{"id":3758,"date":"2024-01-08T18:05:26","date_gmt":"2024-01-08T10:05:26","guid":{"rendered":"https:\/\/4399pay.com\/blog\/?p=3758"},"modified":"2024-01-08T18:05:27","modified_gmt":"2024-01-08T10:05:27","slug":"%e3%80%90ai-%e5%a3%b0%e9%9f%b3%e5%b7%a5%e5%85%b7%e3%80%91%e5%9b%bd%e5%a4%96%e6%8e%a8%e8%8d%9011labs%ef%bc%8c%e5%9b%bd%e5%86%85%e4%b8%ad%e6%96%87%e8%af%ad%e5%a2%83%e6%8e%a8%e8%8d%90%e5%b0%8f%e5%86%b0","status":"publish","type":"post","link":"\/blog\/archives\/3758","title":{"rendered":"\u3010AI \u58f0\u97f3\u5de5\u5177\u3011\u56fd\u5916\u63a8\u835011Labs\uff0c\u56fd\u5185\u4e2d\u6587\u8bed\u5883\u63a8\u8350\u5c0f\u51b0\uff0cOpenVoice\u5f00\u6e90\u91cc\u9762\u6700\u5f3a\u7684"},"content":{"rendered":"

\u4eca\u5929\u5206\u4eab\u4e00\u6b3e\u5f00\u6e90\u7684\u58f0\u97f3\u514b\u9686\u5de5\u5177\uff0cOpenVoice\uff0c\u5c3d\u7ba1\u4e2d\u6587\u8bed\u5883\u8fd8\u662f\u6548\u679c\u4e0d\u592a\u597d\uff1b\u4e0e11Labs\u76f8\u6bd4\u4e5f\u8981\u5dee\u4e9b\uff0c\u4f46\u662f\u662f\u5f00\u6e90\u91cc\u9762\u7684\u6700\u5f3a\u8005\u4e86\uff0c\u529f\u80fd\u4e5f\u5f88\u5f3a\u5927\u3002<\/p>\n

\"2\"<\/p>\n

\u9879\u76ee\u5b9e\u64cd\u5730\u5740\uff1a<\/p>\n

https:\/\/colab.research.google.com\/github\/hewis123\/OpenVoice\/blob\/main\/openvoice.ipynb<\/p>\n

\u9879\u76ee\u62a5\u544a\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2312.01479.pdf<\/p>\n

\u9879\u76eecode\u5730\u5740\uff1ahttps:\/\/github.com\/myshell-ai\/OpenVoice<\/p>\n

\u4e00\u3001OpenVoice\u7684\u5b9e\u73b0\u65b9\u6cd5\u548c\u6280\u672f\u7ec6\u8282<\/strong><\/strong><\/p>\n

1\u3001\u89e3\u8026\u8bed\u97f3\u98ce\u683c\u63a7\u5236\u4e0e\u97f3\u8272\u514b\u9686\uff1a<\/p>\n

OpenVoice\u5c06\u8bed\u97f3\u98ce\u683c\u63a7\u5236\uff08\u5982\u60c5\u611f\u3001\u53e3\u97f3\u3001\u8282\u594f\u3001\u505c\u987f\u548c\u8bed\u8c03\uff09\u4e0e\u97f3\u8272\u514b\u9686\u5206\u79bb\u3002\u8fd9\u79cd\u89e3\u8026\u5141\u8bb8\u5728\u4e0d\u4f9d\u8d56\u53c2\u8003\u8bf4\u8bdd\u8005\u98ce\u683c\u7684\u60c5\u51b5\u4e0b\u7075\u6d3b\u63a7\u5236\u8bed\u97f3\u98ce\u683c\u3002<\/p>\n

\u901a\u8fc7\u4f7f\u7528\u57fa\u7840\u8bf4\u8bdd\u8005TTS\u6a21\u578b\u6765\u63a7\u5236\u98ce\u683c\u53c2\u6570\u548c\u8bed\u8a00\uff0c\u800c\u97f3\u8272\u8f6c\u6362\u5668\u5219\u4e13\u6ce8\u4e8e\u5c06\u53c2\u8003\u8bf4\u8bdd\u8005\u7684\u97f3\u8272\u5d4c\u5165\u5230\u751f\u6210\u7684\u58f0\u97f3\u4e2d\u3002<\/p>\n

