{"id":17933,"date":"2024-08-22T11:20:13","date_gmt":"2024-08-22T03:20:13","guid":{"rendered":"http:\/\/139.9.1.231\/?p=17933"},"modified":"2024-08-22T11:20:15","modified_gmt":"2024-08-22T03:20:15","slug":"audiopalm","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2024\/08\/22\/audiopalm\/","title":{"rendered":"AudioPaLM-\u53ef\u4ee5\u542c\u8bf4\u7684\u5927\u6a21\u578b"},"content":{"rendered":"\n<p>          AudioPaLM\uff0c\u4e00\u4e2a\u7528\u4e8e\u8bed\u97f3\u7406\u89e3\u548c\u751f\u6210\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3002AudioPaLM\u878d\u5408\u4e86\u57fa\u4e8e\u6587\u672c\u548c\u57fa\u4e8e\u8bed\u97f3\u7684\u8bed\u8a00\u6a21\u578b\uff0c\u5c06PaLM-2\u548cAudioLM\u96c6\u6210\u5230\u4e00\u4e2a\u7edf\u4e00\u7684\u591a\u6a21\u5f0f\u67b6\u6784\u4e2d\uff0c\u8be5\u67b6\u6784\u53ef\u4ee5\u5904\u7406\u548c\u751f\u6210\u6587\u672c\u548c\u8bed\u97f3\uff0c\u53ef\u4ee5\u5b9e\u73b0\u5305\u62ec\u8bed\u97f3\u8bc6\u522b\u548c\u8bed\u97f3\u5230\u8bed\u97f3\u7ffb\u8bd1\u3002AudioPaLM\u7ee7\u627f\u4e86AudioLM\u4fdd\u7559\u8bf4\u8bdd\u4eba\u8eab\u4efd\u548c\u8bed\u8c03\u7b49\u975e\u8bed\u8a00\u4fe1\u606f\u7684\u80fd\u529b\uff0c\u4ee5\u53ca\u4ec5\u5b58\u5728\u4e8ePaLM-2\u7b49\u6587\u672c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4e2d\u7684\u8bed\u8a00\u77e5\u8bc6\u3002\u6211\u4eec\u8bc1\u660e\uff0c<strong>\u4f7f\u7528\u7eaf\u6587\u672c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u6743\u91cd\u521d\u59cb\u5316AudioPaLM\u53ef\u4ee5\u6539\u5584\u8bed\u97f3\u5904\u7406\uff0c\u6210\u529f\u5730\u5229\u7528\u9884\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7684\u5927\u91cf\u6587\u672c\u8bad\u7ec3\u6570\u636e\u6765\u5e2e\u52a9\u8bed\u97f3\u4efb\u52a1<\/strong>\u3002 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AudioPaLM\u7684<strong>\u6838\u5fc3\u662f\u4e00\u4e2a\u8054\u5408\u8bcd\u6c47\u8868<\/strong>\uff0c\u5b83\u53ef\u4ee5\u7528\u6709\u9650\u6570\u91cf\u7684\u79bb\u6563tokrn\u6765\u8868\u793a\u8bed\u97f3\u548c\u6587\u672c\uff0c\u7ed3\u5408\u4efb\u52a1\u7684\u57fa\u672c\u6807\u8bb0\u63cf\u8ff0\uff0c\u5141\u8bb8\u5728\u6d89\u53ca\u4efb\u610f\u4ea4\u7ec7\u7684\u8bed\u97f3\u548c\u6587\u672c\u7684\u6df7\u5408\u4efb\u52a1\u4e0a\u8bad\u7ec3\u5355\u4e2a\u4ec5\u89e3\u7801\u5668\u6a21\u578b\u3002\u8fd9\u5305\u62ec\u8bed\u97f3\u8bc6\u522b\u3001\u6587\u672c\u5230\u8bed\u97f3\u5408\u6210\u548c\u8bed\u97f3\u5230\u8bed\u97f3\u7ffb\u8bd1\uff0c\u5c06\u4f20\u7edf\u4e0a\u7531\u5f02\u6784\u6a21\u578b\u89e3\u51b3\u7684\u4efb\u52a1\u7edf\u4e00\u5230\u5355\u4e2a\u67b6\u6784\u548c\u8bad\u7ec3\u8fd0\u884c\u4e2d\u3002\u6b64\u5916\uff0c\u7531\u4e8eAudioPaLM\u7684\u5e95\u5c42\u67b6\u6784\u662f\u5927\u578bTransformer\u6a21\u578b\uff0c\u56e0\u6b64\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5728\u6587\u672c\u4e0a\u9884\u8bad\u7ec3\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u6743\u91cd\u6765\u521d\u59cb\u5316\u5176\u6743\u91cd\uff0c\u8fd9\u5141\u8bb8\u5176\u53d7\u76ca\u4e8e\u8bf8\u5982PaLM\u7684\u6a21\u578b\u7684\u8bed\u8a00\u548c\u5e38\u8bc6\u77e5\u8bc6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"868\" height=\"238\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/08\/image-91.png\" alt=\"\" class=\"wp-image-17947\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/08\/image-91.png 