{"id":17910,"date":"2024-08-23T19:20:10","date_gmt":"2024-08-23T11:20:10","guid":{"rendered":"http:\/\/139.9.1.231\/?p=17910"},"modified":"2024-09-20T17:02:46","modified_gmt":"2024-09-20T09:02:46","slug":"openvoice","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2024\/08\/23\/openvoice\/","title":{"rendered":"OpenVoice-\u8bed\u97f3\u514b\u9686\u7528\u4e8e\u6279\u91cf\u5408\u6210\u9ad8\u8d28\u91cf\u8bed\u97f3\u6570\u636e"},"content":{"rendered":"\n<p class=\"has-text-align-center\"><a href=\"https:\/\/arxiv.org\/abs\/2312.01479\" target=\"_blank\" rel=\"noreferrer noopener\">OpenVoice: Versatile Instant Voice Cloning<\/a><\/p>\n\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/github.com\/myshell-ai\/OpenVoice?tab=readme-ov-file\">https:\/\/github.com\/myshell-ai\/OpenVoice<\/a><\/p>\n\n\n\n\n\n<p>       \u5b83\u80fd\u591f\u4ec5\u4f7f\u7528\u4e00\u5c0f\u6bb5\u53c2\u8003\u53d1\u8a00\u8005\u7684\u97f3\u9891\u7247\u6bb5\u6765\u590d\u5236\u5176\u58f0\u97f3\uff0c\u7136\u540e\u80fd\u751f\u6210\u591a\u79cd\u8bed\u8a00\u7684\u8bed\u97f3\u3002 <strong>OpenVoice\u88ab\u8bbe\u8ba1\u4e3a\u5c3d\u53ef\u80fd\u5730\u89e3\u8026\u8bed\u97f3\u4e2d\u7684\u7ec4\u4ef6\u3002\u8bed\u8a00\u3001\u97f3\u8272\u548c\u5176\u4ed6\u91cd\u8981\u7684\u8bed\u97f3\u7279\u5f81\u7684\u751f\u6210\u662f\u76f8\u4e92\u72ec\u7acb\u7684\uff0c\u4ece\u800c\u80fd\u591f\u7075\u6d3b\u5730\u64cd\u7eb5\u5404\u4e2a\u8bed\u97f3\u98ce\u683c\u548c\u8bed\u8a00\u7c7b\u578b\u3002<\/strong> <strong>\u89e3\u8026\u7684\u7ed3\u6784\u964d\u4f4e\u4e86\u5bf9\u6a21\u578b\u5927\u5c0f\u548c\u8ba1\u7b97\u590d\u6742\u6027\u7684\u8981\u6c42<\/strong> ,\u540c\u65f6\u4e0d\u4f7f\u7528\u81ea\u56de\u5f52\u6216\u8005\u6269\u6563\u6a21\u578b\uff0c\u52a0\u5feb\u63a8\u7406\u901f\u5ea6\u3002\u652f\u6301\u8bad\u7ec3\u6570\u636e\u96c6\u4e4b\u5916\u7684\u8bf4\u8bdd\u4eba\u548c\u8bed\u8a00\uff0c<strong>\u9002\u5408\u4e3a\u8bed\u97f3\u5927\u6a21\u578b\u63d0\u4f9b\u5927\u89c4\u6a21\u7684\u5408\u6210\u8bed\u97f3\u6570\u636e<\/strong>\u3002\u3010<strong>\u6838\u5fc3:\u5c06\u8bed\u97f3\u514b\u9686\u4efb\u52a1\u89e3\u8026\u4e3a\u72ec\u7acb\u7684\u5b50\u4efb\u52a1\uff0c\u5176\u4e2d\u6bcf\u4e2a\u5b50\u4efb\u52a1\u90fd\u6bd4\u8026\u5408\u7684\u4efb\u52a1\u66f4\u5bb9\u6613\u5b9e\u73b0\u3002<\/strong> \u3011<\/p>\n\n\n\n<p><strong>\u4e3b\u8981\u529f\u80fd\uff1a<\/strong>\u3010<strong>\u53ef\u4ee5\u7528\u4e8e\u5408\u6210\u97f3\u9891\u6570\u636e<\/strong>\u3011<\/p>\n\n\n\n<p class=\"has-light-pink-background-color has-background\"><strong>1.\u51c6\u786e\u7684\u97f3\u8272\u514b\u9686\u3002<\/strong>OpenVoice\u53ef\u4ee5\u51c6\u786e\u5730\u514b\u9686\u53c2\u8003\u97f3\u8272\uff0c\u5e76\u751f\u6210\u591a\u79cd\u8bed\u8a00\u548c\u53e3\u97f3\u7684\u8bed\u97f3\u3002<\/p>\n\n\n\n<p class=\"has-dark-gray-color has-light-pink-background-color has-text-color has-background\"><strong>2.\u7075\u6d3b\u7684\u8bed\u97f3\u98ce\u683c\u63a7\u5236\u3002<\/strong>OpenVoice\u652f\u6301\u5bf9\u8bed\u97f3\u98ce\u683c\u7684\u7cbe\u7ec6\u63a7\u5236\uff0c\u4f8b\u5982<strong>\u60c5\u611f\u548c\u53e3\u97f3<\/strong>\uff0c\u4ee5\u53ca\u5176\u4ed6\u98ce\u683c\u53c2\u6570\uff0c<strong>\u5305\u62ec\u8282\u594f\u3001\u505c\u987f\u548c\u8bed\u8c03<\/strong>\u3002<\/p>\n\n\n\n<p class=\"has-light-pink-background-color has-background\"><strong>3.