2\u3001\u57fa\u7840\u8bf4\u8bdd\u8005TTS\u6a21\u578b\uff1a<\/p>\n

\u8fd9\u4e2a\u6a21\u578b\u53ef\u4ee5\u662f\u5355\u8bf4\u8bdd\u8005\u6216\u591a\u8bf4\u8bdd\u8005\u6a21\u578b\uff0c\u5b83\u5141\u8bb8\u5bf9\u98ce\u683c\u53c2\u6570\uff08\u5982\u60c5\u611f\u3001\u53e3\u97f3\u3001\u8282\u594f\u3001\u505c\u987f\u548c\u8bed\u8c03\uff09\u4ee5\u53ca\u8bed\u8a00\u8fdb\u884c\u63a7\u5236\u3002<\/p>\n

\u8f93\u51fa\u7684\u58f0\u97f3\u88ab\u4f20\u9012\u7ed9\u97f3\u8272\u8f6c\u6362\u5668\uff0c\u540e\u8005\u6539\u53d8\u57fa\u7840\u8bf4\u8bdd\u8005\u7684\u97f3\u8272\u4e3a\u53c2\u8003\u8bf4\u8bdd\u8005\u7684\u97f3\u8272\u3002<\/p>\n

3\u3001\u97f3\u8272\u8f6c\u6362\u5668\uff1a<\/p>\n

\u97f3\u8272\u8f6c\u6362\u5668\u5305\u542b\u4e00\u4e2a\u7f16\u7801\u5668-\u89e3\u7801\u5668\u7ed3\u6784\uff0c\u4e2d\u95f4\u6709\u4e00\u4e2a\u53ef\u9006\u5f52\u4e00\u5316\u6d41\uff08invertible normalizing flow\uff09\u3002<\/p>\n

\u7f16\u7801\u5668\u662f\u4e00\u4e2a1D\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff0c\u5b83\u63a5\u6536\u57fa\u7840\u8bf4\u8bdd\u8005TTS\u6a21\u578b\u8f93\u51fa\u7684\u77ed\u65f6\u5085\u91cc\u53f6\u53d8\u6362\u9891\u8c31\u4f5c\u4e3a\u8f93\u5165\u3002<\/p>\n

\u97f3\u8272\u63d0\u53d6\u5668\u662f\u4e00\u4e2a\u7b80\u5355\u76842D\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff0c\u5b83\u5904\u7406\u8f93\u5165\u8bed\u97f3\u7684\u6885\u5c14\u9891\u8c31\u56fe\uff0c\u5e76\u8f93\u51fa\u4e00\u4e2a\u7279\u5f81\u5411\u91cf\uff0c\u7f16\u7801\u97f3\u8272\u4fe1\u606f\u3002<\/p>\n

\u5f52\u4e00\u5316\u6d41\u5c42\u63a5\u6536\u7f16\u7801\u5668\u7684\u8f93\u51fa\u548c\u97f3\u8272\u7279\u5f81\u5411\u91cf\uff0c\u8f93\u51fa\u4e00\u4e2a\u7279\u5f81\u8868\u793a\uff0c\u6d88\u9664\u97f3\u8272\u4fe1\u606f\u4f46\u4fdd\u7559\u6240\u6709\u5176\u4ed6\u98ce\u683c\u5c5e\u6027\u3002<\/p>\n

\u901a\u8fc7\u53cd\u5411\u5e94\u7528\u5f52\u4e00\u5316\u6d41\u5c42\uff0c\u53ef\u4ee5\u5c06\u53c2\u8003\u8bf4\u8bdd\u8005\u7684\u97f3\u8272\u7279\u5f81\u5d4c\u5165\u5230\u7279\u5f81\u8868\u793a\u4e2d\uff0c\u7136\u540e\u89e3\u7801\u4e3a\u539f\u59cb\u6ce2\u5f62\u3002<\/p>\n

4\u3001\u8bad\u7ec3\u8fc7\u7a0b\uff1a<\/p>\n

\u57fa\u7840\u8bf4\u8bdd\u8005TTS\u6a21\u578b\u7684\u8bad\u7ec3\u6d89\u53ca\u6536\u96c6\u4e0d\u540c\u8bed\u8a00\u548c\u53e3\u97f3\u7684\u97f3\u9891\u6837\u672c\uff0c\u5e76\u4f7f\u7528\u60c5\u7eea\u5206\u7c7b\u6807\u7b7e\u3002<\/p>\n

\u97f3\u8272\u8f6c\u6362\u5668\u7684\u8bad\u7ec3\u76ee\u6807\u662f\u751f\u6210\u81ea\u7136\u58f0\u97f3\uff0c\u5e76\u5c3d\u53ef\u80fd\u6d88\u9664\u97f3\u9891\u7279\u5f81\u4e2d\u7684\u97f3\u8272\u4fe1\u606f\uff0c\u540c\u65f6\u4fdd\u7559\u5176\u4ed6\u98ce\u683c\u5c5e\u6027\u3002<\/p>\n

