{"id":30066,"date":"2026-01-19T13:43:58","date_gmt":"2026-01-19T05:43:58","guid":{"rendered":"http:\/\/139.9.1.231\/?p=30066"},"modified":"2026-02-07T13:41:53","modified_gmt":"2026-02-07T05:41:53","slug":"wenetspeech-wu","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2026\/01\/19\/wenetspeech-wu\/","title":{"rendered":"WenetSpeech-Wu\uff1a\u5f00\u6e90\u5434\u8bed\u8bed\u97f3\u6570\u636e\u96c6"},"content":{"rendered":"\n<figure class=\"wp-block-image\"><img src=\"https:\/\/github.com\/ASLP-lab\/WenetSpeech-Wu-Repo\/raw\/main\/figs\/overview2.png\" alt=\"\"\/><\/figure>\n\n\n\n<ul class=\"has-light-pink-background-color has-background\"><li><strong>\u8bba\u6587\u94fe\u63a5:\u00a0<a href=\"https:\/\/arxiv.org\/pdf\/2601.11027\">https:\/\/arxiv.org\/pdf\/2601.11027<\/a><\/strong><\/li><li><strong>Demo Page:\u00a0https:\/\/hujingbin1.github.io\/WenetSpeechWu-Demo-Page-Public\/<\/strong><\/li><li><strong>Github:\u00a0https:\/\/github.com\/ASLP-lab\/WenetSpeech-Wu-Repo<\/strong><\/li><li><strong>HuggingFace:\u00a0https:\/\/huggingface.co\/collections\/ASLP-lab\/wenetspeech-wu<\/strong><\/li><\/ul>\n\n\n\n\n\n<p>\u4f4e\u8d44\u6e90\u65b9\u8a00\u7684\u8bed\u97f3\u5904\u7406\u4ecd\u7136\u662f\u6784\u5efa\u5305\u5bb9\u6027\u5f3a\u3001\u9c81\u68d2\u6027\u9ad8\u7684\u8bed\u97f3\u6280\u672f\u8fc7\u7a0b\u4e2d\u9762\u4e34\u7684\u4e00\u9879\u57fa\u7840\u6027\u6311\u6218\u3002\u5c3d\u7ba1\u4e2d\u6587\u5434\u8bed\u5728\u8bed\u8a00\u5b66\u7814\u7a76\u4e2d\u5177\u6709\u91cd\u8981\u5730\u4f4d\uff0c\u4e14\u4f7f\u7528\u4eba\u7fa4\u89c4\u6a21\u5e9e\u5927\uff0c\u4f46\u957f\u671f\u4ee5\u6765\uff0c\u5176\u53d1\u5c55\u4e00\u76f4\u53d7\u9650\u4e8e\u5927\u89c4\u6a21\u8bed\u97f3\u6570\u636e\u532e\u4e4f\u3001\u7f3a\u4e4f\u7edf\u4e00\u7684\u8bc4\u6d4b\u57fa\u51c6\u4ee5\u53ca\u516c\u5f00\u53ef\u7528\u6a21\u578b\u4e0d\u8db3\u7b49\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u672c\u6587\u63d0\u51fa <strong>WenetSpeech-Wu<\/strong>\uff0c\u8fd9\u662f\u9996\u4e2a\u9762\u5411\u5434\u8bed\u7684\u5927\u89c4\u6a21\u3001\u591a\u7ef4\u5ea6\u6807\u6ce8\u7684\u5f00\u6e90\u8bed\u97f3\u8bed\u6599\u5e93\uff0c\u5305\u542b\u7ea6 <strong>8000 \u5c0f\u65f6<\/strong>\u6765\u6e90\u591a\u6837\u7684\u8bed\u97f3\u6570\u636e\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/01\/image-40.png\" alt=\"\" class=\"wp-image-30158\" width=\"427\" height=\"216\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/01\/image-40.png 856w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/01\/image-40-300x152.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/01\/image-40-768x388.png 768w\" sizes=\"(max-width: 427px) 100vw, 427px\" \/><\/figure><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"259\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-1-1024x259.png\" alt=\"\" class=\"wp-image-30182\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-1-1024x259.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-1-300x76.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-1-768x194.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-1-1536x388.png 1536w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-1.png 