\u96f6\u6837\u672c\u8de8\u8bed\u8a00\u8bed\u97f3\u514b\u9686\u3002\u5373\u4f7f\u8fd9\u4e9b\u8bed\u8a00\u672a\u5728\u8bad\u7ec3\u96c6\u4e2d\u51fa\u73b0\u4e5f\u80fd\u8fdb\u884c\u58f0\u97f3\u590d\u5236\u3002<\/strong><\/p>\n\n\n\n<p class=\"has-light-pink-background-color has-background\">4\u3001\u652f\u6301\u7684\u8bed\u8a00\u5305\u62ec\u82f1\u8bed\uff08\u82f1\u56fd\u3001\u7f8e\u56fd\u3001\u5370\u5ea6\u3001\u6fb3\u5927\u5229\u4e9a\uff09\u3001\u897f\u73ed\u7259\u8bed\u3001\u6cd5\u8bed\u3001\u4e2d\u6587\u3001\u65e5\u8bed\u3001\u97e9\u8bed<\/p>\n\n\n\n<p><strong>OpenVoice V2\u7684\u65b0\u589e\u7279\u6027\uff1a<\/strong><\/p>\n\n\n\n<ul><li><strong>\u66f4\u597d\u7684\u97f3\u9891\u8d28\u91cf\uff1a<\/strong>&nbsp;\u91c7\u7528\u65b0\u7684\u8bad\u7ec3\u7b56\u7565\u4ee5\u63d0\u5347\u97f3\u9891\u8d28\u91cf\u3002<\/li><li><strong>\u539f\u751f\u591a\u8bed\u8a00\u652f\u6301\uff1a<\/strong>&nbsp;V2 \u7248\u672c\u539f\u751f\u652f\u6301\u82f1\u8bed\u3001\u897f\u73ed\u7259\u8bed\u3001\u6cd5\u8bed\u3001\u4e2d\u6587\u3001\u65e5\u8bed\u548c\u97e9\u8bed\u3002<\/li><li><strong>\u96c6\u6210 MeloTTS\uff1a<\/strong>&nbsp;V2 \u7248\u672c\u5f15\u5165\u4e86<a rel=\"noreferrer noopener\" href=\"https:\/\/xiaohu.ai\/p\/1240\" target=\"_blank\">&nbsp;MeloTTS<\/a>&nbsp;\u6280\u672f\uff0c\u901a\u8fc7&nbsp;<code>pip install git+https:\/\/github.com\/myshell-ai\/MeloTTS.git<\/code>&nbsp;\u8fdb\u884c\u5b89\u88c5\uff0c\u8fd9\u662f\u4e00\u4e2a\u65b0\u7684\u6587\u672c\u5230\u8bed\u97f3\u8f6c\u6362\u7cfb\u7edf\uff0c\u589e\u5f3a\u4e86\u58f0\u97f3\u7684\u81ea\u7136\u5ea6\u548c\u8868\u73b0\u529b\u3002<\/li><li><strong>\u514d\u8d39\u5546\u4e1a\u4f7f\u7528\uff1a<\/strong>&nbsp;\u81ea2024\u5e744\u6708\u8d77\uff0cV1\u548cV2\u7248\u672c\u5747\u4ee5 MIT \u8bb8\u53ef\u8bc1\u53d1\u5e03\uff0c\u652f\u6301\u5546\u4e1a\u548c\u7814\u7a76\u7528\u9014\u7684\u514d\u8d39\u4f7f\u7528\u3002<\/li><\/ul>\n\n\n\n<ol><li><strong>\u58f0\u97f3\u6837\u5f0f\u548c\u8bed\u8a00\u7684\u89e3\u8026\u8bbe\u8ba1\uff1a<\/strong><ul><li><strong>OpenVoice \u7684\u8bbe\u8ba1\u54f2\u5b66\u662f\u5c06\u58f0\u97f3\u7684\u4e0d\u540c\u7279\u6027\uff08\u5982\u97f3\u8272\u3001\u98ce\u683c\u3001\u8bed\u8a00\uff09\u8fdb\u884c\u89e3\u8026\uff0c\u4f7f\u5f97\u53ef\u4ee5\u72ec\u7acb\u63a7\u5236\u5404\u4e2a\u53c2\u6570\uff0c\u4ece\u800c\u8fbe\u5230\u7075\u6d3b\u8c03\u6574\u7684\u76ee\u7684\u3002\u8fd9\u4e00\u8bbe\u8ba1\u51cf\u5c11\u4e86\u6a21\u578b\u7684\u5927\u5c0f\u548c\u590d\u6742\u6027\uff0c\u63d0\u9ad8\u4e86\u64cd\u4f5c\u7684\u7075\u6d3b\u6027\u548c\u63a8\u65ad\u901f\u5ea6\u3002<\/strong><\/li><\/ul><\/li><li><strong>\u57fa\u7840\u53d1\u97f3\u8005TTS\u6a21\u578b\u4e0e\u97f3\u8272\u8f6c\u6362\u5668\uff1a<\/strong><ul><li><strong>\u57fa\u7840\u53d1\u97f3\u8005TTS\u6a21\u578b<\/strong>\uff1a\u8fd9\u4e00\u6a21\u578b\u5141\u8bb8\u5bf9\u98ce\u683c\u53c2\u6570\u8fdb\u884c\u63a7\u5236\uff0c\u5982\u60c5\u7eea\u548c\u53e3\u97f3\u7b49\u3002\u5b83\u662f\u4e00\u4e2a\u5355\u53d1\u97f3\u8005\u6216\u591a\u53d1\u97f3\u8005\u6a21\u578b\uff0c\u53ef\u4ee5\u901a\u8fc7\u6539\u53d8\u8f93\u5165\u7684\u98ce\u683c\u548c\u8bed\u8a00\u5d4c\u5165\u6765\u8f93\u51fa\u4e0d\u540c\u98ce\u683c\u7684\u8bed\u97f3\u3002<\/li><li><strong>\u97f3\u8272\u8f6c\u6362\u5668<\/strong>\uff1a\u8fd9\u4e00\u7ec4\u4ef6\u91c7\u7528\u7f16\u7801\u5668-\u89e3\u7801\u5668\u7ed3\u6784\uff0c\u8d1f\u8d23\u5c06\u57fa\u7840\u53d1\u97f3\u8005\u7684\u97f3\u8272\u8f6c\u6362\u4e3a\u53c2\u8003\u53d1\u97f3\u8005\u7684\u97f3\u8272\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u5373\u4f7f\u57fa\u7840\u58f0\u97f3\u4e0e\u76ee\u6807\u58f0\u97f3\u98ce\u683c\u4e0d\u540c\uff0c\u4e5f\u80fd\u4fdd\u6301\u539f\u6709\u98ce\u683c\u7684\u540c\u65f6\u6539\u53d8\u97f3\u8272\u3002<\/li><\/ul><\/li><li><strong>\u8bad\u7ec3\u7b56\u7565\u548c\u6570\u636e\u5904\u7406\uff1a<\/strong><ul><li>\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u91c7\u7528\u4e86\u5927\u91cf\u7684\u591a\u8bed\u79cd\u3001\u591a\u98ce\u683c\u7684\u97f3\u9891\u6837\u672c\u3002\u901a\u8fc7\u8fd9\u4e9b\u6837\u672c\uff0c\u6a21\u578b\u5b66\u4e60\u5982\u4f55\u51c6\u786e\u590d\u5236\u97f3\u8272\u5e76\u63a7\u5236\u58f0\u97f3\u7684\u4e0d\u540c\u98ce\u683c\u3002\u4f7f\u7528\u7279\u5b9a\u7684\u635f\u5931\u51fd\u6570\u6765\u786e\u