{"id":8130,"date":"2026-06-09T13:49:49","date_gmt":"2026-06-09T05:49:49","guid":{"rendered":"https:\/\/ab123.xyz\/?p=8130"},"modified":"2026-06-09T13:49:49","modified_gmt":"2026-06-09T05:49:49","slug":"whisper-large-v3-%e8%af%ad%e9%9f%b3%e8%af%86%e5%88%ab%ef%bc%9a%e4%b8%93%e4%b8%9a%e7%ba%a7%e8%bd%ac%e5%bd%95%e5%b7%a5%e5%85%b7%e7%9a%84%e9%9d%a9%e6%96%b0%e4%b9%8b%e9%80%89","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=8130","title":{"rendered":"Whisper Large-v3 \u8bed\u97f3\u8bc6\u522b\uff1a\u4e13\u4e1a\u7ea7\u8f6c\u5f55\u5de5\u5177\u7684\u9769\u65b0\u4e4b\u9009"},"content":{"rendered":"<p>\u5728\u4eba\u5de5\u667a\u80fd\u8bed\u97f3\u8bc6\u522b\u9886\u57df\uff0c<strong>Whisper Large-v3 Speech Recognition for Transcription<\/strong> \u6b63\u4ee5\u5353\u8d8a\u7684\u51c6\u786e\u6027\u548c\u591a\u8bed\u8a00\u652f\u6301\u80fd\u529b\uff0c\u6210\u4e3a\u5f00\u53d1\u8005\u548c\u5185\u5bb9\u521b\u4f5c\u8005\u7684\u5fc5\u5907\u5de5\u5177\u3002\u7531 OpenAI \u5f00\u6e90\u7684 Whisper \u7cfb\u5217\u6a21\u578b\u5386\u7ecf\u591a\u6b21\u8fed\u4ee3\uff0cLarge-v3 \u7248\u672c\u5728\u566a\u58f0\u73af\u5883\u4e0b\u7684\u8f6c\u5f55\u8d28\u91cf\u3001\u8bed\u79cd\u8986\u76d6\u8303\u56f4\u548c\u5bf9\u4e13\u4e1a\u672f\u8bed\u7684\u8bc6\u522b\u80fd\u529b\u4e0a\u5747\u6709\u663e\u8457\u63d0\u5347\u3002\u65e0\u8bba\u60a8\u662f\u8fdb\u884c\u64ad\u5ba2\u8f6c\u5199\u3001\u4f1a\u8bae\u8bb0\u5f55\u3001\u5b66\u672f\u7814\u7a76\u8fd8\u662f\u5b57\u5e55\u751f\u6210\uff0c\u8fd9\u6b3e\u6a21\u578b\u90fd\u80fd\u63d0\u4f9b\u63a5\u8fd1\u4eba\u7c7b\u6c34\u5e73\u7684\u8f6c\u5f55\u7ed3\u679c\u3002<\/p>\n<p>\u5b98\u65b9\u7f51\u7ad9\uff1a<a href=\"https:\/\/openai.com\/research\/whisper\" target=\"_blank\">OpenAI Whisper \u5b98\u65b9\u9875\u9762<\/a><\/p>\n<h2>\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4f18\u52bf<\/h2>\n<h3>\u9ad8\u7cbe\u5ea6\u591a\u8bed\u8a00\u8f6c\u5f55<\/h3>\n<p>Whisper Large-v3 \u652f\u6301 99 \u79cd\u4ee5\u4e0a\u8bed\u8a00\u7684\u8bed\u97f3\u8bc6\u522b\uff0c\u5e76\u5728\u82f1\u8bed\u3001\u4e2d\u6587\u3001\u65e5\u8bed\u3001\u897f\u73ed\u7259\u8bed\u7b49\u4e3b\u6d41\u8bed\u79cd\u4e0a\u8fbe\u5230\u6700\u5148\u8fdb\u6c34\u5e73\u3002\u5176\u5185\u7f6e\u7684 Transformer \u67b6\u6784\u901a\u8fc7\u6d77\u91cf\u591a\u8bed\u8a00\u6570\u636e\u8bad\u7ec3\uff0c\u80fd\u591f\u81ea\u52a8\u9002\u5e94\u4e0d\u540c\u53e3\u97f3\u3001\u8bed\u901f\u548c\u80cc\u666f\u566a\u58f0\uff0c\u5927\u5e45\u964d\u4f4e\u9519\u8bef\u7387\u3002<\/p>\n<h3>\u5b9e\u65f6\u4e0e\u6279\u91cf\u5904\u7406\u53cc\u91cd\u6a21\u5f0f<\/h3>\n<p>\u6a21\u578b\u65e2\u53ef\u7528\u4e8e\u5b9e\u65f6\u6d41\u5f0f\u8f6c\u5f55\uff08\u901a\u8fc7\u4f18\u5316\u63a8\u7406\u5f15\u64ce\uff09\uff0c\u4e5f\u652f\u6301\u79bb\u7ebf\u6279\u91cf\u5904\u7406\u957f\u97f3\u9891\u3002\u7ed3\u5408 GPU \u52a0\u901f\uff0c\u6570\u5c0f\u65f6\u7684\u5f55\u97f3\u6587\u4ef6\u53ef\u5728\u51e0\u5206\u949f\u5185\u5b8c\u6210\u8f6c\u5f55\uff0c\u6781\u5927\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n<h3>\u4e30\u5bcc\u7684\u6269\u5c55\u751f\u6001<\/h3>\n<p>\u793e\u533a\u5df2\u56f4\u7ed5 Whisper \u5f00\u53d1\u4e86\u5927\u91cf\u5de5\u5177\uff1a\u5982 <em>faster-whisper<\/em> \u63d0\u4f9b CTranslate2 \u52a0\u901f\uff0c<em>whisperX<\/em> \u652f\u6301\u8bf4\u8bdd\u4eba\u8bc6\u522b\u4e0e\u8bcd\u7ea7\u65f6\u95f4\u6233\u3002\u5f00\u53d1\u8005\u53ef\u901a\u8fc7 Hugging Face\u3001PyPI \u7b49\u5e73\u53f0\u5feb\u901f\u96c6\u6210\u3002<\/p>\n<h2>\u5178\u578b\u5e94\u7528\u573a\u666f<\/h2>\n<ul>\n<li><strong>\u5185\u5bb9\u521b\u4f5c\u4e0e\u5a92\u4f53\u5236\u4f5c\uff1a<\/strong>\u64ad\u5ba2\u526a\u8f91\u3001\u89c6\u9891\u5b57\u5e55\u81ea\u52a8\u751f\u6210\u3001\u8bbf\u8c08\u7a3f\u6574\u7406\uff0c\u8282\u7701\u4eba\u5de5\u542c\u5199\u65f6\u95f4\u3002<\/li>\n<li><strong>\u4f01\u4e1a\u529e\u516c\u4e0e\u4f1a\u8bae\uff1a<\/strong>\u5c06\u4f1a\u8bae\u5f55\u97f3\u8f6c\u4e3a\u53ef\u641c\u7d22\u7684\u6587\u5b57\u7eaa\u8981\uff0c\u652f\u6301\u591a\u8bed\u8a00\u53c2\u4f1a\u8005\u5b9e\u65f6\u7ffb\u8bd1\u5bf9\u7167\u3002<\/li>\n<li><strong>\u533b\u7597\u4e0e\u6cd5\u5f8b\u884c\u4e1a\uff1a<\/strong>\u75c5\u5386\u53e3\u8ff0\u8bb0\u5f55\u3001\u5ead\u5ba1\u8bed\u97f3\u8f6c\u6587\u5b57\uff0c\u9700\u9ad8\u51c6\u786e\u7387\u4e0e\u5408\u89c4\u5b58\u6863\u3002<\/li>\n<li><strong>\u6559\u80b2\u4e0e\u5b66\u672f\u7814\u7a76\uff1a<\/strong>\u8bb2\u5ea7\u3001\u7530\u91ce\u8c03\u67e5\u5f55\u97f3\u7684\u8f6c\u5f55\u4e0e\u5206\u6790\uff0c\u52a9\u529b\u5b9a\u6027\u7814\u7a76\u6570\u636e\u91c7\u96c6\u3002<\/li>\n<li><strong>\u65e0\u969c\u788d\u8f85\u52a9\uff1a<\/strong>\u4e3a\u542c\u969c\u4eba\u58eb\u63d0\u4f9b\u5b9e\u65f6\u5b57\u5e55\uff0c\u63d0\u5347\u4fe1\u606f\u53ef\u53ca\u6027\u3002<\/li>\n<\/ul>\n<h2>\u5982\u4f55\u4f7f\u7528 