{"id":15779,"date":"2024-07-06T12:40:29","date_gmt":"2024-07-06T04:40:29","guid":{"rendered":"http:\/\/139.9.1.231\/?p=15779"},"modified":"2024-07-06T12:40:30","modified_gmt":"2024-07-06T04:40:30","slug":"funaudiollm","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2024\/07\/06\/funaudiollm\/","title":{"rendered":"FunAudioLLM &#8211;\u963f\u91cc\u901a\u4e49\u97f3\u9891\u751f\u6210\u5927\u6a21\u578b"},"content":{"rendered":"\n<p class=\"has-light-gray-background-color has-background\">FunAudioLLM\uff1a<strong>https:\/\/github.com\/FunAudioLLM<\/strong><br>CosyVoice\u5f00\u6e90\u4ed3\u5e93\uff1ahttps:\/\/github.com\/FunAudioLLM\/CosyVoice<br>CosyVoice\u5728\u7ebf\u4f53\u9a8c\uff1ahttps:\/\/www.modelscope.cn\/studios\/iic\/CosyVoice-300M<br>SenseVoice\u5f00\u6e90\u4ed3\u5e93\uff1ahttps:\/\/github.com\/FunAudioLLM\/SenseVoice<br>SenseVoice\u5728\u7ebf\u4f53\u9a8c\uff1ahttps:\/\/www.modelscope.cn\/studios\/iic\/SenseVoice<\/p>\n\n\n\n<p>         \u4eba\u7c7b\u5bf9\u81ea\u8eab\u7684\u7814\u7a76\u548c\u6a21\u4eff\u7531\u6765\u5df2\u4e45\uff0c\u5728\u6211\u56fd2000\u591a\u5e74\u524d\u7684\u300a\u5217\u5b50\u00b7\u6c64\u95ee\u300b\u91cc\u5c31\u63cf\u8ff0\u4e86\u6709\u80fd\u5de5\u5de7\u5320\u5236\u4f5c\u51fa\u4f1a\u8bf4\u8bdd\u4f1a\u821e\u52a8\u7684\u7c7b\u4eba\u673a\u5668\u4eba\u7684\u6545\u4e8b\u3002\u58f0\u97f3\u5305\u542b\u4e30\u5bcc\u7684\u4e2a\u4f53\u7279\u5f81\u53ca\u60c5\u611f\u60c5\u7eea\u4fe1\u606f\uff0c\u5bf9\u8bdd\u4f5c\u4e3a\u4eba\u7c7b\u6700\u5e38\u4f7f\u7528\u4eb2\u5207\u81ea\u7136\u7684\u4ea4\u4e92\u6a21\u5f0f\uff0c\u662f\u8fde\u63a5\u4eba\u4e0e\u667a\u80fd\u4e16\u754c\u81f3\u5173\u91cd\u8981\u7684\u73af\u8282\u3002\u8fd1\u65e5\uff0c\u963f\u91cc\u901a\u4e49\u5b9e\u9a8c\u5ba4\u53d1\u5e03\u5e76\u5f00\u6e90\u4e86\u8bed\u97f3\u5927\u6a21\u578b\u9879\u76ee<strong><a href=\"https:\/\/mp.weixin.qq.com\/s\/oO5Gy-MwDNVl_j5Zt9vkyg\" target=\"_blank\" rel=\"noreferrer noopener\">FunAudioLLM<\/a><\/strong>\uff0c\u65e8\u5728\u6df1\u5316\u4eba\u7c7b\u4e0e\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u4e4b\u95f4\u7684\u81ea\u7136\u8bed\u97f3\u4ea4\u4e92\u4f53\u9a8c\u3002\u8fd9\u4e00\u6846\u67b6\u7684\u6838\u5fc3\u662f\u4e24\u4e2a\u521b\u65b0\u6a21\u578b\uff1a<strong>SenseVoice<\/strong>\u548c<strong>CosyVoice<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"260\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-3-1024x260.png\" alt=\"\" class=\"wp-image-15782\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-3-1024x260.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-3-300x76.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-3-768x195.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-3.png 1120w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-light-pink-background-color