4fdd\u5728\u4fdd\u7559\u98ce\u683c\u7684\u540c\u65f6\u53bb\u9664\u6216\u8f6c\u6362\u97f3\u8272\uff0c\u4ece\u800c\u5b9e\u73b0\u9ad8\u8d28\u91cf\u7684\u58f0\u97f3\u751f\u6210\u3002<\/li><\/ul><\/li><\/ol>\n\n\n\n<h2>\u80cc\u666f<\/h2>\n\n\n\n<p>\u76ee\u524d\u8bed\u97f3\u514b\u9686\u6709\u4ee5\u4e0b\u95ee\u9898\uff1a<\/p>\n\n\n\n<p>1\u3001<strong>\u9664\u4e86\u514b\u9686\u97f3\u8272\uff0c\u5982\u4f55\u7075\u6d3b\u63a7\u5236\u5176\u4ed6\u91cd\u8981\u7684\u98ce\u683c\u53c2\u6570\uff0c\u5982\u60c5\u611f\uff0c\u91cd\u97f3\uff0c\u8282\u594f\uff0c\u505c\u987f\u548c\u8bed\u8c03\uff1f\u8fd9\u4e9b\u7279\u5f81\u5bf9\u4e8e\u751f\u6210\u4e0a\u4e0b\u6587\u4e2d\u7684\u81ea\u7136\u8bed\u97f3\u548c\u5bf9\u8bdd\u81f3\u5173\u91cd\u8981\uff0c\u800c\u4e0d\u662f\u5355\u8c03\u5730\u53d9\u8ff0\u8f93\u5165\u6587\u672c\u3002\u4ee5\u524d\u7684\u65b9\u6cd5\u53ea\u80fd\u514b\u9686\u53c2\u8003\u8bf4\u8bdd\u4eba\u7684\u5355\u8c03\u97f3\u8272\u548c\u98ce\u683c\uff0c\u4f46\u4e0d\u5141\u8bb8\u7075\u6d3b\u64cd\u7eb5\u98ce\u683c\u3002<\/strong><\/p>\n\n\n\n<p><strong>2\u3001zreo-shot\u80fd\u529b\uff1a\u5982\u679c\u8981\u751f\u6210\u7684\u8bf4\u8bdd\u4eba\u6ca1\u6709\u8bad\u7ec3\u96c6\u91cc \u6216\u8005 \u8981\u8bf4\u8bdd\u8005\u7684\u8bed\u8a00\u6ca1\u6709\u51fa\u73b0\u5728\u8bad\u7ec3\u96c6\u91cc\uff0c\u6a21\u578b\u53ef\u4ee5\u514b\u9686\u53c2\u8003\u8bed\u97f3\u5e76\u751f\u6210\u8be5\u8bed\u8a00\u7684\u8bed\u97f3\u5417\uff1f<\/strong><\/p>\n\n\n\n<p>3.\u5982\u4f55\u5728\u4e0d\u964d\u4f4e\u8d28\u91cf\u7684\u60c5\u51b5\u4e0b\u5b9e\u73b0\u8d85\u9ad8\u901f\u5b9e\u65f6\u63a8\u7406\uff0c\u8fd9\u5bf9\u4e8e\u5927\u89c4\u6a21\u5546\u4e1a\u751f\u4ea7\u73af\u5883\u81f3\u5173\u91cd\u8981\u3002<\/p>\n\n\n\n<p>       \u4e3a\u4e86\u89e3\u51b3\u524d\u4e24\u4e2a\u95ee\u9898\uff0c<strong>OpenVoice\u88ab\u8bbe\u8ba1\u4e3a\u5c3d\u53ef\u80fd\u5730\u89e3\u8026\u8bed\u97f3\u4e2d\u7684\u7ec4\u4ef6\u3002\u8bed\u8a00\u3001\u97f3\u8272\u548c\u5176\u4ed6\u91cd\u8981\u7684\u8bed\u97f3\u7279\u5f81\u7684\u751f\u6210\u662f\u76f8\u4e92\u72ec\u7acb\u7684\uff0c\u4ece\u800c\u80fd\u591f\u7075\u6d3b\u5730\u64cd\u7eb5\u5404\u4e2a\u8bed\u97f3\u98ce\u683c\u548c\u8bed\u8a00\u7c7b\u578b\u3002<\/strong>\u8fd9\u662f\u5728\u4e0d\u6807\u8bb0MSML\u8bad\u7ec3\u96c6\u4e2d\u7684\u4efb\u4f55\u8bed\u97f3\u98ce\u683c\u7684\u60c5\u51b5\u4e0b\u5b9e\u73b0\u7684\u3002\u6211\u4eec\u60f3\u6f84\u6e05\u7684\u662f\uff0c<strong>\u672c\u7814\u7a76\u4e2d\u7684\u96f6\u6fc0\u53d1\u8de8\u8bed\u8a00\u4efb\u52a1\u4e0eVALLE-X\u4e2d\u7684\u4efb\u52a1\u4e0d\u540c<\/strong>\u3002\u5728VALLE-X\u4e2d\uff0c\u6240\u6709\u8bed\u8a00\u7684\u6570\u636e\u90fd\u9700\u8981\u5305\u542b\u5728MSML\u8bad\u7ec3\u96c6\u4e2d\uff0c\u5e76\u4e14\u6a21\u578b\u4e0d\u80fd\u6cdb\u5316\u5230MSML\u8bad\u7ec3\u96c6\u4e4b\u5916\u7684\u672a\u77e5\u8bed\u8a00\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c<strong>OpenVoice\u88ab\u8bbe\u8ba1\u4e3a\u63a8\u5e7f\u5230MSML\u8bad\u7ec3\u96c6\u4e4b\u5916\u7684\u5b8c\u5168\u770b\u4e0d\u89c1\u7684\u8bed\u8a00\u3002<\/strong>\u7b2c\u4e09\u4e2a\u95ee\u9898\u662f\u9ed8\u8ba4\u89e3\u51b3\u7684\uff0c\u56e0\u4e3a<strong>\u89e3\u8026\u7684\u7ed3\u6784\u964d\u4f4e\u4e86\u5bf9\u6a21\u578b\u5927\u5c0f\u548c\u8ba1\u7b97\u590d\u6742\u6027\u7684\u8981\u6c42\u3002 \u6211\u4eec\u4e0d\u9700\u8981\u4e00\u4e2a\u5927\u6a21\u578b\u6765\u5b66\u4e60\u4e00\u5207\u3002\u6b64\u5916\uff0c\u6211\u4eec\u907f\u514d\u4e86\u81ea\u56de\u5f52\u6216\u6269\u6563\u6210\u5206\uff0c\u4ee5\u52a0\u5feb\u63a8\u7406<\/strong>\u3002<\/p>\n\n\n\n<h2>\u65b9\u6cd5<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"984\" height=\"436\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/08\/image-93.png\" alt=\"\" class=\"wp-image-18077\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/08\/image-93.png 984w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/08\/image-93-300x133.