Whisper Large-v3<\/h2>\n<h3>\u57fa\u4e8e Python \u7684\u5feb\u901f\u90e8\u7f72<\/h3>\n<p>\u9996\u5148\u5b89\u88c5 Whisper \u5e93\uff1a<code>pip install openai-whisper<\/code>\u3002\u7136\u540e\u52a0\u8f7d\u6a21\u578b\u5e76\u8fd0\u884c\u8f6c\u5f55\uff1a<\/p>\n<pre><code>import whisper\nmodel = whisper.load_model(\"large-v3\")\nresult = model.transcribe(\"audio.mp3\")\nprint(result[\"text\"])<\/code><\/pre>\n<h3>\u901a\u8fc7\u56fe\u5f62\u754c\u9762\u5de5\u5177\u4f7f\u7528<\/h3>\n<p>\u5bf9\u4e8e\u975e\u6280\u672f\u4eba\u5458\uff0c\u63a8\u8350\u4f7f\u7528 <em>Buzz<\/em> \u6216 <em>MacWhisper<\/em> \u7b49\u684c\u9762\u5e94\u7528\uff0c\u63d0\u4f9b\u62d6\u62fd\u5f0f\u97f3\u9891\u5904\u7406\uff0c\u65e0\u9700\u7f16\u5199\u4ee3\u7801\u3002\u4f01\u4e1a\u7ea7\u7528\u6237\u53ef\u90e8\u7f72\u57fa\u4e8e Whisper \u7684 API \u670d\u52a1\u3002<\/p>\n<p>\u51ed\u501f\u5f00\u653e\u7684\u5f00\u6e90\u8bb8\u53ef\u548c\u6d3b\u8dc3\u7684\u793e\u533a\u652f\u6301\uff0cWhisper Large-v3 \u6b63\u5728\u91cd\u65b0\u5b9a\u4e49\u8bed\u97f3\u8f6c\u5f55\u7684\u6027\u4ef7\u6bd4\u4e0e\u53ef\u80fd\u6027\u3002\u7acb\u5373\u8bbf\u95ee\u5b98\u7f51\u4f53\u9a8c\u6216\u4e0b\u8f7d\u6a21\u578b\uff0c\u89e3\u9501\u9ad8\u6548\u8f6c\u5f55\u5de5\u4f5c\u6d41\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u4eba\u5de5\u667a\u80fd\u8bed\u97f3\u8bc6\u522b\u9886\u57df\uff0cWhisper Large-v3 Speech Recognition for Tra [&hellip;]<\/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":[1089,10100,10101,4001,1028],"class_list":["post-8130","post","type-post","status-publish","format-standard","hentry","category-4","tag-ai","tag-whisper-large-v3","tag-10101","tag-4001","tag-1028"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8130","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=8130"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8130\/revisions"}],"predecessor-version":[{"id":8131,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8130\/revisions\/8131"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8130"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8130"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8130"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}