has-background\"><strong>CosyVoice\u3010TTS\u3011\u00a0<\/strong>\u81f4\u529b\u4e8e<strong>\u81ea\u7136\u8bed\u97f3\u751f\u6210\uff0c\u652f\u6301\u591a\u8bed\u8a00\u3001\u97f3\u8272\u548c\u60c5\u611f\u63a7\u5236<\/strong>\uff0c\u5728\u591a\u8bed\u8a00\u8bed\u97f3\u751f\u6210\u3001\u96f6\u6837\u672c\u8bed\u97f3\u751f\u6210\u3001\u8de8\u8bed\u8a00\u58f0\u97f3\u5408\u6210\u548c\u6307\u4ee4\u6267\u884c\u80fd\u529b\u65b9\u9762\u8868\u73b0\u5353\u8d8a\u3002<\/p>\n\n\n\n<ul><li>\u591a\u8bed\u8a00\u5408\u6210\uff1a\u91c7\u7528\u4e86\u603b\u5171\u8d8515\u4e07\u5c0f\u65f6\u7684\u6570\u636e\u8bad\u7ec3\uff0c\u652f\u6301\u4e2d\u82f1\u65e5\u7ca4\u97e95\u79cd\u8bed\u8a00\u7684\u5408\u6210\uff0c\u5408\u6210\u6548\u679c\u663e\u8457\u4f18\u4e8e\u4f20\u7edf\u8bed\u97f3\u5408\u6210\u6a21\u578b\u3002<\/li><li>\u6781\u901f\u97f3\u8272\u6a21\u62df\uff1a\u4ec5\u9700\u89813~10s\u7684\u539f\u59cb\u97f3\u9891\uff0c\u5373\u53ef\u751f\u6210\u6a21\u62df\u97f3\u8272\uff0c\u751a\u81f3\u5305\u62ec\u97f5\u5f8b\u3001\u60c5\u611f\u7b49\u7ec6\u8282\u3002\u5728\u8de8\u8bed\u79cd\u7684\u8bed\u97f3\u5408\u6210\u4e2d\uff0c\u4e5f\u6709\u4e0d\u4fd7\u7684\u8868\u73b0\u3002<\/li><li>\u5bcc\u6587\u672c\u6216\u81ea\u7136\u8bed\u8a00\u7684\u7ec6\u7c92\u5ea6\u63a7\u5236\uff1a\u652f\u6301\u4ee5\u5bcc\u6587\u672c\u6216\u81ea\u7136\u8bed\u8a00\u7684\u5f62\u5f0f\uff0c\u5bf9\u5408\u6210\u8bed\u97f3\u7684\u60c5\u611f\u3001\u97f5\u5f8b\u8fdb\u884c\u7ec6\u7c92\u5ea6\u7684\u63a7\u5236\uff0c\u5408\u6210\u97f3\u9891\u5728\u60c5\u611f\u8868\u73b0\u529b\u4e0a\u5f97\u5230\u660e\u663e\u63d0\u5347\u3002<\/li><\/ul>\n\n\n\n<p class=\"has-light-pink-background-color has-background\"><strong>SenseVoice\u00a0<\/strong>\u5219\u4e13\u6ce8\u4e8e\u9ad8\u7cbe\u5ea6\u591a\u8bed\u8a00\u8bed\u97f3\u8bc6\u522bASR\u3001\u60c5\u611f\u8fa8\u8bc6\u548c\u97f3\u9891\u4e8b\u4ef6\u68c0\u6d4b\u3002<\/p>\n\n\n\n<ul><li>\u591a\u8bed\u8a00\u8bc6\u522b\uff1a\u91c7\u7528\u8d85\u8fc740\u4e07\u5c0f\u65f6\u6570\u636e\u8bad\u7ec3\uff0c\u652f\u6301\u8d85\u8fc750\u79cd\u8bed\u8a00\uff0c\u8bc6\u522b\u6548\u679c\u4e0a\u4f18\u4e8eWhisper\u6a21\u578b\uff0c\u4e2d\u6587\u4e0e\u7ca4\u8bed\u4e0a\u63d0\u534750%\u4ee5\u4e0a\u3002<\/li><li>\u5bcc\u6587\u672c\u8bc6\u522b\uff1a<ul><li>\u5177\u5907\u4f18\u79c0\u7684\u60c5\u611f\u8bc6\u522b\uff0c\u80fd\u591f\u5728\u6d4b\u8bd5\u6570\u636e\u4e0a\u8fbe\u5230\u548c\u8d85\u8fc7\u76ee\u524d\u6700\u4f73\u60c5\u611f\u8bc6\u522b\u6a21\u578b\u7684\u6548\u679c\u3002<\/li><li>\u652f\u6301\u58f0\u97f3\u4e8b\u4ef6\u68c0\u6d4b\u80fd\u529b\uff0c\u652f\u6301\u97f3\u4e50\u3001\u638c\u58f0\u3001\u7b11\u58f0\u3001\u54ed\u58f0\u3001\u54b3\u55fd\u3001\u55b7\u568f\u7b49\u591a\u79cd\u5e38\u89c1\u4eba\u673a\u4ea4\u4e92\u4e8b\u4ef6\u8fdb\u884c\u68c0\u6d4b\u3002<\/li><\/ul><\/li><li>\u63a8\u7406\u901f\u5ea6\uff1aSenseVoice-Small\u6a21\u578b\u91c7\u7528\u975e\u81ea\u56de\u5f52\u7aef\u5230\u7aef\u6846\u67b6\uff0c\u63a8\u7406\u5ef6\u8fdf\u6781\u4f4e\uff0c10s\u97f3\u9891\u63a8\u7406\u4ec5\u8017\u65f670ms\uff0c15\u500d\u4f18\u4e8eWhisper-large\u3002<\/li><\/ul>\n\n\n\n<h2><strong>\u5e94\u7528\u573a\u666f<\/strong><\/h2>\n\n\n\n<p>\u57fa\u4e8eSenseVoice\u548cCosyVoice\u6a21\u578b\uff0cFunAudioLLM\u53ef\u652f\u6301\u8f83\u591a\u7684\u4eba\u673a\u4ea4\u4e92\u5e94\u7528\u573a\u666f\uff0c\u4f8b\u5982\u97f3\u8272\u60c5\u611f\u751f\u6210\u7684\u591a\u8bed\u8a00\u8bed\u97f3\u7ffb\u8bd1\u3001\u60c5\u7eea\u8bed\u97f3\u5bf9\u8bdd\u3001\u4e92\u52a8\u64ad\u5ba2\u3001\u6709\u58f0\u8bfb\u7269\u7b49\u3002<\/p>\n\n\n\n<h3><strong>\u540c\u97f3\u4ea4\u4f20\uff1a\u6a21\u62df\u97f3\u8272\u4e0e\u60c5\u611f\u7684\u591a\u8bed\u8a00\u7ffb\u8bd1<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"220\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-4-1024x220.png\" alt=\"\" class=\"wp-image-15788\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-4-1024x220.