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/08\/image-93-768x340.png 768w\" sizes=\"(max-width: 984px) 100vw, 984px\" \/><figcaption>\u5c06\u8bf4\u8bdd\u4eba\u97f3\u8272\u548c\u8bf4\u8bdd\u4eba\u98ce\u683c\u3001\u8bed\u8a00\u89e3\u8026\uff0c\u5206\u522b\u8fdb\u884c\u5904\u7406\uff0cbase speaker TTS\u7528\u4e8e\u5408\u6210\u8bf4\u8bdd\u4eba\u98ce\u683c\u53c2\u6570\uff08\u4f8b\u5982\uff0c\u60c5\u611f\u3001\u91cd\u97f3\u3001\u8282\u594f\u3001\u505c\u987f\u548c\u8bed\u8c03\uff09\u3001\u91cd\u97f3\u548c\u8bed\u8a00 \u3002\u63d0\u53d6\u5668\u7528\u4e8e\u63a7\u5236\u5408\u6210\u97f3\u8272\u4fe1\u606f\u3002<\/figcaption><\/figure>\n\n\n\n<p>        \u5f88\u660e\u663e\uff0c<strong>\u540c\u65f6<\/strong>\u4e3a\u4efb\u4f55\u8bf4\u8bdd\u8005\u514b\u9686\u97f3\u8272\u3001\u5b9e\u73b0\u5bf9\u6240\u6709\u5176\u4ed6\u98ce\u683c\u7684\u7075\u6d3b\u63a7\u5236\u4ee5\u53ca\u8f7b\u677e\u6dfb\u52a0\u65b0\u8bed\u8a00\u53ef\u80fd\u662f\u975e\u5e38\u5177\u6709\u6311\u6218\u6027\u7684\u3002\u5b83\u9700\u8981\u5927\u91cf\u7684\u7ec4\u5408\u6570\u636e\u96c6\uff0c\u5176\u4e2d\u53d7\u63a7\u53c2\u6570\u76f8\u4ea4\uff0c\u6570\u636e\u5bf9\u53ea\u5728\u4e00\u4e2a\u5c5e\u6027\u4e0a\u4e0d\u540c\uff0c\u5e76\u88ab\u5f88\u597d\u5730\u6807\u8bb0\uff0c\u4ee5\u53ca\u4e00\u4e2a\u76f8\u5bf9\u5927\u5bb9\u91cf\u7684\u6a21\u578b\u6765\u62df\u5408\u6570\u636e\u96c6\u3002<\/p>\n\n\n\n<p>      \u6211\u4eec\u8fd8\u6ce8\u610f\u5230\uff0c\u5728\u5e38\u89c4\u7684\u5355\u4e00\u8bf4\u8bdd\u4ebaTTS\u4e2d\uff0c\u4e0d\u9700\u8981\u8bed\u97f3\u514b\u9686\uff0c\u5c31\u53ef\u4ee5\u76f8\u5bf9\u5bb9\u6613\u5730\u6dfb\u52a0\u5bf9\u5176\u4ed6\u98ce\u683c\u53c2\u6570\u7684\u63a7\u5236\u4ee5\u53ca\u6dfb\u52a0\u65b0\u8bed\u8a00\u3002\u4f8b\u5982\uff0c\u572810K\u77ed\u97f3\u9891\u6837\u672c\u7684\u5355\u8bf4\u8bdd\u4eba\u6570\u636e\u96c6\uff0c\u8be510K\u77ed\u97f3\u9891\u6837\u672c\u5177\u6709\u6807\u8bb0\u7684\u60c5\u7eea\u548c\u8bed\u8c03\uff0c\u8db3\u4ee5\u8bad\u7ec3\u63d0\u4f9b\u5bf9\u60c5\u7eea\u548c\u8bed\u8c03\u7684\u63a7\u5236\u7684\u5355\u8bf4\u8bdd\u8005TTS\u6a21\u578b\u3002\u6dfb\u52a0\u65b0\u7684\u8bed\u8a00\u6216\u53e3\u97f3\u4e5f\u5f88\u7b80\u5355\uff0c\u53ea\u9700\u8981\u901a\u8fc7\u5728\u6570\u636e\u96c6\u4e2d\u6dfb\u52a0\u53e6\u4e00\u4e2a\u8bf4\u8bdd\u8005\u3002<\/p>\n\n\n\n<p>      OpenVoice\u80cc\u540e\u7684\u76f4\u89c9\u662f\u5c06IVC\u4efb\u52a1\u89e3\u8026\u4e3a\u72ec\u7acb\u7684\u5b50\u4efb\u52a1\uff0c\u5176\u4e2d\u6bcf\u4e2a\u5b50\u4efb\u52a1\u90fd\u6bd4\u8026\u5408\u7684\u4efb\u52a1\u66f4\u5bb9\u6613\u5b9e\u73b0\u3002\u97f3\u8272\u7684\u514b\u9686\u4e0e\u5bf9\u6240\u6709\u5176\u4f59\u98ce\u683c\u53c2\u6570\u548c\u8bed\u8a00\u7684\u63a7\u5236\u5b8c\u5168\u5206\u79bb\u3002<strong>\u6211\u4eec\u63d0\u51fa\u4f7f\u7528\u57fa\u672c\u8bf4\u8bdd\u4ebaTTS\u6a21\u578b\u6765\u63a7\u5236\u98ce\u683c\u53c2\u6570\u548c\u8bed\u8a00\uff0c\u5e76\u4f7f\u7528\u97f3\u8272\u8f6c\u6362\u5668\u6765\u5c06\u53c2\u8003\u97f3\u8272\u4f53\u73b0\u5230\u751f\u6210\u7684\u8bed\u97f3\u4e2d\u3002<\/strong><\/p>\n\n\n\n<h3>Model Structure<\/h3>\n\n\n\n<p>    OpenVoice\u7684\u4e24\u4e2a\u4e3b\u8981\u7ec4\u4ef6\u662fbase\u8bf4\u8bdd\u4ebaTTS\u6a21\u578b\u548c\u97f3\u8272\u8f6c\u6362\u5668\u3002base\u8bf4\u8bdd\u4ebaTTS\u6a21\u578b\u662f\u5355\u8bf4\u8bdd\u4eba\u6216\u591a\u8bf4\u8bdd\u4eba\u6a21\u578b\uff0c\u5176\u5141\u8bb8\u63a7\u5236\u98ce\u683c\u53c2\u6570\uff08\u4f8b\u5982\uff0c\u60c5\u611f\u3001\u91cd\u97f3\u3001\u8282\u594f\u3001\u505c\u987f\u548c\u8bed\u8c03\uff09\u3001\u91cd\u97f3\u548c\u8bed\u8a00\u3002\u7531\u8be5\u6a21\u578b\u751f\u6210\u7684\u8bed\u97f3\u88ab\u4f20\u9012\u5230\u97f3\u8272\u8f6c\u6362\u5668\uff0c\u8be5\u97f3\u8272\u8f6c\u6362\u5668\u5c06base\u8bf4\u8bdd\u4eba\u7684\u97f3\u8272\u6539\u53d8\u4e3a\u53c2\u8003\u8bf4\u8bdd\u4eba\u7684\u97f3\u8272\u3002<\/p>\n\n\n\n<p><strong>Base\u8bf4\u8bdd\u4ebaTTS\u6a21\u578b\u3002Base