u786e\u201d\u7684\u6570\u636e\u3002<\/p><\/blockquote>\n\n\n\n<p>\u4ec0\u4e48\u662f\u201c<strong>\u6709\u7528\u4e14\u6b63\u786e<\/strong>\u201d\u7684\u6570\u636e\uff1f\u5982\u679c\u4e00\u6761\u6570\u636e\u5305\u542b\u6587\u5b57\uff0c\u4e14\u591a\u4e2a\u6a21\u578b\u8bc6\u522b\u7ed3\u679c\u4e00\u81f4\uff0c\u5c31\u88ab\u8ba4\u4e3a\u662f\u6709\u4ef7\u503c\u4e14\u6807\u6ce8\u6b63\u786e\u7684\u3002\u90a3\u4e48\uff0c\u90a3\u4e9b\u88ab\u8fc7\u6ee4\u6389\u7684\u6570\u636e\uff0c\u5176\u4ef7\u503c\u53c8\u8be5\u5982\u4f55\u770b\u5f85\uff1f<\/p>\n\n\n\n<p>\u4e8b\u5b9e\u4e0a\uff0c\u5b83\u4eec\u7684\u4ef7\u503c\u5728\u4eca\u5929\u66f4\u5e94\u88ab\u91cd\u89c6\u3002\u539f\u56e0\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p><strong>\u5e78\u5b58\u8005\u504f\u5dee<\/strong><\/p>\n\n\n\n<p>\u8fd9\u79cd\u65b9\u5f0f\u7b5b\u9009\u51fa\u7684\u6570\u636e\uff0c\u90fd\u662f\u4ee5\u5f80\u6a21\u578b\u57fa\u7840\u4e0a\u7684\u201c\u5e78\u5b58\u8005\u201d\uff0c\u6570\u636e\u8d28\u91cf\u867d\u9ad8\uff0c<strong>\u4f46\u5bf9\u6a21\u578b\u6765\u8bf4\u96be\u5ea6\u8f83\u4f4e<\/strong>\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u5927\u91cf\u8fd9\u7c7b\u6570\u636e\u5bf9\u6a21\u578b\u80fd\u529b\u7684\u63d0\u5347<strong>\u5e76\u65e0\u592a\u5927\u589e\u76ca<\/strong>\u3002\u5982\u679c\u6a21\u578b\u53ea\u7528\u8fd9\u7c7b\u6570\u636e\u8bad\u7ec3\uff0c\u90a3\u4e48\u65e0\u8bba\u8f93\u5165\u4ec0\u4e48\uff0c\u54ea\u6015\u662f\u4eba\u8033\u90fd\u96be\u4ee5\u542c\u6e05\u7684\u8bed\u97f3\uff0c\u6a21\u578b\u90fd\u53ef\u80fd\u7528\u6700\u5927\u4f3c\u7136\u7684\u65b9\u5f0f\u201c\u731c\u201d\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u7ed3\u679c\uff0c\u800c\u4e0d\u662f\u201c\u627f\u8ba4\u56f0\u96be\u201d\u3002<strong>\u4e00\u4e2a\u61c2\u5f97\u201c\u793a\u5f31\u201d\u7684\u6a21\u578b\uff0c\u6216\u8bb8\u4e5f\u6709\u5176\u4ef7\u503c\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u201c\u5783\u573e\u201d\u6570\u636e\u7684\u4ef7\u503c<\/strong><\/p>\n\n\n\n<p>\u6240\u8c13\u201c\u5783\u573e\u6570\u636e\u201d\uff0c\u6b63\u662f\u90a3\u4e9b\u88ab\u81ea\u52a8\u6807\u6ce8\u6d41\u7a0b\u8fc7\u6ee4\u6389\u7684\u6570\u636e\uff0c\u5b83\u4eec\u7684\u4ef7\u503c\u5e94\u5f53\u88ab\u91cd\u65b0\u5ba1\u89c6\u3002\u6bd4\u5982\u6211\u6d4b\u8bd5\u6570\u636e\u4e2d\u7684\u54ed\u58f0\u7247\u6bb5\uff0c\u5f88\u53ef\u80fd\u4f1a\u88ab\u6e05\u6d17\u6d41\u7a0b\u8fc7\u6ee4\u6389\u3002\u518d\u52a0\u4e0a\u8fd9\u7c7b\u58f0\u97f3\u91cd\u590d\u6027\u5f3a\uff0c\u66f4\u5bb9\u6613\u5bfc\u81f4\u6a21\u578b\u4ea7\u751f\u5e7b\u89c9\u3002<\/p>\n\n\n\n<p><strong>\u5728\u5f3a\u5316\u5b66\u4e60\u4e2d\uff0c\u4e5f\u5e94\u8be5\u52a0\u5f3a\u5bf9\u201c\u574f\u201d\u6570\u636e\u5982\u4f55\u7ed9\u4e88\u6b63\u786e\u53cd\u9988\u7684\u673a\u5236\u3002<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>github\uff1ahttps:\/\/github.com\/microsoft\/VibeVoice paper\uff1ahtt &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2026\/02\/25\/vibevoice-asr\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">VibeVoice-ASR\uff1a\u5fae\u8f6f\u591a\u4efb\u52a1\u8bed\u97f3\u8bc6\u522b\u6a21\u578b<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4,9,38,43,34],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/30160"}],"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=30160"}],"version-history":[{"count":60,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/30160\/revisions"}],"predecessor-version":[{"id":30654,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/30160\/revisions\/30654"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=30160"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=30160"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=30160"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}