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-4-300x64.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-4-768x165.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-4.png 1110w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>        \u901a\u8fc7\u7ed3\u5408SenseVoice\u3001LLMs\u4ee5\u53caCosyVoice\uff0c\u6211\u4eec\u53ef\u4ee5\u65e0\u7f1d\u5730\u8fdb\u884c\u8bed\u97f3\u5230\u8bed\u97f3\u7684\u7ffb\u8bd1\uff08S2ST\uff09\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u539f\u59cb\u5f55\u97f3\u5728\u6587\u672c\u4e2d\u4f1a\u4ee5\u7c97\u4f53\u663e\u793a\u3002\u8fd9\u79cd\u96c6\u6210\u5316\u7684\u65b9\u6cd5\u4e0d\u4ec5\u63d0\u5347\u4e86\u7ffb\u8bd1\u7684\u6548\u7387\u548c\u6d41\u7545\u6027\uff0c\u800c\u4e14\u901a\u8fc7\u611f\u77e5\u8bed\u97f3\u4e2d\u7684\u60c5\u611f\u548c\u8bed\u8c03\uff0c\u5b83\u80fd\u591f\u5728\u8bd1\u6587\u4e2d\u590d\u73b0\u539f\u59cb\u8bed\u97f3\u7684\u60c5\u611f\u8272\u5f69\uff0c\u8ba9\u5bf9\u8bdd\u7684\u4ea4\u6d41\u66f4\u52a0\u771f\u5b9e\u548c\u52a8\u4eba\u3002<\/p>\n\n\n\n<p>       \u65e0\u8bba\u662f\u591a\u8bed\u79cd\u7684\u4f1a\u8bae\u901a\u8bd1\u3001\u8de8\u6587\u5316\u7684\u4ea4\u6d41\u6c9f\u901a\uff0c\u8fd8\u662f\u4e3a\u975e\u6bcd\u8bed\u8005\u63d0\u4f9b\u5373\u65f6\u8bed\u97f3\u7ffb\u8bd1\u670d\u52a1\uff0c\u8fd9\u4e00\u6280\u672f\u90fd\u5c06\u5927\u5927\u7f29\u5c0f\u8bed\u8a00\u5dee\u8ddd\u548c\u6c9f\u901a\u4e2d\u7684\u4fe1\u606f\u51cf\u635f\u3002<\/p>\n\n\n\n<h3><strong>\u5f3a\u60c5\u611f\u4ea4\u4e92\u7684\u8bed\u97f3\u5bf9\u8bdd<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"912\" height=\"207\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-5.png\" alt=\"\" class=\"wp-image-15791\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-5.png 912w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-5-300x68.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-5-768x174.png 768w\" sizes=\"(max-width: 912px) 100vw, 912px\" \/><\/figure>\n\n\n\n<p>         \u901a\u8fc7\u878d\u5408SenseVoice\u3001\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u548cCosyVoice\uff0c\u80fd\u591f\u652f\u6301\u5f00\u53d1\u4e00\u6b3e\u60c5\u611f\u8bed\u97f3\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n\n\n\n<p>         \u5f53SenseVoice\u89e3\u6790\u51fa\u60c5\u7eea\/\u60c5\u611f\/\u54b3\u55fd\u7b49\u526f\u8bed\u8a00\u4fe1\u606f\u540e\uff0c\u5927\u6a21\u578b\u8f93\u51fa\u76f8\u5bf9\u5e94\u7684\u53cd\u9988\u60c5\u7eea\uff0c\u5e76\u7531CosyVoice\u5408\u6210\u51fa\u9002\u5f53\u7684\u58f0\u97f3\u60c5\u7eea\uff0c\u4ece\u800c\u5b8c\u6210\u8212\u9002\u81ea\u7136\u7684\u5bf9\u8bdd\u4ea4\u4e92\u8fc7\u7a0b\u3002\u5728\u4ee5\u4e0b\u793a\u4f8b\u4e2d\uff0c\u7528\u6237\u548c\u52a9\u624b\u7684\u6240\u6709\u5bf9\u8bdd\u5185\u5bb9\u5747\u7531CosyVoice\u5408\u6210\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"926\" height=\"325\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-6.png\" alt=\"\" class=\"wp-image-15793\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-6.png 926w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-6-300x105.