1630w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5434\u8bed\u8bed\u97f3\u5904\u7406\u9762\u4e34\u4e09\u91cd\u5173\u952e\u56f0\u5883\uff1a\u4e00\u662f\u6570\u636e\u4e25\u91cd\u532e\u4e4f\uff0c\u73b0\u6709\u516c\u5f00\u6570\u636e\u96c6MagicData-Shanghai\u4ec5\u63d0\u4f9b4.19\u5c0f\u65f6\u7684\u4e0a\u6d77\u8bdd\u6807\u6ce8\u8bed\u97f3\uff0c\u4e0d\u4ec5\u89c4\u6a21\u6781\u5c0f\uff0c\u4e14\u672a\u8986\u76d6\u5176\u4ed6\u5434\u8bed\u5b50\u65b9\u8a00\uff0c\u66f4\u7f3a\u4e4f\u60c5\u611f\u3001\u8bf4\u8bdd\u4eba\u5c5e\u6027\u7b49\u652f\u6491\u591a\u7c7b\u8bed\u97f3\u4efb\u52a1\u7684\u5173\u952e\u6807\u6ce8\uff1b\u4e8c\u662f\u7f3a\u4e4f\u6807\u51c6\u5316\u8bc4\u6d4b\u57fa\u51c6\uff0c\u5bfc\u81f4\u4e0d\u540c\u7814\u7a76\u65b9\u6cd5\u96be\u4ee5\u8fdb\u884c\u516c\u5e73\u5bf9\u6bd4\u4e0e\u7cfb\u7edf\u8bc4\u4f30\uff1b\u4e09\u662f\u6a21\u578b\u652f\u6491\u4e0d\u8db3\uff0c\u65e0\u8bba\u662f\u5f00\u6e90\u8fd8\u662f\u5546\u4e1a\u8bed\u97f3\u5904\u7406\u6a21\u578b\uff0c\u5728\u5434\u8bed\u7684\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\uff08ASR\uff09\u3001\u6587\u672c\u5230\u8bed\u97f3\u5408\u6210\uff08TTS\uff09\u7b49\u57fa\u7840\u4efb\u52a1\u4e0a\u5747\u8868\u73b0\u8f83\u5dee\uff0c\u65e0\u6cd5\u6ee1\u8db3\u5b9e\u9645\u5e94\u7528\u9700\u6c42\u3002<\/p>\n\n\n\n<h3><strong>Datapipline Overview<\/strong><\/h3>\n\n\n\n<p>\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u81ea\u52a8\u5316\u4e14\u53ef\u6269\u5c55\u7684\u6d41\u7a0b\uff0c\u7528\u4e8e\u6784\u5efa\u5177\u6709\u591a\u7ef4\u6807\u6ce8\u7684\u5927\u89c4\u6a21\u5434\u8bed\u8bed\u97f3\u6570\u636e\u96c6\uff0c\u5982\u56fe1\u6240\u793a\u3002\u8be5\u6d41\u7a0b\u65e8\u5728\u5b9e\u73b0\u9ad8\u6548\u7684\u6570\u636e\u91c7\u96c6\u3001\u7a33\u5065\u7684\u81ea\u52a8\u8f6c\u5199\u4ee5\u53ca\u591a\u6837\u5316\u7684\u4e0b\u6e38\u6807\u6ce8\u4efb\u52a1\u652f\u6301<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"438\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/01\/pipeline-wu-1024x438.png\" alt=\"\" class=\"wp-image-30071\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/01\/pipeline-wu-1024x438.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/01\/pipeline-wu-300x128.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/01\/pipeline-wu-768x329.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/01\/pipeline-wu.png 1488w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption><strong>\u56fe 1.<\/strong>&nbsp;WenetSpeech-Wu \u7684\u6570\u636e\u6784\u5efa\u6d41\u7a0b\u3002<\/figcaption><\/figure>\n\n\n\n<p><strong>\u91c7\u96c6\u4e0e\u8fc7\u6ee4\uff1a<\/strong>\u6211\u4eec\u4ece\u591a\u79cd\u9886\u57df\u548c\u4e0d\u540c\u5b50\u65b9\u8a00\u4e2d\u6536\u96c6\u5927\u89c4\u6a21\u771f\u5b9e\u573a\u666f\u4e0b\u7684\u5434\u8bed\u8bed\u97f3\u6570\u636e\u3002\u9996\u5148\u57fa\u4e8e\u5143\u6570\u636e\u8fdb\u884c\u7b5b\u9009\u4ee5\u53bb\u9664\u975e\u5434\u8bed\u5185\u5bb9\uff0c\u968f\u540e\u91c7\u7528\u57fa\u4e8e WebRTC \u7684\u8bed\u97f3\u6d3b\u52a8\u68c0\u6d4b\uff08VAD\uff09\u8fdb\u884c\u5206\u5272\u5904\u7406\u3002\u8fdb\u4e00\u6b65\u7ed3\u5408 DNSMOS \u548c\u4fe1\u566a\u6bd4\uff08SNR\uff09\u8fdb\u884c\u8d28\u91cf\u8fc7\u6ee4\uff0c\u6700\u7ec8\u83b7\u5f97\u9ad8\u8d28\u91cf\u8bed\u97f3\u8bed\u6599\u3002<\/p>\n\n\n\n<p><strong>\u6807\u6ce8\u5de5\u5177\u6784\u5efa\uff1a<\/strong>\u4e3a\u652f\u6301\u5927\u89c4\u6a21\u81ea\u52a8\u8f6c\u5199\uff0c\u6211\u4eec\u5229\u7528 880 \u5c0f\u65f6\u4eba\u5de5\u6807\u6ce8\u7684\u5434\u8bed\u8bed\u97f3\u6570\u636e\u5bf9\u4e24\u4e2a\u9884\u8bad\u7ec3 ASR \u6a21\u578b\u8fdb\u884c\u5fae\u8c03\u3002<\/p>\n\n\n\n<p><strong>\u81ea\u52a8\u8f6c\u5199\u4e0e\u7ed3\u679c\u878d\u5408\uff1a<\/strong>\u6211\u4eec\u91c7\u7528\u8bc6\u522b\u7ed3\u679c\u6295\u7968\u8bef\u5dee\u964d\u4f4e\u65b9\u6cd5\uff08ROVER\uff09\u5bf9\u591a\u4e2a ASR \u7cfb\u7edf\u7684\u8f6c\u5199\u7ed3\u679c\u8fdb\u884c\u878d\u5408\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u7ed3\u5408\u4e86\u4e24\u4e2a\u5fae\u8c03\u540e\u7684\u5434\u8bed ASR \u6a21\u578b\uff0c\u4ee5\u53ca Dolphin \u548c TeleASR \u7684\u8f93\u51fa\uff0c\u5e76<strong>\u901a\u8fc7\u7f51\u683c\u641c\u7d22\u786e\u5b9a\u5404\u6a21\u578b\u6743\u91cd<\/strong>\u3002<strong>\u878d\u5408\u540e\u7684\u7ed3\u679c\u751f\u6210\u6700\u7ec8\u8f6c\u5199\u6587\u672c\uff0c\u5e76\u9644\u5e26\u7f6e\u4fe1\u5ea6\u5206\u6570\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u591a\u7ef4\u6807\u6ce8\uff1a<\/strong><\/p>\n\n\n\n<ul><li>\u8bf4\u8bdd\u4eba\u5c5e\u6027: \u6027\u522b\u548c\u5e74\u9f84\u901a\u8fc7 VoxProfile \u8fdb\u884c\u63a8\u65ad\uff0c\u591a\u8bf4\u8bdd\u4eba\u68c0\u6d4b\u5219\u91c7\u7528 Pyannote \u5b9e\u73b0\u3002<\/li><li><strong>\u5434\u8bed\u5230\u666e\u901a\u8bdd\u7684\u7ffb\u8bd1: \u901a\u8fc7\u57fa\u4e8e\u8bcd\u5178\u7684\u6620\u5c04\u751f\u6210\uff0c\u5e76\u8fdb\u4e00\u6b65\u5229\u7528\u5927\u8bed\u8a00\u6a21\u578b Qwen3-8B \u8fdb\u884c\u4f18\u5316\uff0c\u4ee5\u83b7\u5f97\u66f4\u52a0\u6d41\u7545\u3001\u6807\u51c6\u7684\u666e\u901a\u8bdd\u8868\u8fbe\u3002<\/strong><\/li><li><strong>\u60c5\u611f\u6807\u6ce8: \u901a\u8fc7\u591a\u9636\u6bb5\u3001\u8de8\u6a21\u6001\u6d41\u7a0b\u83b7\u5f97\u3002\u9996\u5148\u4f7f\u7528 SenseVoice \u548c Emo2Vec \u5bf9\u58f0\u5b66\u4fe1\u53f7\u8fdb\u884c\u521d\u6b65\u9884\u6d4b\uff0c\u5e76\u7ed3\u5408 Qwen3-8B \u5bf9\u6587\u672c\u5185\u5bb9\u8fdb\u884c\u60c5\u611f\u5206\u6790\u3002\u5bf9\u4e8e\u88ab\u8054\u5408\u5224\u5b9a\u4e3a\u975e\u4e2d\u6027\u7684\u6837\u672c\uff0c\u8fdb\u4e00\u6b65\u91c7\u7528\u57fa\u4e8e\u6587\u672c\u7684 DeepSeek-R1 \u548c\u57fa\u4e8e\u58f0\u5b66\u4fe1\u606f\u7684 Gemini-2.5-Pro \u8fdb\u884c\u590d\u6838\uff0c\u6700\u7ec8\u6807\u7b7e\u7531\u4e24\u8005\u7ed3\u679c\u7684\u4ea4\u96c6\u786e\u5b9a\u3002<\/strong><\/li><li>\u97f5\u5f8b\u58f0\u5b66\u7279\u5f81: \u5229\u7528 <strong>Dataspeech \u63d0\u53d6\u97f5\u5f8b\u58f0\u5b66\u7279\u5f81<\/strong>\uff0c\u5305\u62ec<strong>\u8bed\u901f\u3001\u54cd\u5ea6\u3001\u80fd\u91cf\u548c\u97f3\u9ad8<\/strong>\uff0c\u4ee5\u652f\u6301\u8bed\u97f3\u751f\u6210\u76f8\u5173\u4efb\u52a1\u3002<\/li><\/ul>\n\n\n\n<h3><strong>\u6570\u636e\u96c6\u5206\u5e03<\/strong><\/h3>\n\n\n\n<p><strong>\u65f6\u957f\u4e0e\u7f6e\u4fe1\u5ea6\u5206\u5e03<\/strong>\uff1aWenetSpeech-Wu \u5305\u542b<strong> 8,000<\/strong> \u5c0f\u65f6\u8bed\u97f3\u6570\u636e\uff0c\u5171\u8ba1 386 \u4e07\u6761\u8bed\u53e5\uff0c\u5355\u6761\u8bed\u97f3\u65f6\u957f\u6700\u957f\u53ef\u8fbe 30 \u79d2\uff0c\u5e73\u5747\u65f6\u957f\u4e3a 7.45 \u79d2\u3002\u6211\u4eec\u91c7\u7528\u52a0\u6743 ROVER \u751f\u6210\u7684\u8f6c\u5199\u7f6e\u4fe1\u5ea6\u4f5c\u4e3a\u6807\u6ce8\u8d28\u91cf\u7684\u8861\u91cf\u6307\u6807\uff0c\u5e76\u4fdd\u7559\u7f6e\u4fe1\u5ea6\u9ad8\u4e8e 0.55 \u7684\u8bed\u53e5\u3002\u8bed\u53e5\u65f6\u957f\u5206\u5e03\u4e0e\u8f6c\u5199\u7f6e\u4fe1\u5ea6\u5206\u5e03\u7684\u8be6\u7ec6\u60c5\u51b5\u5206\u522b\u5982\u56fe2b\u548cc\u6240\u793a\u3002<\/p>\n\n\n\n<p><strong>\u9886\u57df\u4e0e\u5b50\u65b9\u8a00\u8986\u76d6\uff1a<\/strong>WenetSpeech-Wu \u8986\u76d6\u4e86\u5e7f\u6cdb\u7684\u8bed\u97f3\u9886\u57df\u548c\u591a\u79cd\u5434\u8bed\u5b50\u65b9\u8a00\u3002\u8bed\u97f3\u9886\u57df\u5305\u62ec&nbsp;<em>\u65b0\u95fb\u3001\u6587\u5316\u3001Vlog\u3001\u5a31\u4e50\u3001\u6559\u80b2\u3001\u64ad\u5ba2\u3001\u8bc4\u8bba\u3001\u8bbf\u8c08\u3001\u5e7f\u64ad\u5267\u3001\u97f3\u4e50\u8282\u76ee\u4ee5\u53ca\u6709\u58f0\u4e66<\/em>\uff0c\u5176\u5206\u5e03\u60c5\u51b5\u5982\u56fe2a\u548cd\u6240\u793a\u3002<\/p>\n\n\n\n<p>\u5728\u65b9\u8a00\u8986\u76d6\u65b9\u9762\uff0c\u7ea6\u6709 