Speaker TTS<\/strong>\u6a21\u578b\u7684\u9009\u62e9\u975e\u5e38\u7075\u6d3b\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4fee\u6539VITS\u6a21\u578b\uff0c\u4ee5\u5728\u5176\u6587\u672c\u7f16\u7801\u5668\u548c\u6301\u7eed\u65f6\u95f4\u9884\u6d4b\u5668\u4e2d\u63a5\u53d7\u6837\u5f0f\u548c\u8bed\u8a00\u5d4c\u5165\u3002\u5176\u4ed6\u9009\u9879\u5982InstructTTS\u4e5f\u53ef\u4ee5\u63a5\u53d7\u6837\u5f0f\u63d0\u793a\u3002\u4e5f\u53ef\u4ee5\u4f7f\u7528\u5546\u4e1a\u4e0a\u53ef\u7528\u7684\uff08\u548c\u4fbf\u5b9c\u7684\uff09\u6a21\u578b\uff0c\u4f8b\u5982Microsoft TTS\uff0c\u5b83\u63a5\u53d7\u6307\u5b9a\u60c5\u611f\uff0c\u505c\u987f\u548c\u53d1\u97f3\u7684\u8bed\u97f3\u5408\u6210\u6807\u8bb0\u8bed\u8a00\uff08SSML\uff09\u3002\u4eba\u4eec\u751a\u81f3\u53ef\u4ee5\u8df3\u8fc7\u57fa\u672c\u8bf4\u8bdd\u4ebaTTS\u6a21\u578b\uff0c\u4ee5\u4ed6\u4eec\u60f3\u8981\u7684\u4efb\u4f55\u98ce\u683c\u548c\u8bed\u8a00\u81ea\u5df1\u9605\u8bfb\u6587\u672c\u3002\u5728\u6211\u4eec\u7684OpenVoice\u5b9e\u73b0\u4e2d\uff0c\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528VITS\u6a21\u578b\uff0c\u4f46\u5176\u4ed6\u9009\u62e9\u4e5f\u662f\u5b8c\u5168\u53ef\u884c\u7684\u3002\u6211\u4eec\u5c06\u57fa\u672c\u6a21\u578b\u7684\u8f93\u51fa\u8868\u793a\u4e3a&nbsp;\ud835\udc17\u2062(L<sub>I<\/sub>,S<sub>I<\/sub>,C<sub>I<\/sub>)&nbsp;\uff0c\u5176\u4e2d\u4e09\u4e2a\u53c2\u6570\u5206\u522b\u8868\u793a\u8bed\u8a00\u3001\u98ce\u683c\u548c\u97f3\u8272\u3002 \u7c7b\u4f3c\u5730\uff0c\u6765\u81ea\u53c2\u8003\u8bf4\u8bdd\u8005\u7684\u8bed\u97f3\u97f3\u9891\u8868\u793a\u4e3a&nbsp;\ud835\udc17\u2062(L<sub>O<\/sub>,S<sub>O<\/sub>,C<sub>O<\/sub>)&nbsp;\u3002<\/p>\n\n\n\n<p><strong>\u97f3\u8272\u8f6c\u6362\u5668.&nbsp;<\/strong>\u97f3\u8272\u8f6c\u6362\u5668\u662f\u4e00\u4e2a\u7f16\u7801\u5668-\u89e3\u7801\u5668\u7ed3\u6784\uff0c\u4e2d\u95f4\u6709\u4e00\u4e2a\u53ef\u9006\u7684\u5f52\u4e00\u5316\u6d41\u7a0b\u3002\u7f16\u7801\u5668\u662f\u4e00\u4e2a1D\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff0c\u5b83\u5c06&nbsp;\ud835\udc17\u2062(L<sub>I<\/sub>,S<sub>I<\/sub>,C<sub>I<\/sub>)&nbsp;\u7684\u77ed\u65f6\u5085\u7acb\u53f6\u53d8\u6362\u9891\u8c31\u4f5c\u4e3a\u8f93\u5165\u3002\u6240\u6709\u7684\u5377\u79ef\u90fd\u662f\u5355\u6b65\u7684\u3002\u7531\u7f16\u7801\u5668\u8f93\u51fa\u7684\u7279\u5f81\u56fe\u88ab\u8868\u793a\u4e3a&nbsp;\ud835\udc18\u2062(L<sub>I<\/sub>,S<sub>I<\/sub>,C<sub>I<\/sub>)&nbsp;\u3002\u97f3\u8272\u63d0\u53d6\u5668\u662f\u4e00\u4e2a\u7b80\u5355\u76842D\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff0c\u5b83\u5bf9\u8f93\u5165\u8bed\u97f3\u7684\u6885\u5c14\u9891\u8c31\u56fe\u8fdb\u884c\u64cd\u4f5c\uff0c\u5e76\u8f93\u51fa\u4e00\u4e2a\u7f16\u7801\u97f3\u8272\u4fe1\u606f\u7684\u5355\u4e2a\u7279\u5f81\u5411\u91cf\u3002\u6211\u4eec\u5c06\u5176\u5e94\u7528\u4e8e&nbsp; \ud835\udc17\u2062(L<sub>I<\/sub>,S<sub>I<\/sub>,C<sub>I<\/sub>) &nbsp;\u4ee5\u83b7\u5f97\u77e2\u91cf&nbsp;\ud835\udc2f\u2062(C<sub>I<\/sub>)&nbsp;\uff0c\u7136\u540e\u5c06\u5176\u5e94\u7528\u4e8e&nbsp;\ud835\udc17\u2062(L<sub>O<\/sub>,S<sub>O<\/sub>,C<sub>O<\/sub>)&nbsp;\u4ee5\u83b7\u5f97\u77e2\u91cf&nbsp;\ud835\udc2f\u2062(C<sub>O<\/sub>)&nbsp;\u3002<\/p>\n\n\n\n<p><strong>\u6807\u51c6\u5316flow\u5c42<\/strong>\u5c06&nbsp;\ud835\udc18\u2062(LI,SI,CI)&nbsp;\u548c&nbsp;\ud835\udc2f\u2062(CI)&nbsp;\u4f5c\u4e3a\u8f93\u5165\uff0c\u5e76\u8f93\u51fa\u6d88\u9664\u8272\u8c03\u97f3\u8272\u4fe1\u606f\u4f46\u4fdd\u7559\u6240\u6709\u5269\u4f59\u6837\u5f0f\u5c5e\u6027\u7684\u7279\u5f81\u8868\u793a&nbsp;\ud835\udc19\u2062(LI,SI)&nbsp;\u3002&nbsp;<strong>\u7279\u5f81\u5b57\u6bcd\u