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-6-768x270.png 768w\" sizes=\"(max-width: 926px) 100vw, 926px\" \/><\/figure>\n\n\n\n<h3><strong>\u4e13\u5c5eAI\u535a\u5ba2\u7535\u53f0<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"980\" height=\"235\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-7.png\" alt=\"\" class=\"wp-image-15796\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-7.png 980w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-7-300x72.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-7-768x184.png 768w\" sizes=\"(max-width: 980px) 100vw, 980px\" \/><\/figure>\n\n\n\n<p>       \u901a\u8fc7\u5c06SenseVoice\u3001\u57fa\u4e8eLLM\u7684\u5177\u6709\u5b9e\u65f6\u4e16\u754c\u77e5\u8bc6\u7684\u591a\u4ee3\u7406\u7cfb\u7edf\u548cCosyVoice\u6574\u5408\uff0c\u6211\u4eec\u80fd\u591f\u521b\u9020\u4e00\u4e2a\u4e92\u52a8\u5f0f\u64ad\u5ba2\u7535\u53f0\u3002<\/p>\n\n\n\n<p>       \u5728\u8fd9\u6837\u7684\u64ad\u5ba2\u4e2d\uff0cSenseVoice\u5229\u7528\u5176\u9ad8\u7cbe\u5ea6\u591a\u8bed\u8a00\u8bed\u97f3\u8bc6\u522b\u529f\u80fd\uff0c\u5b9e\u65f6\u6355\u6349AI\u64ad\u5ba2\u548c\u7528\u6237\u7684\u5bf9\u8bdd\uff0c\u751a\u81f3\u80fd\u591f\u8fa8\u8bc6\u73af\u5883\u97f3\u6548\u548c\u60c5\u611f\u3002LLM\u591a\u4ee3\u7406\u7cfb\u7edf\u5219\u80fd\u591f\u5904\u7406SenseVoice\u63d0\u4f9b\u7684\u8bed\u97f3\u6570\u636e\uff0c\u5b9e\u65f6\u66f4\u65b0\u4e16\u754c\u77e5\u8bc6\u5e93\uff0c\u786e\u4fdd\u8bdd\u9898\u548c\u4fe1\u606f\u7684\u53ca\u65f6\u6027\u548c\u51c6\u786e\u6027\u3002<\/p>\n\n\n\n<p>       \u5728\u4ea4\u4e92\u4e2d\uff0c\u7528\u6237\u53ef\u4ee5\u968f\u65f6\u6253\u65adAI\u64ad\u5ba2\u7684\u5bf9\u8bdd\uff0c\u5f15\u5bfc\u4e3b\u9898\u65b9\u5411\u7b49\uff0cCosyVoice\u5c06\u7528\u4e8e\u751f\u6210AI\u64ad\u5ba2\u7684\u8bed\u97f3\uff0c\u5177\u5907\u591a\u79cd\u8bed\u8a00\u3001\u97f3\u8272\u548c\u60c5\u611f\u7684\u63a7\u5236\u80fd\u529b\uff0c\u4e3a\u542c\u4f17\u5e26\u6765\u4e30\u5bcc\u591a\u5f69\u7684\u542c\u89c9\u4f53\u9a8c\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\/2024\/07\/image-8.png\" alt=\"\" class=\"wp-image-15798\" width=\"626\" height=\"263\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-8.png 984w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-8-300x126.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-8-768x323.png 768w\" sizes=\"(max-width: 626px) 100vw, 626px\" \/><\/figure><\/div>\n\n\n\n<h3><strong>\u6709\u58f0\u8bfb\u7269<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"227\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-9-1024x227.png\" alt=\"\" class=\"wp-image-15801\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-9-1024x227.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-9-300x67.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-9-768x170.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-9.png 1114w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>       \u501f\u52a9LLMs\u51fa\u8272\u7684\u5206\u6790\u80fd\u529b\uff0c\u53ef\u5bf9\u4e66\u7c4d\u5185\u5bb9\u8fdb\u884c\u7ed3\u6784\u5316\u5e76\u8bc6\u522b\u5176\u4e2d\u7684\u60c5\u611f\uff0c\u518d\u4e0eCosyVoice\u7684\u8bed\u97f3\u5408\u6210\u6280\u672f\u7ed3\u5408\uff0c\u6211\u4eec\u80fd\u591f\u5b9e\u73b0\u5177\u6709\u66f4\u9ad8\u8868\u73b0\u529b\u7684\u6709\u58f0\u8bfb\u7269\u3002<\/p>\n\n\n\n<p>       