37% \u7684\u5f55\u97f3\u7531\u4e8e\u65e0\u6cd5\u53ef\u9760\u5730\u5f52\u5c5e\u5230\u67d0\u4e00\u5177\u4f53\u5434\u8bed\u5b50\u65b9\u8a00\uff0c\u88ab\u6807\u6ce8\u4e3a&nbsp;<em>Unknown<\/em>\u3002\u5176\u4f59\u5f55\u97f3\u5219\u8986\u76d6\u4e86\u591a\u79cd\u5df2\u8bc6\u522b\u7684\u5434\u8bed\u5b50\u65b9\u8a00\uff0c\u5305\u62ec&nbsp;<em>\u4e0a\u6d77\u8bdd\u3001\u82cf\u5dde\u8bdd\u3001\u7ecd\u5174\u8bdd\u3001\u5b81\u6ce2\u8bdd\u3001\u676d\u5dde\u8bdd\u3001\u5609\u5174\u8bdd\u3001\u53f0\u5dde\u8bdd\u548c\u6e29\u5dde\u8bdd<\/em>\uff0c\u5176\u5206\u5e03\u5982\u56fe2d \u6240\u793a\u3002<\/p>\n\n\n\n<p><strong>\u97f3\u9891\u8d28\u91cf\uff1a<\/strong>\u5982\u56fe2e \u548c\u56fe2f \u6240\u793a\uff0c\u5927\u591a\u6570\u8bed\u53e5\u7684\u4fe1\u566a\u6bd4\uff08SNR\uff09\u5206\u5e03\u5728 10\u201340 dB \u4e4b\u95f4\uff0c\u5e76\u5728 20\u201330 dB \u533a\u95f4\u8fbe\u5230\u5cf0\u503c\u3002\u4e3b\u89c2\u542c\u611f\u8d28\u91cf\uff08MOS\uff09\u8bc4\u5206\u4e3b\u8981\u96c6\u4e2d\u5728 2.0\u20133.5 \u7684\u8303\u56f4\u5185\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"555\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-2-1024x555.png\" alt=\"\" class=\"wp-image-30189\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-2-1024x555.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-2-300x163.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-2-768x416.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-2.png 1434w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u8bf4\u8bdd\u4eba\u5c5e\u6027\u4e0e\u60c5\u611f\u6807\u6ce8\uff1a<\/strong>\u6211\u4eec\u9488\u5bf9\u5355\u8bf4\u8bdd\u4eba\u8bed\u97f3\u7247\u6bb5\u6807\u6ce8\u4e86\u6027\u522b\u3001\u5e74\u9f84\u548c\u60c5\u611f\u4fe1\u606f\u3002\u6027\u522b\u5206\u4e3a\u00a0<em>\u7537\u6027<\/em>\u548c\u00a0<em>\u5973\u6027<\/em>\uff1b\u5e74\u9f84\u5212\u5206\u4e3a\u56db\u4e2a\u9636\u6bb5\uff1a0\u201317 \u5c81\u4e3a\u00a0<em>\u9752\u5c11\u5e74<\/em>\uff0c18\u201335 \u5c81\u4e3a\u00a0<em>\u9752\u5e74<\/em>\uff0c36\u201359 \u5c81\u4e3a\u00a0<em>\u4e2d\u5e74<\/em>\uff0c60 \u5c81\u53ca\u4ee5\u4e0a\u4e3a\u00a0<em>\u8001\u5e74<\/em>\uff1b\u60c5\u611f\u5219\u5206\u4e3a\u4e94\u7c7b\uff1a<em>\u4e2d\u6027\u3001\u5feb\u4e50\u3001\u60b2\u4f24\u3001\u60ca\u8bb6<\/em>\u548c\u00a0<em>\u6124\u6012<\/em>\u3002\u5404\u7c7b\u522b\u7684\u5177\u4f53\u5206\u5e03\u60c5\u51b5\u5982\u88682\u6240\u793a\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-3.png\" alt=\"\" class=\"wp-image-30190\" width=\"257\" height=\"250\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-3.png 489w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-3-300x291.png 300w\" sizes=\"(max-width: 257px) 100vw, 257px\" \/><\/figure><\/div>\n\n\n\n<p><strong>\u9762\u5411\u4efb\u52a1\u7684\u6570\u636e\u8d28\u91cf\u5206\u7ea7\uff1a<\/strong>\u4e3a\u652f\u6301\u591a\u6837\u5316\u8bed\u97f3\u4efb\u52a1\u5728\u5b9e\u9645\u8bad\u7ec3\u4e2d\u7684\u4e0d\u540c\u9700\u6c42\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u4e0e\u4efb\u52a1\u7279\u5b9a\u8d28\u91cf\u8981\u6c42\u76f8\u5339\u914d\u7684\u6570\u636e\u8d28\u91cf\u5206\u7ea7\u7b56\u7565\u3002\u9488\u5bf9 ASR \u548c TTS \u4efb\u52a1\uff0c\u6211\u4eec\u6784\u5efa\u4e86\u4e24\u4e2a\u8d28\u91cf\u7b49\u7ea7\u7684\u6570\u636e\u5b50\u96c6\u3002\u5176\u4e2d\uff0c\u666e\u901a\u8d28\u91cf\u5b50\u96c6\u4e3b\u8981\u7528\u4e8e\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\uff0c\u66f4\u5f3a\u8c03\u6570\u636e\u8986\u76d6\u8303\u56f4\u548c\u591a\u6837\u6027\uff0c\u4ec5\u8981\u6c42\u4e2d\u7b49\u6c34\u5e73\u7684\u8f6c\u5199\u7f6e\u4fe1\u5ea6\uff1b\u9ad8\u8d28\u91cf\u5b50\u96c6\u5219\u9762\u5411\u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\uff0c\u91c7\u7528\u66f4\u4e25\u683c\u7684\u7b5b\u9009\u6807\u51