868w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/08\/image-91-300x82.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/08\/image-91-768x211.png 768w\" sizes=\"(max-width: 868px) 100vw, 868px\" \/><\/figure>\n\n\n\n<p>\u56fe1\uff1aAudioPaLM\u6a21\u578b\uff0c\u4ee5\u8bed\u97f3\u5230\u8bed\u97f3\u7ffb\u8bd1\u548c\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\u4e3a\u4f8b\u3002\u6211\u4eec\u91c7\u7528\u4e00\u4e2a\u9884\u8bad\u7ec3\u7684\u7eaf\u6587\u672c\u6a21\u578b\uff08\u865a\u7ebf\uff09\uff0c\u5e76\u6269\u5c55\u5176\u5d4c\u5165\u77e9\u9635\u6765\u5efa\u6a21\u4e00\u7ec4\u65b0\u7684\u97f3\u9891\u4ee4\u724c\uff0c\u8fd9\u91cc\u7684token\u57fa\u4e8ew2v-BERT 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\u4f7f\u7528\u6700\u8fd1\u63d0\u51fa\u7684SoundStorm\u6a21\u578b\u3002<strong>\u5728\u8fd9\u4e24\u79cd\u60c5\u51b5\u4e0b\uff0c\u97f3\u9891\u4ee4\u724c\u9996\u5148\u7528\u4e8e\u751f\u6210\u58f0\u97f3\u6d41\u4ee4\u724c\uff0c\u7136\u540e\u7528\u5377\u79ef\u89e3\u7801\u5668\u5c06\u5176\u8f6c\u6362\u4e3a\u97f3\u9891\u6ce2\u5f62\u3002<\/strong><\/p>\n\n\n\n<p>      AudioLM\u4e2d\u7684\u58f0\u5b66\u751f\u6210\u5206\u4e24\u4e2a\u9636\u6bb5\u8fdb\u884c\uff1a<strong>\u5148\u5c06\u97f3\u9891token\u58f0\u97f3\u6d41\u4ee4\u724c\uff0c\u7136\u540e\u518d\u5728\u5408\u6210\u8bed\u97f3<\/strong>\uff1a<strong>\u201c\u9636\u6bb52\u201d\u662f\u4ec5\u89e3\u7801\u5668\u7684Transformer\u6a21\u578b\uff0c\u5176\u5c06AudioPaLM\u4ea7\u751f\u7684\u97f3\u9891\u4ee4\u724c\u548c\u8bed\u97f3\u8c03\u8282\u4f5c\u4e3a\u8f93\u5165\uff0c\u5e76\u751f\u6210SoundStream\u4ee4\u724c\uff0c\u5176\u53ef\u7528\u4e8e\u4ee5\u6240\u9700\u8bed\u97f3\u5b9e\u73b0\u8bed\u97f3\uff0c\u4f46\u6bd4\u7279\u7387\u975e\u5e38\u4f4e\u3002\u201c\u9636\u6bb53\u201d\u91cd\u5efaSoundStream\u7684\u6b8b\u5dee\u77e2\u91cf\u91cf\u5316\u5668\u7684\u66f4\u9ad8\u7ea7\u522b\uff0c\u8fd9\u589e\u52a0\u4e86\u6bd4\u7279\u7387\u5e76\u63d0\u9ad8\u4e86\u97f3\u9891\u8d28\u91cf\u3002<\/strong><\/p>\n\n\n\n<p>     <strong>SoundStorm\u63d0\u51fa\u4e86\u4e00\u79cd\u66ff\u4ee3\u7684\u975e\u81ea\u56de\u5f52\u89e3\u7801\u65b9\u6848\uff0c\u8be5\u65b9\u6848\u5e94\u7528\u4e86\u4e00\u79cd\u8fed\u4ee3\u65b9\u6cd5\uff0c\u8be5\u65b9\u6cd5\u5728\u6240\u6709\u4ee4\u724c\u4e0a\u5e76\u884c\u8fdb\u884c\u3002SoundStorm\u4ea7\u751f\u7684\u97f3\u9891\u8d28\u91cf\u4e0eAudioLM\u76f8\u540c\uff0c\u4f46\u5728\u8bed\u97f3\u548c\u58f0\u5b66\u6761\u4ef6\u65b9\u9762\u5177\u6709\u66f4\u9ad8\u7684\u4e00\u81f4\u6027\uff0c\u540c\u65f6\u901f\u5ea6\u5feb\u4e86\u4e24\u4e2a\u6570\u91cf\u7ea7\u3002<\/strong><\/p>\n\n\n\n<p>   \u901a\u8fc7\u63d0\u4f9b\u539f\u59cb\u8f93\u5165\u8bed\u97f3\u7684\u4e00\u90e8\u5206\u4f5c\u4e3a\u8bed\u97f3\u8c03\u8282\uff0c\u8be5\u6a21\u578b\u80fd\u591f\u5728\u5c06\u5176\u8bed\u97f3\u7ffb\u8bd1\u4e3a\u4e0d\u540c\u8bed\u8a00\u65f6\u4fdd\u7559\u539f\u59cb\u8bf4\u8bdd\u8005\u7684\u8bed\u3002<\/p>\n\n\n\n<h3>\u5b9e\u9a8c<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"850\" height=\"238\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/08\/image-92.png\" alt=\"\" class=\"wp-image-18030\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/08\/image-92.png 850w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/08\/image-92-300x84.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/08\/image-92-768x215.png 768w\" sizes=\"(max-width: 850px) 100vw, 850px\" \/><\/figure>\n\n\n\n<p>       \u7531\u4e8e AudioPaLM \u662f\u57fa\u4e8e Transformer \u6a21\u578b\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u5b83\u53ef\u4ee5\u4f7f\u7528\u57fa\u7840\u7684\u6587\u672c\u9884\u8bad\u7ec3\u6a21\u578b\u6765\u521d\u59cb\u5316\u6743\u91cd\uff0c\u4ece\u800c\u53d7\u76ca\u4e8e PaLM \u6216 PaLM 2 \u7b49\u6a21\u578b\u7684\u8bed\u8a00\u548c\u5e38\u8bc6\u77e5\u8bc6\u3002\u7531\u4e8e\u7edf\u4e00\u7684\u591a\u6a21\u6001\u67b6\u6784\uff0cAudioPaLM \u80fd\u591f\u4f7f\u7528\u76f4\u63a5\u6620\u5c04\u6216\u7ec4\u5408\u4efb\u52a1\u7684\u65b9\u5f0f\u6765\u89e3\u51b3\u8bed\u97f3\u8bc6\u522b\u3001\u8bed\u97f3\u5408\u6210\u548c\u8bed\u97f3\u7ffb\u8bd1\u7b49\u95ee\u9898\u3002\u5355\u4e00\u4efb\u52a1\u5305\u62ec\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\uff08ASR\uff09\u3001\u81ea\u52a8\u8bed\u97f3\u7ffb\u8bd1\uff08AST\uff09\u3001\u8bed\u97f3\u5230\u8bed\u97f3\u7ffb\u8bd1\uff08S2ST\uff09\u3001\u6587\u672c\u5230\u8bed\u97f3\uff08TTS\uff09\u548c\u6587\u672c\u5230\u6587\u672c\u673a\u5668\u7ffb\u8bd1\uff08MT\uff09\u7b49\u3002\u4e3a\u4e86\u6307\u5b9a\u6a21\u578b\u5728\u7ed9\u5b9a\u8f93\u5165\u4e0a\u6267\u884c\u7684\u4efb\u52a1\uff0c\u53ef\u4ee5\u5728\u8f93\u5165\u524d\u52a0\u4e0a\u6807\u7b7e\uff0c\u6307\u5b9a\u4efb\u52a1\u548c\u8f93\u5165\u8bed\u8a00\u7684\u82f1\u6587\u540d\u79f0\uff0c\u8f93\u51fa\u8bed\u8a00\u4e5f\u53ef\u4ee5\u9009\u62e9\u52a0\u4e0a\u3002\u4f8b\u5982\uff0c[ASR French]\u8868\u793a\u6267\u884c\u6cd5\u8bed\u7684\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\u4efb\u52a1\uff0c[TTS English]\u8868\u793a\u6267\u884c\u82f1\u8bed\u7684\u6587\u672c\u5230\u8bed\u97f3\u4efb\u52a1\uff0c[S2ST English French]\u8868\u793a\u6267\u884c\u4ece\u82f1\u8bed\u5230\u6cd5\u8bed\u7684\u8bed\u97f3\u5230\u8bed\u97f3\u7ffb\u8bd1\u4efb\u52a1\uff0c\u800c\u7ec4\u5408\u4efb\u52a1\u7684\u6807\u7b7e[ASR AST S2ST English