LLMs\u6df1\u5165\u7406\u89e3\u6587\u672c\uff0c\u6355\u6349\u6bcf\u4e00\u4e2a\u60c5\u611f\u6ce2\u52a8\u548c\u6545\u4e8b\u5f27\u7ebf\uff0c\u800cCosyVoice\u5219\u5c06\u8fd9\u4e9b\u60c5\u611f\u7ec6\u817b\u5730\u8f6c\u5316\u4e3a\u8bed\u97f3\uff0c\u5e26\u6709\u7279\u5b9a\u7684\u60c5\u7eea\u8272\u5f69\u548c\u5f3a\u8c03\uff0c\u4e3a\u542c\u4f17\u63d0\u4f9b\u4e00\u4e2a\u4e0d\u4ec5\u4e30\u5bcc\u591a\u5f69\u800c\u4e14\u60c5\u611f\u5145\u6c9b\u7684\u542c\u89c9\u4f53\u9a8c\u3002<\/p>\n\n\n\n<p>       \u8fd9\u6837\u7684\u6709\u58f0\u8bfb\u7269\u4e0d\u518d\u662f\u5355\u4e00\u65e0\u53d8\u5316\u7684\u6717\u8bfb\uff0c\u800c\u662f\u4e00\u573a\u5145\u6ee1\u60c5\u611f\u4e0e\u751f\u52a8\u8868\u8fbe\u7684\u542c\u89c9\u76db\u5bb4\uff0c\u8ba9\u6bcf\u4e2a\u6545\u4e8b\u548c\u89d2\u8272\u90fd\u6829\u6829\u5982\u751f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"189\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-10-1024x189.png\" alt=\"\" class=\"wp-image-15803\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-10-1024x189.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-10-300x55.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-10-768x142.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-10.png 1107w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2><strong>\u6280\u672f\u539f\u7406\u89e3\u6790<\/strong><\/h2>\n\n\n\n<h3><strong>CosyVoice<\/strong><\/h3>\n\n\n\n<p>CosyVoice\u662f\u4e00\u6b3e\u57fa\u4e8e\u8bed\u97f3\u91cf\u5316\u7f16\u7801\u7684\u8bed\u97f3\u751f\u6210\u5927\u6a21\u578b\u3002\u5b83\u5bf9\u8bed\u97f3\u8fdb\u884c\u79bb\u6563\u5316\u7f16\u7801\uff0c\u5e76\u4f9d\u6258\u5927\u6a21\u578b\u6280\u672f\uff0c\u5b9e\u73b0\u81ea\u7136\u6d41\u7545\u7684\u8bed\u97f3\u751f\u6210\u4f53\u9a8c\u3002\u4e0e\u4f20\u7edf\u8bed\u97f3\u751f\u6210\u6280\u672f\u76f8\u6bd4\uff0cCosyVoice\u5177\u6709\u97f5\u5f8b\u81ea\u7136\u3001\u97f3\u8272\u903c\u771f\u7b49\u7279\u70b9\u3002CosyVoice\u652f\u6301\u591a\u8fbe5\u79cd\u8bed\u8a00\uff0c\u540c\u65f6\u8fd8\u652f\u6301\u4ee5\u81ea\u7136\u8bed\u8a00\u6216\u5bcc\u6587\u672c\u5f62\u5f0f\u5bf9\u751f\u6210\u8bed\u97f3\u8fdb\u884c\u60c5\u611f\u7b49\u7ef4\u5ea6\u7684\u7ec6\u7c92\u5ea6\u63a7\u5236\u3002\u7814\u7a76\u56e2\u961f\u63d0\u4f9b\u4e86\u57fa\u6a21\u578bCosyVoice-300M\u3001\u7ecf\u8fc7SFT\u5fae\u8c03\u540e\u7684\u6a21\u578bCosyVoice-300M-SFT\u3001\u4ee5\u53ca\u652f\u6301\u7ec6\u7c92\u5ea6\u63a7\u5236\u7684\u6a21\u578bCosyVoice-300M-Instruct\uff0c\u53ef\u6ee1\u8db3\u4e0d\u540c\u573a\u666f\u4e0b\u7684\u4f7f\u7528\u9700\u6c42\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"298\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-11-1024x298.png\" alt=\"\" class=\"wp-image-15804\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-11-1024x298.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-11-300x87.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-11-768x224.