c6\uff0c\u5305\u62ec\u66f4\u9ad8\u7684\u8f6c\u5199\u7f6e\u4fe1\u5ea6\u3001\u66f4\u5e72\u51c0\u7684\u58f0\u5b66\u73af\u5883\u4ee5\u53ca\u53ef\u9760\u7684\u8bf4\u8bdd\u4eba\u5206\u79bb\uff0c\u4ee5\u63d0\u4f9b\u66f4\u7a33\u5b9a\u3001\u6709\u6548\u7684\u76d1\u7763\u4fe1\u53f7\u3002\u5bf9\u4e8e\u5bf9\u6807\u6ce8\u566a\u58f0\u548c\u8bed\u4e49\u6b67\u4e49\u66f4\u4e3a\u654f\u611f\u7684\u4efb\u52a1\uff0c\u4f8b\u5982\u5434\u8bed\u5230\u666e\u901a\u8bdd\u7684\u81ea\u52a8\u8bed\u97f3\u7ffb\u8bd1\u3001\u8bf4\u8bdd\u4eba\u5c5e\u6027\u9884\u6d4b\u3001\u8bed\u97f3\u60c5\u611f\u8bc6\u522b\u3001\u8bed\u97f3\u5408\u6210\u4ee5\u53ca\u6307\u4ee4\u63a7\u5236\u8bed\u97f3\u5408\u6210\uff0c\u6211\u4eec\u91c7\u7528\u4e86\u66f4\u4e3a\u4e25\u683c\u7684\u6570\u636e\u7b5b\u9009\u6807\u51c6\uff0c\u5305\u62ec\u5355\u8bf4\u8bdd\u4eba\u5f55\u97f3\u3001\u9ad8 MOS \u8bc4\u5206\u3001\u8f83\u9ad8\u4fe1\u566a\u6bd4\u3001\u97f3\u9ad8\u6807\u51c6\u5dee\u7ea6\u675f\uff0c\u4ee5\u53ca\u7ecf\u8fc7\u4e00\u81f4\u6027\u9a8c\u8bc1\u7684\u6807\u6ce8\u7ed3\u679c\uff0c\u5177\u4f53\u6807\u51c6\u5982\u88683\u6240\u793a\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-4.png\" alt=\"\" class=\"wp-image-30192\" width=\"400\" height=\"329\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-4.png 582w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-4-300x246.png 300w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/figure><\/div>\n\n\n\n<p>\u63d0\u51fa\u4e86&nbsp;<strong>WenetSpeech-Wu-Bench<\/strong>\uff0c\u8fd9\u662f\u9996\u4e2a\u9762\u5411\u5434\u8bed\u8bed\u97f3\u5904\u7406\u7684\u516c\u5f00\u3001\u4eba\u5de5\u7cbe\u6821\u8bc4\u6d4b\u57fa\u51c6\uff0c\u6db5\u76d6\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\uff08ASR\uff09\u3001\u5434\u8bed\u5230\u666e\u901a\u8bdd\u81ea\u52a8\u8bed\u97f3\u7ffb\u8bd1\uff08AST\uff09\u3001\u8bf4\u8bdd\u4eba\u5c5e\u6027\u9884\u6d4b\u3001\u60c5\u611f\u8bc6\u522b\u3001\u8bed\u97f3\u5408\u6210\uff08TTS\uff09\u4ee5\u53ca\u6307\u4ee4\u63a7\u5236\u8bed\u97f3\u5408\u6210\uff08instruct TTS\uff09\uff0c\u4e3a\u516c\u5e73\u3001\u7edf\u4e00\u7684\u6027\u80fd\u8bc4\u4f30\u63d0\u4f9b\u4e86\u6807\u51c6\u5316\u5e73\u53f0\u3002<\/p>\n\n\n\n<p><strong>\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b:<\/strong>WenetSpeech-Wu-Bench \u7684 ASR \u6d4b\u8bd5\u96c6\u5305\u542b 9.75 \u5c0f\u65f6\u7684\u8bed\u97f3\u6570\u636e\uff0c\u6db5\u76d6\u4e0a\u6d77\u8bdd\u3001\u82cf\u5dde\u8bdd\u4ee5\u53ca\u666e\u901a\u8bdd\u6df7\u5408\u8bed\u7801\u573a\u666f\uff0c\u540c\u65f6\u5305\u62ec\u5355\u8bf4\u8bdd\u4eba\u548c\u591a\u8bf4\u8bdd\u4eba\u60c5\u5f62\u3002<\/p>\n\n\n\n<p><strong>\u5434\u8bed\u5230\u666e\u901a\u8bdd\u8bed\u97f3\u7ffb\u8bd1\uff1a<\/strong>\u5434\u8bed\u5230\u666e\u901a\u8bdd\u7684 AST \u6d4b\u8bd5\u96c6\uff0c\u5171\u5305\u542b 3000 \u6761\u5434\u8bed\u8bed\u53e5\uff0c\u603b\u65f6\u957f\u4e3a 4.4 \u5c0f\u65f6\uff0c\u914d\u6709\u7ecf\u8fc7\u4eba\u5de5\u6821\u9a8c\u7684\u6807\u51c6\u666e\u901a\u8bdd\u8bd1\u6587\uff0c\u8986\u76d6\u591a\u4e2a\u9886\u57df\u3002<\/p>\n\n\n\n<p><strong>\u8bf4\u8bdd\u4eba\u5c5e\u6027\u9884\u6d4b\u4e0e\u8bed\u97f3\u60c5\u611f\u8bc6\u522b\uff1a<\/strong>\u8be5\u6d4b\u8bd5\u96c6\u7528\u4e8e\u8bc4\u4f30\u5434\u8bed\u8bed\u97f3\u4e2d\u7684\u5e74\u9f84\u3001\u6027\u522b\u548c\u60c5\u611f\u9884\u6d4b\u80fd\u529b\u3002\u5728\u8bf4\u8bdd\u4eba\u5c5e\u6027\u65b9\u9762\uff0c\u6027\u522b\u5206\u4e3a\u7537\u6027\u548c\u5973\u6027\uff0c\u6bcf\u7c7b\u5404\u5305\u542b 1500 \u6761\u6837\u672c\uff1b\u5e74\u9f84\u5212\u5206\u4e3a\u56db\u7ec4\uff1a17 \u5c81\u53ca\u4ee5\u4e0b\u4e3a\u9752\u5c11\u5e74\u300118 \u81f3 35 \u5c81\u4e3a\u9752\u5e74\u300136 \u81f3 59 \u5c81\u4e3a\u4e2d\u5e74\u300160 \u5c81\u53ca\u4ee5\u4e0a\u4e3a\u8001\u5e74\uff0c\u6bcf\u7ec4\u5404 500 \u6761\u6837\u672c\u3002\u5728\u60c5\u611f\u5206\u7c7b\u65b9\u9762\uff0c\u6570\u636e\u5305\u62ec\u4e2d\u6027\u6837\u672c300 \u6761\uff0c\u9ad8\u5174\u3001\u6124\u6012\u3001\u60ca\u8bb6\u6837\u672c\u5404200\u6761\uff0c\u96be\u8fc7\u6837\u672c100\u6761\uff0c\u5171\u8ba1 1000 \u6761\u3002<\/p>\n\n\n\n<p><strong>\u8bed\u97f3\u5408\u6210:&nbsp;<\/strong>TTS \u6d4b\u8bd5\u96c6\uff0c\u5305\u62ec 144 \u6761\u7b80\u5355\u53e5\u548c 98 \u6761\u590d\u6742\u53e5\uff0c\u6587\u672c\u5185\u5bb9\u7ecf\u4e13\u4e1a\u5434\u8bed\u4e13\u5bb6\u5ba1\u6821\u4e0e\u4f18\u5316\u3002\u63d0\u793a\u8bed\u97f3\u6837\u672c\u9009\u81ea\u5f00\u6e90\u7684 Magicdata-Shanghai \u6570\u636e\u96c6\uff0c\u5e76\u901a\u8fc7\u4e25\u683c\u7b5b\u9009\u786e\u5b9a\u4e86 12 \u4f4d\u5434\u8bed\u8bf4\u8bdd\u4eba\u3002\u8bc4\u4f30\u65b9\u9762\uff0c\u8bf4\u8bdd\u4eba\u76f8\u4f3c\u5ea6\u901a\u8fc7 WeSpeaker \u7684\u8bf4\u8bdd\u4eba\u5d4c\u5165\u76f8\u4f3c\u5ea6\u8ba1\u7b97\uff0c\u8bed\u97f3\u53ef\u61c2\u5ea6\u5219\u4f7f\u7528\u6211\u4eec\u63d0\u51fa\u7684 Step-Audio2-Wu-ASR \u6a21\u578b\u8ba1\u7b97 CER\u3002\u6b64\u5916\uff0c\u8fd8\u5f00\u5c55\u4e86\u4e3b\u89c2\u542c\u6d4b\u8bc4\u4f30\uff0c\u5305\u62ec\u53ef\u61c2\u5ea6 MOS\uff08IMOS\uff09\u3001\u76f8\u4f3c\u5ea6 MOS\uff08SMOS\uff09\u548c\u53e3\u97f3 MOS\uff08AMOS\uff09\u3002\u4e3b\u89c2\u6d4b\u8bd5\u7531 23 \u540d\u542c\u4f17\u53c2\u4e0e\uff0c\u6bcf\u4eba\u8bc4\u4ef7 20 \u6761\u6837\u672c\u3002<\/p>\n\n\n\n<p><strong>\u6307\u4ee4\u63a7\u5236\u8bed\u97f3\u5408\u6210:<\/strong>WenetSpeech-Wu-Bench\u5305\u542b\u4e24\u4e2a\u7528\u4e8e\u8bc4\u4f30\u6307\u4ee4\u63a7\u5236\u8bed\u97f3\u5408\u6210\u7684\u6d4b\u8bd5\u96c6\u3002\u5728\u97f5\u5f8b\u63a7\u5236\u6d4b\u8bd5\u96c6\u4e2d\uff0c\u9009\u53d6\u4e86 5 \u6761\u4ee5\u4e2d\u7b49\u8bed\u901f\u548c\u6b63\u5e38\u57fa\u9891\u5f55\u5236\u7684\u8bed\u97f3\u63d0\u793a\uff0c\u5e76\u57fa\u4e8e\u8fd9\u4e9b\u63d0\u793a\u5408\u6210\u4e86 20 \u6761\u53e5\u5b50\uff0c\u901a\u8fc7\u63a7\u5236\u8bed\u901f\u548c\u97f3\u9ad8\u53d8\u5316\u8fdb\u884c\u8bc4\u4f30\u3002\u8bc4\u4f30\u5305\u62ec\u4e24\u4e2a\u5b9e\u9a8c\u6761\u4ef6\uff1a\u5feb\u901f\u8bed\u901f\u4e0e\u9ad8\u97f3\u9ad8\uff0c\u4ee5\u53ca\u6162\u901f\u8bed\u901f\u4e0e\u4f4e\u97f3\u9ad8\u3002\u6240\u6709\u6837\u672c\u901a\u8fc7 Dataspeech \u81ea\u52a8\u6807\u6ce8\u3002\u5f53\u8bed\u901f\u548c\u97f3\u9ad8\u53d8\u5316\u7b26\u5408\u9884\u671f\u6307\u4ee4\u65f6\uff0c\u8be5\u6837\u672c\u8bb0\u4e3a 1 \u5206\uff0c\u5426\u5219\u4e3a 0 \u5206\uff0c\u6700\u7ec8\u901a\u8fc7\u5e73\u5747\u5f97\u5206\u8861\u91cf\u6a21\u578b\u5bf9\u97f5\u5f8b\u6307\u4ee4\u7684\u9075\u5faa\u80fd\u529b\u3002\u60c5\u611f\u63a7\u5236\u6d4b\u8bd5\u96c6\u7528\u4e8e\u8bc4\u4f30\u6a21\u578b\u5bf9\u60c5\u611f\u76f8\u5173\u6307\u4ee4\u7684\u54cd\u5e94\u80fd\u529b\u3002\u6211\u4eec\u9009\u53d6\u4e86 10 \u6761\u4e0d\u5305\u542b\u660e\u663e\u60c5\u611f\u8868\u8fbe\u7684\u53c2\u8003\u63d0\u793a\u8bed\u97f3\uff0c\u5e76\u57fa\u4e8e\u6bcf\u6761\u63d0\u793a\u4e3a\u56db\u79cd\u76ee\u6807\u60c5\u611f\uff08\u6124\u6012\u3001\u60b2\u4f24\u3001\u5feb\u4e50\u3001\u60ca\u8bb6\uff09\u5206\u522b\u5408\u6210 50 \u6761\u8bed\u53e5\u3002\u6837\u672c\u901a\u8fc7 Step-Audio2-Wu-Und \u6a21\u578b\u8fdb\u884c\u8bc4\u4f30\uff0c\u5f53\u9884\u6d4b\u60c5\u611f\u4e0e\u76ee\u6807\u60c5\u611f\u4e00\u81f4\u65f6\u8bb0\u4e3a\u6b63\u786e\uff0c\u5e76\u4ee5\u5e73\u5747\u5206\u7c7b\u51c6\u786e\u7387\u4f5c\u4e3a\u6307\u6807\u3002\u6b64\u5916\uff0c\u8fd8\u5f00\u5c55\u4e86\u4e3b\u89c2\u542c\u6d4b\u5b9e\u9a8c\uff0c\u542c\u4f17\u4ece\u97f5\u5f8b