French]\u8868\u793a\u4f9d\u6b21\u8fdb\u884c\u4ece\u82f1\u8bed\u5230\u6cd5\u8bed\u7684\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\u3001\u81ea\u52a8\u8bed\u97f3\u7ffb\u8bd1\u3001\u8bed\u97f3\u5230\u8bed\u97f3\u7ffb\u8bd1\u3002\u5fae\u8c03\u4f7f\u7528\u7684\u6570\u636e\u96c6\u5305\u542b\u97f3\u9891\u3001\u97f3\u9891\u7684\u8f6c\u5f55\u3001\u97f3\u9891\u7684\u7ffb\u8bd1\u3001\u97f3\u9891\u7684\u7ffb\u8bd1\u6587\u672c\u7b49\u3002\u4e00\u4e2a\u6570\u636e\u96c6\u53ef\u4ee5\u7528\u4e8e\u591a\u4e2a\u4efb\u52a1\uff0c\u5c06\u540c\u4e00\u6570\u636e\u96c6\u4e2d\u7684\u591a\u4e2a\u4efb\u52a1\u7ed3\u5408\u8d77\u6765\u53ef\u4ee5\u63d0\u9ad8\u6027\u80fd\u3002<\/p>\n\n\n\n<p>       AudioPaLM \u5728\u8bed\u97f3\u7ffb\u8bd1\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5c55\u793a\u4e86\u6700\u5148\u8fdb\u7684\u7ed3\u679c\uff0c\u5e76\u5728\u8bed\u97f3\u8bc6\u522b\u4efb\u52a1\u4e0a\u8868\u73b0\u51fa\u7ade\u4e89\u6027\u80fd\u3002\u5229\u7528 AudioLM \u7684\u8bed\u97f3\u63d0\u793a\uff0c\u8be5\u6a21\u578b\u8fd8\u53ef\u4ee5\u5bf9\u672a\u89c1\u8fc7\u7684\u8bb2\u8bdd\u8005\u8fdb\u884c S2ST\uff0c\u8d85\u8d8a\u73b0\u6709\u65b9\u6cd5\uff0c\u4ee5\u5ba2\u89c2\u548c\u4e3b\u89c2\u8bc4\u4f30\u7684\u65b9\u5f0f\u8861\u91cf\u8bed\u97f3\u8d28\u91cf\u548c\u58f0\u97f3\u4fdd\u6301\u3002\u53e6\u5916\uff0c\u8be5\u6a21\u578b\u5c55\u793a\u4e86<a rel=\"noreferrer noopener\" href=\"https:\/\/www.zhihu.com\/search?q=%E9%9B%B6%E6%A0%B7%E6%9C%AC%E8%BF%81%E7%A7%BB&amp;search_source=Entity&amp;hybrid_search_source=Entity&amp;hybrid_search_extra=%7B%22sourceType%22%3A%22article%22%2C%22sourceId%22%3A639439671%7D\" target=\"_blank\">\u96f6\u6837\u672c\u8fc1\u79fb<\/a>\u7684\u80fd\u529b\uff0c\u53ef\u4ee5\u4f7f\u7528\u8bad\u7ec3\u4e2d\u672a\u66fe\u51fa\u73b0\u8fc7\u7684\u8bed\u97f3\u8f93\u5165\/\u76ee\u6807\u8bed\u8a00\u7ec4\u5408\u8fdb\u884c AST\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AudioPaLM\uff0c\u4e00\u4e2a\u7528\u4e8e\u8bed\u97f3\u7406\u89e3\u548c\u751f\u6210\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3002AudioPaLM\u878d\u5408\u4e86\u57fa\u4e8e\u6587\u672c\u548c\u57fa\u4e8e\u8bed\u97f3\u7684\u8bed\u8a00\u6a21\u578b &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2024\/08\/22\/audiopalm\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">AudioPaLM-\u53ef\u4ee5\u542c\u8bf4\u7684\u5927\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":[21,4,38,34],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/17933"}],"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=17933"}],"version-history":[{"count":96,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/17933\/revisions"}],"predecessor-version":[{"id":18032,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/17933\/revisions\/18032"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=17933"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=17933"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=17933"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}