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-11.png 1075w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u751f\u6210\u8bed\u97f3\u5ba2\u89c2\u6307\u6807<\/strong>:<\/p>\n\n\n\n<p>\u7814\u7a76\u56e2\u961f\u5206\u522b\u5728\u5f00\u6e90\u4e2d\u6587\u6570\u636e\u96c6Aishell3\u4ee5\u53ca\u82f1\u6587\u6570\u636e\u96c6LibriTTS\u4e0a\uff0c\u901a\u8fc7\u8bed\u97f3\u8bc6\u522b\u6d4b\u8bd5\u4e86\u5408\u6210\u97f3\u9891\u7684\u5185\u5bb9\u4e00\u81f4\u6027\u3002\u901a\u8fc7\u4e0e\u539f\u59cb\u97f3\u9891\u4ee5\u53ca\u6700\u8fd1\u5927\u706b\u7684ChatTTS\u5bf9\u6bd4\uff0c\u53ef\u4ee5\u53d1\u73b0CosyVoice\u7684\u5408\u6210\u97f3\u9891\u5728\u5185\u5bb9\u4e00\u81f4\u6027\u4e0a\u66f4\u9ad8\uff0c\u5e76\u4e14\u6ca1\u6709\u5f88\u5c11\u5b58\u5728\u5e7b\u89c9\u989d\u5916\u591a\u5b57\u7684\u73b0\u8c61\u3002CosyVoice\u5f88\u597d\u5730\u5efa\u6a21\u4e86\u5408\u6210\u6587\u672c\u4e2d\u7684\u8bed\u4e49\u4fe1\u606f\uff0c\u8fbe\u5230\u4e86\u4e0e\u4eba\u7c7b\u53d1\u97f3\u4eba\u76f8\u5f53\u7684\u6c34\u5e73\u3002\u6b64\u5916\uff0c\u901a\u8fc7\u5bf9\u5408\u6210\u97f3\u9891\u8fdb\u884c\u91cd\u6253\u5206\uff0c\u80fd\u591f\u8fdb\u4e00\u6b65\u964d\u4f4e\u8bc6\u522b\u7684\u9519\u8bef\u7387\uff0c\u751a\u81f3\u5728\u5185\u5bb9\u4e00\u81f4\u6027\u548c\u8bf4\u8bdd\u4eba\u76f8\u4f3c\u5ea6\u4e0a\u8d85\u8d8a\u4eba\u7c7b\u3002<\/p>\n\n\n\n<p><strong>\u60c5\u611f\u63a7\u5236\u80fd\u529b<\/strong>:<\/p>\n\n\n\n<p>\u7814\u7a76\u56e2\u961f\u8fd8\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u60c5\u611f\u5206\u7c7b\u6a21\u578b\u8bc4\u4ef7\u4e86CosyVoice\u7684\u60c5\u611f\u63a7\u5236\u80fd\u529b\uff0c\u4e3b\u8981\u5305\u62ec\u9ad8\u5174\/\u60b2\u4f24\/\u751f\u6c14\/\u5bb3\u6015\/\u53cd\u611f\u7b495\u79cd\u9ad8\u8868\u73b0\u529b\u7684\u8bed\u97f3\u60c5\u611f\u3002<br>\u6d4b\u8bd5\u7ed3\u679c\u8868\u660e\uff0cCosyVoice-300M\u672c\u8eab\u5177\u5907\u4e00\u5b9a\u4ece\u6587\u672c\u5185\u5bb9\u4e2d\u63a8\u65ad\u60c5\u611f\u7684\u80fd\u529b\uff0c\u7ecf\u8fc7\u7ec6\u7c92\u5ea6\u63a7\u5236\u8bad\u7ec3\u7684\u6a21\u578bCosyVoice-300M-Instruct\u5728\u60c5\u611f\u5206\u7c7b\u4e2d\u7684\u5f97\u5206\u66f4\u9ad8\uff0c\u5177\u5907\u66f4\u5f3a\u7684\u60c5\u611f\u63a7\u5236\u80fd\u529b\u3002<\/p>\n\n\n\n<h3><strong>SenseVoice<\/strong><\/h3>\n\n\n\n<p>SenseVoice\u662f\u4e00\u4e2a\u57fa\u7840\u8bed\u97f3\u7406\u89e3\u6a21\u578b\uff0c\u5177\u5907\u591a\u79cd\u8bed\u97f3\u7406\u89e3\u80fd\u529b\uff0c\u6db5\u76d6\u4e86\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\uff08ASR\uff09\u3001\u8bed\u8a00\u8bc6\u522b\uff08LID\uff09\u3001\u60c5\u611f\u8bc6\u522b\uff08SER\uff09\u4ee5\u53ca\u97f3\u9891\u4e8b\u4ef6\u68c0\u6d4b\uff08AED\uff09\u3002<\/p>\n\n\n\n<p>\u8be5\u6a21\u578b\u65e8\u5728\u63d0\u4f9b\u5168\u9762\u7684\u8bed\u97f3\u5904\u7406\u529f\u80fd\uff0c\u4ece\u800c\u652f\u6301\u6784\u5efa\u66f4\u590d\u6742\u7684\u8bed\u97f3\u4ea4\u4e92\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p>SenseVoice-Small\u662f\u4e00\u6b3e\u4ec5\u542b\u7f16\u7801\u5668\u7684\u8f7b\u91cf\u7ea7\u57fa\u7840\u8bed\u97f3\u6a21\u578b\uff0c\u8bbe\u8ba1\u7528\u4e8e\u5feb\u901f\u8bed\u97f3\u7406\u89e3\u3002<\/p>\n\n\n\n<p>\u5b83\u53ef\u4ee5\u5feb\u901f\u5904\u7406\u8bed\u97f3\u6570\u636e\uff0c\u5e76\u5728\u6709\u9700\u8981\u65f6\u8fc5\u901f\u505a\u51fa\u54cd\u5e94\uff0c\u9002\u7528\u4e8e\u5bf9\u5ef6\u8fdf\u654f\u611f\u7684\u5e94\u7528\u573a\u5408\uff0c\u5982\u5b9e\u65f6\u8bed\u97f3\u4ea4\u4e92\u7cfb\u7edf\u3002SenseVoice-Large\u5219\u662f\u4e00\u4e2a\u5305\u542b\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668\u7684\u5927\u578b\u57fa\u7840\u8bed\u97f3\u6a21\u578b\u3002\u8fd9\u4e2a\u7248\u672c\u7684SenseVoice