{"id":22176,"date":"2026-06-10T13:27:05","date_gmt":"2026-06-10T05:27:05","guid":{"rendered":"https:\/\/ab123.xyz\/?p=22176"},"modified":"2026-06-10T13:27:05","modified_gmt":"2026-06-10T05:27:05","slug":"openai-whisper-%e8%af%ad%e9%9f%b3%e8%af%86%e5%88%ab%e5%87%86%e7%a1%ae%e5%ba%a6%e4%bc%98%e5%8c%96%e5%b7%a5%e5%85%b7-whisperx-%e5%85%a8%e9%9d%a2%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=22176","title":{"rendered":"OpenAI Whisper \u8bed\u97f3\u8bc6\u522b\u51c6\u786e\u5ea6\u4f18\u5316\u5de5\u5177 WhisperX \u5168\u9762\u89e3\u6790"},"content":{"rendered":"

\u5728\u8bed\u97f3\u8bc6\u522b\u9886\u57df\uff0cOpenAI Whisper \u51ed\u501f\u5176\u5f3a\u5927\u7684\u591a\u8bed\u8a00\u80fd\u529b\u548c\u9ad8\u9c81\u68d2\u6027\u6210\u4e3a\u884c\u4e1a\u6807\u6746\u3002\u7136\u800c\uff0c\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u5982\u4f55\u8fdb\u4e00\u6b65\u63d0\u5347 Whisper \u7684\u51c6\u786e\u5ea6\u4e0e\u5904\u7406\u6548\u7387\u4f9d\u7136\u662f\u5f00\u53d1\u8005\u5173\u6ce8\u7684\u6838\u5fc3\u3002WhisperX \u4f5c\u4e3a\u4e00\u6b3e\u4e13\u4e3a Whisper \u8bbe\u8ba1\u7684\u4f18\u5316\u5de5\u5177\uff0c\u901a\u8fc7\u5bf9\u9f50\u3001\u5206\u5272\u548c\u52a0\u901f\u6280\u672f\uff0c\u663e\u8457\u63d0\u5347\u4e86\u8bed\u97f3\u8f6c\u6587\u5b57\u7684\u7cbe\u5ea6\u4e0e\u901f\u5ea6\u3002\u8bbf\u95ee\u5176 \u5b98\u65b9\u7f51\u7ad9<\/a> \u83b7\u53d6\u6700\u65b0\u7248\u672c\u4e0e\u6587\u6863\u3002<\/p>\n

\u6838\u5fc3\u529f\u80fd\u4e0e\u4f18\u52bf<\/h2>\n

\u8bcd\u7ea7\u65f6\u95f4\u6233\u4e0e\u5bf9\u9f50<\/h3>\n

WhisperX \u5229\u7528 wav2vec2 \u6a21\u578b\u5bf9 Whisper \u8f93\u51fa\u7684\u6587\u672c\u8fdb\u884c\u5f3a\u5236\u5bf9\u9f50\uff0c\u751f\u6210\u7cbe\u786e\u5230\u5355\u8bcd\u7ea7\u522b\u7684\u65f6\u95f4\u6233\u3002\u8fd9\u4e00\u529f\u80fd\u5927\u5e45\u51cf\u5c11\u4e86\u91cd\u590d\u8bcd\u548c\u6f0f\u8bcd\u73b0\u8c61\uff0c\u5c24\u5176\u9002\u5408\u5904\u7406\u5608\u6742\u73af\u5883\u4e2d\u7684\u8bed\u97f3\u6570\u636e\u3002<\/p>\n

\u8bed\u97f3\u6d3b\u52a8\u68c0\u6d4b\uff08VAD\uff09\u9884\u5904\u7406<\/h3>\n

\u901a\u8fc7\u96c6\u6210 Silero VAD\uff0cWhisperX \u5728\u8f6c\u5f55\u524d\u81ea\u52a8\u5254\u9664\u9759\u97f3\u7247\u6bb5\uff0c\u907f\u514d\u6a21\u578b\u5c06\u80cc\u666f\u566a\u58f0\u8bef\u8bc6\u522b\u4e3a\u8bed\u97f3\u5185\u5bb9\u3002\u5b9e\u6d4b\u8868\u660e\uff0c\u8be5\u4f18\u5316\u53ef\u5c06\u9519\u8bef\u7387\u964d\u4f4e\u7ea6 30%\u3002<\/p>\n

\u6279\u91cf\u63a8\u7406\u4e0e GPU \u52a0\u901f<\/h3>\n

\u652f\u6301\u6279\u5904\u7406\u6a21\u5f0f\u548c\u534a\u7cbe\u5ea6\u6d6e\u70b9\u8fd0\u7b97\uff0c\u5728\u4fdd\u8bc1\u51c6\u786e\u7387\u7684\u524d\u63d0\u4e0b\uff0c\u8f6c\u5f55\u901f\u5ea6\u76f8\u6bd4\u539f\u751f Whisper \u63d0\u5347 3-5 \u500d\uff0c\u9002\u5408\u5927\u89c4\u6a21\u97f3\u9891\u5904\u7406\u573a\u666f\u3002<\/p>\n