8868\uff08LI\uff0cSI\uff09\u6cbf\u65f6\u95f4\u7ef4\u5ea6\u4e0e\u56fd\u9645\u97f3\u6807\uff08IPA\uff09\u6cbf\u7740\u5bf9\u9f50\u3002<\/strong>\u7136\u540e\uff0c\u6211\u4eec\u5728\u53cd\u65b9\u5411\u4e0a\u5e94\u7528\u5f52\u4e00\u5316\u6d41\u5c42\uff0c\u5176\u5c06&nbsp;\ud835\udc19\u2062(LI,SI)&nbsp;\u548c&nbsp;\ud835\udc2f\u2062(CO)&nbsp;\u4f5c\u4e3a\u8f93\u5165\u5e76\u8f93\u51fa&nbsp;\ud835\udc18\u2062(LI,SI,CO)&nbsp;\u3002\u8fd9\u662f\u5c06\u6765\u81ea\u53c2\u8003\u8bf4\u8bdd\u8005\u7684\u97f3\u8272&nbsp;CO&nbsp;\u4f53\u73b0\u5230\u7279\u5f81\u56fe\u4e2d\u7684\u5173\u952e\u6b65\u9aa4\u3002\u7136\u540e&nbsp;\ud835\udc18\u2062(LI,SI,CO)&nbsp;\u88abHiFi-Gan\u89e3\u7801\u4e3a\u539f\u59cb\u6ce2\u5f62&nbsp;\ud835\udc17\u2062(LI,SI,CO)&nbsp;\u3002\u6211\u4eec\u7684OpenVoice\u5b9e\u73b0\u4e2d\u7684\u6574\u4e2a\u6a21\u578b\u662f\u524d\u9988\u7684\uff0c\u6ca1\u6709\u4efb\u4f55\u81ea\u56de\u5f52\u7ec4\u4ef6\u3002\u97f3\u8272\u8f6c\u6362\u5668\u5728\u6982\u5ff5\u4e0a\u7c7b\u4f3c\u4e8e\u8bed\u97f3\u8f6c\u6362\uff0c\u4f46\u662f\u5728\u5176\u529f\u80fd\u6027\u3001\u5176\u6a21\u578b\u7ed3\u6784\u4e0a\u7684\u5f52\u7eb3\u504f\u5dee\u548c\u8bad\u7ec3\u76ee\u6807\u4e0a\u5177\u6709\u4e0d\u540c\u7684\u91cd\u70b9\u3002 \u97f3\u8272\u8f6c\u6362\u5668\u4e2d\u7684flow\u5c42\u5728\u7ed3\u6784\u4e0a\u7c7b\u4f3c\u4e8e\u57fa\u4e8e\u6d41\u7684TTS\u65b9\u6cd5\uff0c\u4f46\u662f\u5177\u6709\u4e0d\u540c\u7684\u529f\u80fd\u548c\u8bad\u7ec3\u76ee\u6807\u3002<\/p>\n\n\n\n<p><strong>\u66ff\u4ee3\u65b9\u6cd5\u548c\u7f3a\u70b9\u3002<\/strong>\u867d\u7136\u6709\u5176\u4ed6\u65b9\u6cd5\u6765\u63d0\u53d6&nbsp;\ud835\udc19\u2062(LI,SI)&nbsp;\uff0c\u4f46\u6211\u4eec\u6839\u636e\u7ecf\u9a8c\u53d1\u73b0\uff0c\u6240\u63d0\u51fa\u7684\u65b9\u6cd5\u5b9e\u73b0\u4e86\u6700\u4f73\u7684\u97f3\u9891\u8d28\u91cf\u3002\u53ef\u4ee5\u4f7f\u7528<strong>HuBERT\u6765\u63d0\u53d6\u79bb\u6563\u6216\u8fde\u7eed\u7684\u58f0\u5b66\u5355\u5143\u4ee5\u6d88\u9664\u97f3\u8272\u4fe1\u606f\uff0c\u4f46\u6211\u4eec\u53d1\u73b0\u8fd9\u79cd\u65b9\u6cd5\u4e5f\u4ece\u8f93\u5165\u8bed\u97f3\u4e2d\u6d88\u9664\u4e86\u60c5\u611f\u548c\u53e3\u97f3<\/strong>\u3002\u5f53\u8f93\u5165\u662f\u770b\u4e0d\u89c1\u7684\u8bed\u8a00\u65f6\uff0c\u8fd9\u79cd\u7c7b\u578b\u7684\u65b9\u6cd5\u4e5f\u5b58\u5728\u4fdd\u7559\u97f3\u7d20\u7684\u81ea\u7136\u53d1\u97f3\u7684\u95ee\u9898\u3002\u6211\u4eec\u8fd8\u7814\u7a76\u4e86\u53e6\u4e00\u79cd\u65b9\u6cd5\uff0c\u8be5\u65b9\u6cd5\u4ed4\u7ec6\u6784\u5efa\u4fe1\u606f\u74f6\u9888\u4ee5\u4ec5\u4fdd\u7559\u8bed\u97f3\u5185\u5bb9\uff0c\u4f46\u6211\u4eec\u89c2\u5bdf\u5230\u8fd9\u79cd\u65b9\u6cd5\u65e0\u6cd5\u5b8c\u5168\u6d88\u9664\u97f3\u8c03\u97f3\u8272\u3002<\/p>\n\n\n\n<p>    OpenVoice\u7684\u8d21\u732e\u5728\u4e8e\u63d0\u4f9b\u4e86\u4e00\u4e2a<strong>\u89e3\u8026\u7684\u6846\u67b6\uff0c\u5c06\u8bed\u97f3\u98ce\u683c\u548c\u8bed\u8a00\u63a7\u5236\u4ece\u97f3\u8272\u514b\u9686\u4e2d\u5206\u79bb\u51fa\u6765\u3002<\/strong>\u8fd9\u975e\u5e38\u7b80\u5355\uff0c\u4f46\u975e\u5e38\u6709\u6548\uff0c\u7279\u522b\u662f\u5f53\u4f60\u60f3\u63a7\u5236\u98ce\u683c\uff0c\u53e3\u97f3\u6216\u63a8\u5e7f\u5230\u65b0\u7684\u8bed\u8a00\u3002\u5982\u679c\u60f3\u8981\u5728XTTS\u8fd9\u6837\u7684\u8026\u5408\u6846\u67b6\u4e0a\u62e5\u6709\u76f8\u540c\u7684\u63a7\u5236\u6743\uff0c\u53ef\u80fd\u9700\u8981\u5927\u91cf\u7684\u6570\u636e\u548c\u8ba1\u7b97\uff0c\u5e76\u4e14\u5f88\u96be\u6d41\u5229\u5730\u8bf4\u6bcf\u79cd\u8bed\u8a00\u3002\u5728OpenVoice\u4e2d\uff0c\u53ea\u8981\u5355\u626c\u58f0\u5668TTS\u8bf4\u8bdd\u6d41\u5229\uff0c\u514b\u9686\u7684\u8bed\u97f3\u5c31\u4f1a\u6d41\u5229\u3002 \u5c06\u8bed\u97f3\u98ce\u683c\u548c\u8bed\u8a00\u7684\u751f\u6210\u4e0e\u97f3\u8272\u7684\u751f\u6210\u8131\u94a9\u662fOpenVoice\u7684\u6838\u5fc3\u7406\u5ff5\u3002<\/p>\n\n\n\n<h3>Training<\/h3>\n\n\n\n<p>        \u4e3a\u4e86\u8bad\u7ec3base speaker TTS\u6a21\u578b\uff0c\u6211\u4eec\u4ece\u4e24\u4e2a\u82f1\u8bed\u8bf4\u8bdd\u4eba\uff08\u7f8e\u56fd\u53e3\u97f3\u548c\u82f1\u56fd\u53e3\u97f3\uff09\u3001\u4e00\u4e2a\u6c49\u8bed\u8bf4\u8bdd\u4eba\u548c\u4e00\u4e2a\u65e5\u8bed\u8bf4\u8bdd\u4eba\u6536\u96c6\u4e86\u97f3\u9891\u6837\u672c\u3002\u517130K\u53e5\uff0c\u5e73\u5747\u53e5\u957f7s\u3002\u4e2d\u82f1\u6587\u6570\u636e\u90fd\u6709\u60c5\u611f\u5206\u7c7b\u6807\u7b7e\u3002\u6211\u4eec\u5bf9VITS\u6a21\u578b\u3010<strong>\u65e0\u9700\u4efb\u4f55\u60c5\u611f\u6807\u6ce8\uff0c\u901a\u8fc7\u5bf9\u53c2\u8003\u8bed\u97f3\u4f7f\u7528\u60c5\u611f\u63d0\u53d6\u6a21\u578b\u00a0\u63d0\u53d6\u8bed\u53e5\u60c5\u611fembedding\u8f93\u5165\u7f51\u7edc\uff0c\u5b9e\u73b0\u60c5\u611f\u53ef\u63a7\u7684VITS\u5408\u6210<\/strong>\u3011\u8fdb\u884c\u4e86\u6539\u8fdb\uff0c\u5e76\u5c06\u60c5\u611f\u8303\u7574\u5d4c\u5165\u3001\u8bed\u8a00\u8303\u7574\u5d4c\u5165\u548c\u8bf4\u8bdd\u4ebaid\u8f93\u5165\u5230\u6587\u672c\u7f16\u7801\u5668\u3001\u65f6\u957f\u9884\u6d4b\u5668\u548cflow\u5c42\u3002\u57f9\u8bad\u9075\u5faaVITS\u4f5c\u8005\u63d0\u4f9b\u7684\u6807\u51c6\u7a0b\u5e8f\u3002\u8bad\u7ec3\u540e\u7684\u6a21\u578b\u80fd\u591f\u901a\u8fc7\u5728\u4e0d\u540c\u7684\u57fa\u672c\u8bf4\u8bdd\u4eba\u4e4b\u95f4\u5207\u6362\u6765\u6539\u53d8\u53e3\u97f3\u548c\u8bed\u8a00\uff0c\u5e76\u4ee5\u4e0d\u540c\u7684\u60c5\u7eea\u6765\u9605\u8bfb\u8f93\u5165\u6587\u672c\u3002\u6211\u4eec\u8fd8\u7528\u989d\u5916\u7684\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u4e86\u5b9e\u9a8c\uff0c<strong>\u8bc1\u5b9e\u4e86\u8282\u594f\u3001\u505c\u987f\u548c\u8bed\u8c03\u53ef\u4ee5\u7528\u548c\u60c5\u7eea\u5b8c\u5168\u4e00\u6837\u7684\u65b9\u5f0f\u5b66\u4e60\u3002<\/strong><\/p>\n\n\n\n<p>      \u4e3a\u4e86\u8bad\u7ec3\u97f3\u8272\u8f6c\u6362\u5668\uff0c\u6211\u4eec\u4ece20 K\u4e2a\u4eba\u4e2d\u6536\u96c6\u4e86300 K\u97f3\u9891\u6837\u672c\u3002\u5927\u7ea6180K\u4e2a\u6837\u672c\u662f\u82f1\u8bed\uff0c60k\u4e2a\u6837\u672c\u662f\u4e2d\u6587\uff0c60k\u4e2a\u6837\u672c\u662f\u65e5\u8bed\u3002\u8fd9\u5c31\u662f\u6211\u4eec\u6240\u8bf4\u7684MSML\u6570\u636e\u96c6\u3002\u97f3\u8272\u8f6c\u6362\u5668\u7684\u8bad\u7ec3\u76ee\u6807\u662f\u53cc\u91cd\u7684\u3002\u9996\u5148\uff0c\u6211\u4eec\u8981\u6c42\u7f16\u7801\u5668-\u89e3\u7801\u5668\u4ea7\u751f\u81ea\u7136\u7684\u58f0\u97f3\u3002\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u5c06\u7f16\u7801\u5668\u8f93\u51fa\u76f4\u63a5\u9988\u9001\u5230\u89e3\u7801\u5668\uff0c\u5e76\u4f7f\u7528\u5177\u6709mel\u9891\u8c31\u56fe\u635f\u5931\u548cHiFi-GAN\u635f\u5931\u7684\u539f\u59cb\u6ce2\u5f62\u6765\u76d1\u7763\u751f\u6210\u7684\u6ce2\u5f62\u3002<\/p>\n\n\n\n<p>      \u5176\u6b21\uff0c\u6211\u4eec\u8981\u6c42\u6d41\u5c42\u4ece\u97f3\u9891\u7279\u5f81\u4e2d\u6d88\u9664\u5c3d\u53ef\u80fd\u591a\u7684\u97f3\u8272\u4fe1\u606f\u3002\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u5bf9\u4e8e\u6bcf\u4e2a\u97f3\u9891\u6837\u672c\uff0c\u5176\u6587\u672c\u88ab\u8f6c\u6362\u4e3a<strong>IPA\u4e2d\u7684\u97f3\u7d20<\/strong>\u5e8f\u5217\uff0c\u6bcf\u4e2a\u97f3\u7d20\u7531\u53ef\u5b66\u4e60\u7684\u5411\u91cf\u5d4c\u5165\u8868\u793a\u3002\u5411\u91cf\u5d4c\u5165\u7684\u5e8f\u5217\u88ab\u4f20\u9012\u5230Transformer\u7f16\u7801\u5668\u4ee5\u4ea7\u751f\u6587\u672c\u5185\u5bb9\u7684\u7279\u5f81\u8868\u793a\u3002\u5c06\u8be5\u7279\u5f81\u8868\u793a\u4e3a\u00a0\ud835\udc0b\u2208\u211d<sup>c\u00d7l<\/sup>\u00a0\uff0c\u5176\u4e2d\u00a0c\u00a0\u662f\u7279\u5f81\u901a\u9053\u7684\u6570\u91cf\uff0c\u00a0l\u00a0\u662f\u8f93\u5165\u6587\u672c\u4e2d\u7684\u97f3\u7d20\u7684\u6570\u91cf\u3002\u97f3\u9891\u6ce2\u5f62\u7531\u7f16\u7801\u5668\u548c\u6d41\u5c42\u5904\u7406\u4ee5\u4ea7\u751f\u7279\u5f81\u8868\u793a\u00a0\ud835\udc19\u2208\u211d<sup>c\u00d7t<\/sup>\u00a0\uff0c\u5176\u4e2d\u00a0t\u00a0\u662f\u7279\u5f81\u6cbf\u65f6\u95f4\u7ef4\u5ea6\u6cbf\u7740\u7684\u957f\u5ea6\u3002 \u7136\u540e\uff0c\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u65f6\u95f4\u626d\u66f2\uff08\u66ff\u4ee3\u65b9\u6848\u662f\u5355\u8c03\u5bf9\u9f50\uff09\u6cbf\u7740\u65f6\u95f4\u7ef4\u5ea6\u5bf9\u9f50\u00a0\ud835\udc0b\u00a0\u548c\u00a0\ud835\udc19\u00a0\u4ee5\u4ea7\u751f\u00a0\ud835\udc0b\u00af\u2208\u211d<sup>c\u00d7t<\/sup>\u00a0\uff0c\u5e76\u6700\u5c0f\u5316\u00a0\ud835\udc0b\u00af\u00a0\u548c\u00a0\ud835\udc19\u00a0\u4e4b\u95f4\u7684KL\u53d1\u6563\u3002\u7531\u4e8e\u00a0\ud835\udc0b\u00af\u00a0\u4e0d\u5305\u542b\u4efb\u4f55\u97f3\u8272\u4fe1\u606f\uff0c\u56e0\u6b64\u6700\u5c0f\u5316\u76ee\u6807\u5c06\u9f13\u52b1\u6d41\u5c42\u4ece\u5176\u8f93\u51fa\u00a0\ud835\udc19\u00a0\u4e2d\u79fb\u9664\u97f3\u8272\u4fe1\u606f\u3002\u6d41\u5c42\u4ee5\u6765\u81ea\u97f3\u8272\u7f16\u7801\u5668\u7684\u97f3\u8272\u4fe1\u606f\u4e3a\u6761\u4ef6\uff0c\u8fd9\u8fdb\u4e00\u6b65\u5e2e\u52a9\u6d41\u5c42\u8bc6\u522b\u9700\u8981\u6d88\u9664\u7684\u4fe1\u606f\u3002\u6b64\u5916\uff0c\u6211\u4eec\u4e0d\u63d0\u4f9b\u4efb\u4f55\u98ce\u683c\u6216\u8bed\u8a00\u4fe1\u606f\u4f9b\u6d41\u5c42\u8fdb\u884c\u8c03\u8282\uff0c\u8fd9\u4f1a\u963b\u6b62\u6d41\u5c42\u6d88\u9664\u9664\u97f3\u8272\u4ee5\u5916\u7684\u4fe1\u606f\u3002 \u7531\u4e8e\u6d41\u5c42\u662f\u53ef\u9006\u7684\uff0c\u56e0\u6b64\u5c06\u5b83\u4eec\u8c03\u8282\u5728\u65b0\u7684\u97f3\u8272\u4fe1\u606f\u4e0a\u5e76\u8fd0\u884c\u5176\u9006\u8fc7\u7a0b\u53ef\u4ee5\u5c06\u65b0\u7684\u97f3\u8272\u6dfb\u52a0\u56de\u7279\u5f81\u8868\u793a\uff0c\u7136\u540e\u5c06\u7279\u5f81\u8868\u793a\u89e3\u7801\u4e3a\u5305\u542b\u65b0\u7684\u97f3\u8272\u7684\u539f\u59cb\u6ce2\u5f62\u3002<\/p>\n\n\n\n<h2>\u603b\u7ed3<\/h2>\n\n\n\n<p>        OpenVoice\u5c55\u793a\u4e86\u5353\u8d8a\u7684\u5b9e\u4f8b\u8bed\u97f3\u514b\u9686\u80fd\u529b\uff0c\u5e76\u4e14\u5728\u8bed\u97f3\u98ce\u683c\u548c\u8bed\u8a00\u65b9\u9762\u6bd4\u4ee5\u524d\u7684\u65b9\u6cd5\u66f4\u7075\u6d3b\u3002\u8fd9\u79cd\u65b9\u6cd5\u80cc\u540e\u7684\u76f4\u89c9\u662f\uff0c\u53ea\u8981\u6211\u4eec\u4e0d\u8981\u6c42\u6a21\u578b\u80fd\u591f\u514b\u9686\u53c2\u8003\u8bf4\u8bdd\u8005\u7684\u97f3\u8c03\u989c\u8272\uff0c\u5c31\u53ef\u4ee5\u76f8\u5bf9\u5bb9\u6613\u5730\u8bad\u7ec3\u57fa\u672c\u8bf4\u8bdd\u8005TTS\u6a21\u578b\u6765\u63a7\u5236\u8bed\u97f3\u98ce\u683c\u548c\u8bed\u8a00\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5efa\u8bae\u5c06\u97f3\u8272\u514b\u9686\u4e0e\u5176\u4ed6\u8bed\u97f3\u98ce\u683c\u548c\u8bed\u8a00\u5206\u79bb\uff0c\u6211\u4eec\u8ba4\u4e3a\u8fd9\u662fOpenVoice\u7684\u57fa\u672c\u8bbe\u8ba1\u539f\u5219\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>OpenVoice: Versatile Instant Voice Cloning https:\/\/gith &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2024\/08\/23\/openvoice\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">OpenVoice-\u8bed\u97f3\u514b\u9686\u7528\u4e8e\u6279\u91cf\u5408\u6210\u9ad8\u8d28\u91cf\u8bed\u97f3\u6570\u636e<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[40,4,38,34],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/17910"}],"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=17910"}],"version-history":[{"count":174,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/17910\/revisions"}],"predecessor-version":[{"id":18235,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/17910\/revisions\/18235"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=17910"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=17910"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=17910"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}