5\u3001\u8de8\u8bed\u8a00\u8bed\u97f3\u514b\u9686\uff1a<\/p>\n

OpenVoice\u80fd\u591f\u5b9e\u73b0\u96f6\u6837\u672c\u8de8\u8bed\u8a00\u8bed\u97f3\u514b\u9686\uff0c\u5373\u4f7f\u76ee\u6807\u8bed\u8a00\u4e0d\u5728\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u3002<\/p>\n

\u8fd9\u901a\u8fc7\u4f7f\u7528\u56fd\u9645\u97f3\u6807\uff08IPA\uff09\u4f5c\u4e3a\u97f3\u7d20\u5b57\u5178\u6765\u5b9e\u73b0\uff0c\u5b83\u5141\u8bb8\u6a21\u578b\u751f\u6210\u8bed\u8a00\u4e2d\u7acb\u7684\u8868\u793a\uff0c\u4ece\u800c\u5373\u4f7f\u8f93\u5165\u7684\u662f\u672a\u89c1\u8bed\u8a00\u7684\u8bed\u97f3\uff0c\u4e5f\u80fd\u987a\u5229\u5904\u7406\u3002<\/p>\n

6\u3001\u5feb\u901f\u63a8\u7406\uff1a<\/p>\n

OpenVoice\u7684\u7ed3\u6784\u662f\u524d\u5411\u7684\uff0c\u6ca1\u6709\u81ea\u56de\u5f52\u7ec4\u4ef6\uff0c\u8fd9\u4f7f\u5f97\u5b83\u80fd\u591f\u5b9e\u73b0\u975e\u5e38\u5feb\u7684\u63a8\u7406\u901f\u5ea6\u3002<\/p>\n

\u4e8c\u3001OpenVoice\u5728\u4e0d\u540c\u65b9\u9762\u7684\u6027\u80fd\u548c\u6548\u679c<\/strong><\/strong><\/p>\n

1\u3001\u97f3\u8272\u514b\u9686\u7684\u51c6\u786e\u6027\uff1a<\/p>\n

OpenVoice\u6784\u5efa\u4e86\u4e00\u4e2a\u6d4b\u8bd5\u96c6\uff0c\u5176\u4e2d\u5305\u62ec\u6765\u81ea\u540d\u4eba\u3001\u6e38\u620f\u89d2\u8272\u548c\u533f\u540d\u4e2a\u4f53\u7684\u53c2\u8003\u8bf4\u8bdd\u8005\u3002<\/p>\n

\u65e0\u8bba\u4f7f\u7528\u54ea\u79cd\u57fa\u7840\u8bf4\u8bdd\u8005\u548c\u53c2\u8003\u8bf4\u8bdd\u8005\uff0cOpenVoice\u90fd\u80fd\u591f\u51c6\u786e\u5730\u514b\u9686\u53c2\u8003\u8bf4\u8bdd\u8005\u7684\u97f3\u8272\u3002<\/p>\n

\u8fd9\u8868\u660eOpenVoice\u5728\u97f3\u8272\u514b\u9686\u65b9\u9762\u5177\u6709\u5f88\u9ad8\u7684\u51c6\u786e\u6027\uff0c\u80fd\u591f\u751f\u6210\u4e0e\u53c2\u8003\u8bf4\u8bdd\u8005\u97f3\u8272\u76f8\u5339\u914d\u7684\u8bed\u97f3\u3002<\/p>\n

\"3\"<\/strong><\/strong><\/p>\n

2\u3001\u8bed\u97f3\u98ce\u683c\u7684\u7075\u6d3b\u63a7\u5236\uff1a<\/p>\n

\u4e3a\u4e86\u9a8c\u8bc1\u97f3\u8272\u8f6c\u6362\u5668\u80fd\u591f\u4fdd\u7559\u9664\u97f3\u8272\u4ee5\u5916\u7684\u6240\u6709\u98ce\u683c\u548c\u8bed\u97f3\u5c5e\u6027\uff0c\u7814\u7a76\u8005\u4f7f\u7528\u57fa\u7840\u8bf4\u8bdd\u8005\u6a21\u578b\u548c\u5fae\u8f6fTTS\uff08\u4f7f\u7528SSML\uff09\u751f\u6210\u4e86\u5177\u6709\u591a\u79cd\u98ce\u683c\uff08\u60c5\u611f\u3001\u53e3\u97f3\u3001\u8282\u594f\u3001\u505c\u987f\u548c\u8bed\u8c03\uff09\u7684\u8bed\u97f3\u8bed\u6599\u5e93\u3002<\/p>\n