\u5178\u578b\u5e94\u7528\u573a\u666f<\/h2>\n
    \n
  • \u4f1a\u8bae\u7eaa\u8981\u81ea\u52a8\u751f\u6210<\/strong>\uff1a\u7ed3\u5408\u8bcd\u7ea7\u65f6\u95f4\u6233\uff0c\u5feb\u901f\u5b9a\u4f4d\u53d1\u8a00\u4eba\u8bb2\u8bdd\u8282\u70b9\uff0c\u751f\u6210\u5e26\u65f6\u95f4\u6807\u8bb0\u7684\u4f1a\u8bae\u8bb0\u5f55\u3002<\/li>\n
  • \u89c6\u9891\u5b57\u5e55\u5236\u4f5c<\/strong>\uff1aVAD \u9884\u5904\u7406\u53bb\u9664\u5197\u4f59\u7247\u6bb5\uff0c\u6279\u91cf\u751f\u6210\u9ad8\u7cbe\u5ea6\u5b57\u5e55\u6587\u4ef6\uff08SRT\/VTT\uff09\u3002<\/li>\n
  • \u8bed\u97f3\u641c\u7d22\u4e0e\u5206\u6790<\/strong>\uff1a\u4f01\u4e1a\u53ef\u5c06\u5ba2\u6237\u901a\u8bdd\u5f55\u97f3\u8f6c\u4e3a\u7ed3\u6784\u5316\u6587\u672c\uff0c\u7528\u4e8e\u610f\u56fe\u8bc6\u522b\u4e0e\u60c5\u611f\u5206\u6790\u3002<\/li>\n<\/ul>\n

    \u5982\u4f55\u4f7f\u7528 WhisperX<\/h2>\n

    \u5b89\u88c5\u4e0e\u914d\u7f6e<\/h3>\n

    \u901a\u8fc7 pip \u5b89\u88c5\uff1apip install whisperx<\/code>\u3002\u9700\u9884\u5148\u5b89\u88c5 PyTorch \u548c CUDA\uff08\u53ef\u9009 GPU \u52a0\u901f\uff09\u3002<\/p>\n

    \u57fa\u7840\u8f6c\u5f55\u547d\u4ee4<\/h3>\n

    \u793a\u4f8b\uff1awhisperx audio.mp3 --model large-v3 --align_model wav2vec2-large-voxrex<\/code>\u3002\u53c2\u6570\u53ef\u6307\u5b9a\u8bed\u8a00\u3001\u6279\u5904\u7406\u5927\u5c0f\u53ca\u8bbe\u5907\u3002<\/p>\n

    \u8fdb\u9636\u4f18\u5316\u6280\u5de7<\/h3>\n
      \n
    • \u5bf9\u4e8e\u4f4e\u4fe1\u566a\u6bd4\u97f3\u9891\uff0c\u542f\u7528 --vad_filter True<\/code> \u81ea\u52a8\u964d\u566a\u3002<\/li>\n
    • \u7ed3\u5408 --compute_duration<\/code> \u9884\u4f30\u5904\u7406\u65f6\u95f4\uff0c\u52a8\u6001\u8c03\u6574\u6279\u6b21\u5927\u5c0f\u3002<\/li>\n
    • \u4f7f\u7528 --segment_resolution<\/code> \u63a7\u5236\u8f93\u51fa\u7247\u6bb5\u7c92\u5ea6\uff0c\u5e73\u8861\u901f\u5ea6\u4e0e\u7cbe\u5ea6\u3002<\/li>\n<\/ul>\n

      \u6ce8\u610f\u4e8b\u9879\u4e0e\u5c40\u9650<\/h2>\n

      WhisperX \u867d\u663e\u8457\u4f18\u5316\u4e86\u51c6\u786e\u5ea6\uff0c\u4f46\u5728\u6781\u7aef\u566a\u58f0\u6216\u975e\u6807\u51c6\u53e3\u97f3\u60c5\u51b5\u4e0b\u4ecd\u53ef\u80fd\u4ea7\u751f\u504f\u5dee\u3002\u5efa\u8bae\u914d\u5408\u8bed\u8a00\u6a21\u578b\u5fae\u8c03\u6216\u81ea\u5b9a\u4e49\u70ed\u8bcd\u5217\u8868\u8fdb\u4e00\u6b65\u63d0\u5347\u8868\u73b0\u3002\u540c\u65f6\uff0c\u8be5\u5de5\u5177\u76ee\u524d\u4e3b\u8981\u652f\u6301\u82f1\u8bed\u548c\u90e8\u5206\u6b27\u6d32\u8bed\u8a00\uff0c\u4e2d\u6587\u652f\u6301\u4ecd\u5728\u5b8c\u5584\u4e2d\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

      \u5728\u8bed\u97f3\u8bc6\u522b\u9886\u57df\uff0cOpenAI Whisper \u51ed\u501f\u5176\u5f3a\u5927\u7684\u591a\u8bed\u8a00\u80fd\u529b\u548c\u9ad8\u9c81\u68d2\u6027\u6210\u4e3a\u884c\u4e1a\u6807\u6746\u3002\u7136\u800c\uff0c\u5728\u5b9e\u9645\u5e94\u7528\u4e2d […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[10493,6987,25407,25408,2416],"class_list":["post-22176","post","type-post","status-publish","format-standard","hentry","category-4","tag-gpu","tag-openai-whisper","tag-whisperx","tag-25408","tag-2416"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/22176","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=22176"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/22176\/revisions"}],"predecessor-version":[{"id":22177,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/22176\/revisions\/22177"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=22176"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=22176"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=22176"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}