\u4e13\u6ce8\u4e8e\u66f4\u7cbe\u786e\u7684\u8bed\u97f3\u7406\u89e3\uff0c\u62e5\u6709\u5bf9\u66f4\u591a\u8bed\u8a00\u7684\u652f\u6301\u80fd\u529b\u3002\u5b83\u9002\u5408\u4e8e\u5bf9\u8bc6\u522b\u7cbe\u5ea6\u6709\u66f4\u9ad8\u8981\u6c42\u7684\u573a\u666f\uff0c\u53ef\u4ee5\u5904\u7406\u66f4\u590d\u6742\u7684\u8bed\u97f3\u8f93\u5165\uff0c\u5e76\u751f\u6210\u66f4\u4e3a\u51c6\u786e\u7684\u7ed3\u679c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"1015\" height=\"611\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-12.png\" alt=\"\" class=\"wp-image-15806\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-12.png 1015w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-12-300x181.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-12-768x462.png 768w\" sizes=\"(max-width: 1015px) 100vw, 1015px\" \/><\/figure>\n\n\n\n<p><strong>\u591a\u8bed\u8a00\u8bed\u97f3\u8bc6\u522b\u6027\u80fd<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"935\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-13-1024x935.png\" alt=\"\" class=\"wp-image-15809\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-13-1024x935.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-13-300x274.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-13-768x702.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-13.png 1064w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u7814\u7a76\u56e2\u961f\u5728\u5f00\u653e\u6e90\u6570\u636e\u96c6\u4e0a\u6bd4\u8f83\u4e86SenseVoice\u548cWhisper\u7684\u591a\u8bed\u8a00\u8bc6\u522b\u6027\u80fd\u548c\u63a8\u7406\u6548\u7387\uff0c\u5305\u62ecAISHELL-1\u3001AISHELL-2\u3001Wenetspeech\u3001Librispeech\u548cCommon Voice\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"229\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-14-1024x229.png\" alt=\"\" class=\"wp-image-15810\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-14-1024x229.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-14-300x67.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-14-768x172.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-14.png 1074w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u63a8\u7406\u6548\u7387\u8bc4\u4f30\u662f\u5728A800\u673a\u5668\u4e0a\u8fdb\u884c\u7684\u3002SenseVoice-Small\u91c7\u7528\u975e\u81ea\u56de\u5f52\u7aef\u5230\u7aef\u67b6\u6784\uff0c\u7531\u6b64\u5e26\u6765\u7684\u63a8\u7406\u5ef6\u8fdf\u6781\u4f4e\u2014\u2014\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u5b83\u6bd4Whisper-Small\u5feb7\u500d\uff0c\u6bd4Whisper-Large\u5feb17\u500d\u3002<\/p>\n\n\n\n<p><strong>\u8bed\u97f3\u60c5\u611f\u8bc6\u522b\u6027\u80fd<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"519\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-15-1024x519.png\" alt=\"\" class=\"wp-image-15812\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-15-1024x519.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-15-300x152.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-15-768x389.