MOS\uff08PMOS\uff09\u548c\u60c5\u611f MOS\uff08EMOS\uff09\u4e24\u4e2a\u7ef4\u5ea6\u5bf9\u8bed\u97f3\u8d28\u91cf\u8fdb\u884c\u8bc4\u5206\u3002\u8be5\u8bc4\u6d4b\u5171\u6709 23 \u540d\u542c\u4f17\u53c2\u4e0e\uff0c\u6bcf\u4eba\u8bc4\u4f30 15 \u6761\u6837\u672c\uff0c\u7528\u4e8e\u7efc\u5408\u5224\u65ad\u5408\u6210\u8bed\u97f3\u5bf9\u6307\u4ee4\u7684\u9075\u5faa\u7a0b\u5ea6\u3002<\/p>\n\n\n\n<h3><strong>\u5b9e<\/strong><strong>\u9a8c<\/strong><\/h3>\n\n\n\n<h4><strong>\u8bed\u97f3\u7406\u89e3<\/strong><\/h4>\n\n\n\n<p><strong>ASR \u6a21\u578b:<\/strong>\u8bc4\u4f30\u5de5\u4f5c\u5728 WenetSpeech-Wu-Bench \u7684 ASR \u6d4b\u8bd5\u96c6\u4ee5\u53ca\u4e24\u4e2a\u5185\u90e8\u4eba\u5de5\u6807\u6ce8\u6d4b\u8bd5\u96c6\u4e0a\u8fdb\u884c\uff0c\u540e\u8005\u6db5\u76d6\u5bf9\u8bdd\u4e0e\u6717\u8bfb\u573a\u666f\uff0c\u4ece\u800c\u80fd\u591f\u5728\u591a\u79cd\u8bf4\u8bdd\u6761\u4ef6\u4e0b\u8fdb\u884c\u5168\u9762\u8bc4\u4f30\u3002<\/p>\n\n\n\n<p>\u5982\u88684\u6240\u793a\uff0c\u73b0\u6709\u5f00\u6e90\u4e0e\u5546\u4e1a ASR \u7cfb\u7edf\u5728\u4e09\u4e2a\u6d4b\u8bd5\u96c6\u4e0a\u7684\u8868\u73b0\u5747\u8f83\u4e3a\u6709\u9650\uff0c\u8868\u660e\u5b83\u4eec\u96be\u4ee5\u6709\u6548\u652f\u6301\u5434\u8bed\u8bc6\u522b\u4efb\u52a1\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u57fa\u4e8e WenetSpeech-Wu \u8bad\u7ec3\u7684\u6a21\u578b\uff08 Conformer-U2pp-Wu\u3001Whisper-medium-Wu\u3001Step-Audio2-Wu-ASR\uff09\u5728\u5404\u4e2a\u89c4\u6a21\u4e0b\u5747\u53d6\u5f97\u4e86\u5f53\u524d\u6700\u4f18\u6027\u80fd\uff0c\u5373\u4fbf\u662f\u89c4\u6a21\u6700\u5c0f\u7684 Conformer-U2pp-Wu\uff0c\u4e5f\u663e\u8457\u4f18\u4e8e\u4ee5\u5f80\u6240\u6709\u7cfb\u7edf\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-5.png\" alt=\"\" class=\"wp-image-30195\" width=\"360\" height=\"478\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-5.png 583w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-5-226x300.png 226w\" sizes=\"(max-width: 360px) 100vw, 360px\" \/><\/figure><\/div>\n\n\n\n<p><strong>\u8bed\u97f3\u7406\u89e3\u6a21\u578b:<\/strong>\u7ed3\u679c\u8868\u660e\uff0c\u5728\u591a\u4efb\u52a1\u5fae\u8c03\u540e\uff0cStep-Audio2-Wu-Und \u7684 ASR \u6027\u80fd\u8f83 Step-Audio2-Wu-ASR \u7565\u6709\u4e0b\u964d\uff0c\u4f46\u4ecd\u4f4d\u5c45\u7b2c\u4e8c\u3002\u5728\u5434\u8bed\u5230\u666e\u901a\u8bdd\u7684 AST \u4efb\u52a1\u4e0a\uff0c\u8be5\u6a21\u578b\u663e\u8457\u4f18\u4e8e\u6240\u6709\u57fa\u7ebf\u6a21\u578b\u3002\u4e0e Step-Audio2-mini \u7684\u5bf9\u6bd4\u8fdb\u4e00\u6b65\u663e\u793a\uff0c\u666e\u901a\u8bdd\u4e0e\u5434\u8bed\u4e4b\u95f4\u5728\u6027\u522b\u3001\u5e74\u9f84\u548c\u60c5\u611f\u9884\u6d4b\u65b9\u9762\u5b58\u5728\u660e\u663e\u9886\u57df\u5dee\u5f02\uff0c\u800c\u6211\u4eec\u7684\u6570\u636e\u6709\u6548\u7f13\u89e3\u4e86\u8fd9\u4e00\u95ee\u9898\u3002\u4e0e Qwen3-Omni \u76f8\u6bd4\uff0c\u6211\u4eec\u7684\u6a21\u578b\u5728\u5e74\u9f84\u548c\u60c5\u611f\u9884\u6d4b\u4efb\u52a1\u4e0a\u8868\u73b0\u51fa\u663e\u8457\u63d0\u5347\uff0c\u800c\u5728\u6027\u522b\u5206\u7c7b\u4efb\u52a1\u4e0a\u7565\u6709\u4e0b\u964d\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-6.png\" alt=\"\" class=\"wp-image-30196\" width=\"433\" height=\"175\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-6.png 568w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-6-300x121.png 300w\" sizes=\"(max-width: 433px) 100vw, 433px\" \/><\/figure><\/div>\n\n\n\n<h4><strong>\u8bed\u97f3\u751f\u6210<\/strong><\/h4>\n\n\n\n<p><strong>TTS \u6a21\u578b\uff1a<\/strong>\u5982\u88686\u6240\u793a\uff0c\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u5206\u9636\u6bb5\u8bad\u7ec3\u7b56\u7565\u663e\u8457\u63d0\u5347\u4e86 CosyVoice2 \u5728\u5434\u8bed\u8bed\u97f3\u5408\u6210\u4efb\u52a1\u4e2d\u7684\u8868\u73b0\u3002CPT \u9636\u6bb5\u5229\u7528\u5927\u89c4\u6a21\u6570\u636e\uff0c\u589e\u5f3a\u4e86\u6a21\u578b\u7684\u57fa\u7840\u80fd\u529b\u548c\u9c81\u68d2\u6027\uff0c\u5c24\u5176\u5728\u590d\u6742\u6837\u672c\u4e0a\u7684\u8868\u73b0\u63d0\u5347\u660e\u663e\u3002SFT \u9636\u6bb5\u8fdb\u4e00\u6b65\u6539\u5584\u4e86\u8bed\u97f3\u7684\u81ea\u7136\u5ea6\u4e0e\u8868\u73b0\u529b\u3002\u6700\u7ec8\uff0c\u5728\u5355\u8bf4\u8bdd\u4eba\u76d1\u7763\u5fae\u8c03\uff08SS-SFT\uff09\u9636\u6bb5\uff0c\u6a21\u578b\u5728 CER\u3001IMOS \u548c AMOS \u7b49\u6307\u6807\u4e0a\u5747\u53d6\u5f97\u6700\u4f73\u7ed3\u679c\u3002\u603b\u4f53\u6765\u770b\uff0cCosyVoice2-Wu-SS \u5728\u591a\u6570\u8bc4\u6d4b\u6307\u6807\u4e0a\u5df2\u63a5\u8fd1\u6216\u8d85\u8fc7\u57fa\u7ebf\u7cfb\u7edf Qwen3-TTS\u3001DiaMoE-TTS \u4ee5\u53ca\u539f\u59cb CosyVoice2\uff0c\u5c24\u5176\u5728\u9ad8\u96be\u5ea6\u8bed\u97f3\u5408\u6210\u4efb\u52a1\u4e2d\u4f18\u52bf\u66f4\u4e3a\u660e\u663e\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"411\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-7-1024x411.png\" alt=\"\" class=\"wp-image-30198\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-7-1024x411.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-7-300x120.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-7-768x308.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-7.png 1168w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u6307\u4ee4\u63a7\u5236 TTS \u6a21\u578b\uff1a<\/strong>\u6307\u4ee4\u63a7\u5236\u8bad\u7ec3\u6570\u636e\u6765\u6e90\u4e8e\u88683\u4e2d\u4ecb\u7ecd\u7684 Inst Pro \u548c Inst Emo \u6570\u636e\u96c6\u3002\u5fae\u8c03\u540e\u7684\u6a21\u578b\u5728 WenetSpeech-Wu-Bench \u4e0a\u6240\u6709\u53ef\u63a7\u6027\u6307\u6807\u5747\u8868\u73b0\u51fa\u660e\u663e\u63d0\u5347\uff0c\u5982\u8868\u6240\u793a\u3002\u4e3b\u89c2\u542c\u611f\u6d4b\u8bd5\u540c\u6837\u9a8c\u8bc1\u4e86\u6a21\u578b\u5728\u97f5\u5f8b\u4e0e\u60c5\u611f\u63a7\u5236\u65b9\u9762\u5177\u6709\u826f\u597d\u7684\u611f\u77e5\u6548\u679c\uff0c\u8fdb\u4e00\u6b65\u8bc1\u660e\u4e86\u6240\u63d0\u51fa\u6570\u636e\u96c6\u4e0e\u65b9\u6cd5\u7684\u6709\u6548\u6027\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-8.png\" alt=\"\" class=\"wp-image-30199\" width=\"418\" height=\"283\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-8.png 568w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/02\/image-8-300x203.png 300w\" sizes=\"(max-width: 418px) 100vw, 418px\" \/><\/figure><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u8bba\u6587\u94fe\u63a5:\u00a0https:\/\/arxiv.org\/pdf\/2601.11027 Demo Page:\u00a0https &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2026\/01\/19\/wenetspeech-wu\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">WenetSpeech-Wu\uff1a\u5f00\u6e90\u5434\u8bed\u8bed\u97f3\u6570\u636e\u96c6<\/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\/30066"}],"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=30066"}],"version-history":[{"count":29,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/30066\/revisions"}],"predecessor-version":[{"id":30200,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/30066\/revisions\/30200"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=30066"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=30066"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=30066"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}