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-15.png 1085w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>SenseVoice\u4e5f\u53ef\u4ee5\u7528\u4e8e\u79bb\u6563\u60c5\u7eea\u8bc6\u522b\uff0c\u76ee\u524d\u652f\u6301\u7684\u60c5\u7eea\u7c7b\u578b\u5305\u62ec\u9ad8\u5174\u3001\u60b2\u4f24\u3001\u6124\u6012\u548c\u4e2d\u6027\u3002\u56e2\u961f\u57287\u4e2a\u6d41\u884c\u7684\u60c5\u7eea\u8bc6\u522b\u6570\u636e\u96c6\u4e0a\u5bf9\u5176\u8fdb\u884c\u4e86\u8bc4\u4f30\u3002\u5373\u4f7f\u6ca1\u6709\u5bf9\u76ee\u6807\u8bed\u6599\u5e93\u8fdb\u884c\u5fae\u8c03\uff0cSenseVoice-Large\u90fd\u80fd\u5728\u5927\u591a\u6570\u6570\u636e\u96c6\u4e0a\u8fbe\u5230\u6216\u8d85\u8d8a\u6700\u65b0\u7684\u6700\u4f73\u7ed3\u679c\uff08SOTA\uff09\u3002<\/p>\n\n\n\n<p><strong>\u97f3\u9891\u4e8b\u4ef6\u68c0\u6d4b\u6027\u80fd<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"625\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-16-1024x625.png\" alt=\"\" class=\"wp-image-15814\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-16-1024x625.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-16-300x183.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-16-768x469.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/07\/image-16.png 1060w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>SenseVoice-Small\u4e0eSenseVoice-Large\u6a21\u578b\u90fd\u80fd\u5728\u8bed\u97f3\u4e2d\u68c0\u6d4b\u97f3\u9891\u4e8b\u4ef6\uff0c\u5305\u62ec\u97f3\u4e50\u3001\u638c\u58f0\u548c\u7b11\u58f0\u3002<\/p>\n\n\n\n<p>SenseVoice-Large\u6a21\u578b\u9664\u4e86\u80fd\u591f\u9884\u6d4b\u97f3\u9891\u4e8b\u4ef6\u7684\u7c7b\u578b\uff0c\u8fd8\u80fd\u7cbe\u51c6\u8bc6\u522b\u4e8b\u4ef6\u53d1\u751f\u7684\u8d77\u59cb\u548c\u7ed3\u675f\u4f4d\u7f6e\u3002<\/p>\n\n\n\n<p>\u4e0e\u4e4b\u76f8\u6bd4\uff0cSenseVoice-Small\u6a21\u578b\u867d\u7136\u4ec5\u80fd\u9884\u6d4b\u97f3\u9891\u4e2d\u53d1\u751f\u7684\u4e8b\u4ef6\u7c7b\u578b\uff08\u4ec5\u9650\u4e8e\u4e00\u4e2a\u4e8b\u4ef6\uff09\uff0c\u4f46\u5b83\u80fd\u591f\u68c0\u6d4b\u5230\u66f4\u591a\u79cd\u7c7b\u7684\u4e8b\u4ef6\uff0c\u8bf8\u5982\u5728\u4eba\u673a\u4e92\u52a8\u8fc7\u7a0b\u4e2d\u53ef\u80fd\u51fa\u73b0\u7684\u54b3\u55fd\u3001\u6253\u55b7\u568f\u3001\u547c\u5438\u548c\u54ed\u6ce3\u7b49\u3002<\/p>\n\n\n\n<p>\u76ee\u524d\uff0c\u4e0eSenseVoice\u548cCosyVoice\u76f8\u5173\u7684\u6a21\u578b\u5df2\u5728ModelScope\u548cHuggingface\u4e0a\u5f00\u6e90\uff0c\u540c\u65f6\u5728GitHub\u4e0a\u53d1\u5e03\u4e86\u76f8\u5e94\u7684\u8bad\u7ec3\u3001\u63a8\u7406\u548c\u5fae\u8c03\u4ee3\u7801\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>FunAudioLLM\uff1ahttps:\/\/github.com\/FunAudioLLMCosyVoice\u5f00\u6e90\u4ed3\u5e93 &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2024\/07\/06\/funaudiollm\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">FunAudioLLM &#8211;\u963f\u91cc\u901a\u4e49\u97f3\u9891\u751f\u6210\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":[4,38],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/15779"}],"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=15779"}],"version-history":[{"count":22,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/15779\/revisions"}],"predecessor-version":[{"id":15815,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/15779\/revisions\/15815"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=15779"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=15779"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=15779"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}