\u8f6c\u6362\u5230\u53c2\u8003\u8bf4\u8bdd\u8005\u7684\u97f3\u8272\u540e\uff0c\u89c2\u5bdf\u5230\u6240\u6709\u98ce\u683c\u90fd\u5f97\u5230\u4e86\u5f88\u597d\u7684\u4fdd\u7559\u3002\u5728\u6781\u5c11\u6570\u60c5\u51b5\u4e0b\uff0c\u60c5\u611f\u53ef\u80fd\u4f1a\u7565\u5fae\u4e2d\u6027\u5316\uff0c\u4f46\u53ef\u4ee5\u901a\u8fc7\u8c03\u6574\u60c5\u611f\u5d4c\u5165\u5411\u91cf\u6765\u89e3\u51b3\u3002<\/p>\n

\"4\"<\/strong><\/strong><\/p>\n

3\u3001\u8de8\u8bed\u8a00\u8bed\u97f3\u514b\u9686\u7684\u4fbf\u6377\u6027\uff1a<\/p>\n

OpenVoice\u5c55\u793a\u4e86\u5176\u5728\u672a\u89c1\u8bed\u8a00\u4e0a\u7684\u514b\u9686\u80fd\u529b\u3002\u5373\u4f7f\u53c2\u8003\u8bf4\u8bdd\u8005\u7684\u8bed\u8a00\u6216\u751f\u6210\u8bed\u97f3\u7684\u8bed\u8a00\u4e0d\u5728MSML\u6570\u636e\u96c6\u4e2d\uff0c\u6a21\u578b\u4e5f\u80fd\u591f\u514b\u9686\u53c2\u8003\u8bf4\u8bdd\u8005\u7684\u97f3\u8272\u5e76\u751f\u6210\u76f8\u5e94\u8bed\u8a00\u7684\u8bed\u97f3\u3002<\/p>\n

\u8fd9\u8868\u660eOpenVoice\u5177\u6709\u5f3a\u5927\u7684\u8de8\u8bed\u8a00\u9002\u5e94\u6027\uff0c\u5373\u4f7f\u5728\u6ca1\u6709\u5927\u91cf\u591a\u8bf4\u8bdd\u8005\u6570\u636e\u7684\u60c5\u51b5\u4e0b\u4e5f\u80fd\u5de5\u4f5c\u3002<\/p>\n

\"5\"<\/strong><\/strong><\/p>\n

4\u3001\u5feb\u901f\u63a8\u7406\u4e0e\u4f4e\u6210\u672c\uff1a<\/p>\n

OpenVoice\u7684\u524d\u5411\u7ed3\u6784\u4f7f\u5176\u5177\u6709\u9ad8\u63a8\u7406\u901f\u5ea6\u3002\u5b9e\u9a8c\u663e\u793a\uff0c\u7ecf\u8fc7\u8f7b\u5fae\u4f18\u5316\u7684OpenVoice\u7248\u672c\uff08\u5305\u62ec\u57fa\u7840\u8bf4\u8bdd\u8005\u6a21\u578b\u548c\u97f3\u8272\u8f6c\u6362\u5668\uff09\u80fd\u591f\u5728\u5355\u4e2aA10G GPU\u4e0a\u5b9e\u73b012\u500d\u5b9e\u65f6\u6027\u80fd\uff0c\u5373\u751f\u6210\u4e00\u79d2\u8bed\u97f3\u53ea\u9700\u898185\u6beb\u79d2\u3002<\/p>\n

\u901a\u8fc7\u8be6\u7ec6\u7684GPU\u4f7f\u7528\u5206\u6790\uff0c\u4f30\u8ba1\u5176\u6027\u80fd\u4e0a\u9650\u5927\u7ea6\u4e3a40\u500d\u5b9e\u65f6\uff0c\u4f46\u5c06\u8fd9\u4e00\u6539\u8fdb\u7559\u7ed9\u672a\u6765\u7684\u5de5\u4f5c\u3002<\/p>\n

5\u3001\u56fd\u9645\u97f3\u6807\uff08IPA\uff09\u7684\u91cd\u8981\u6027\uff1a<\/p>\n

\u4f7f\u7528IPA\u4f5c\u4e3a\u97f3\u7d20\u5b57\u5178\u5bf9\u4e8e\u97f3\u8272\u8f6c\u6362\u5668\u5728\u8de8\u8bed\u8a00\u8bed\u97f3\u514b\u9686\u4e2d\u7684\u8868\u73b0\u81f3\u5173\u91cd\u8981\u3002<\/p>\n

\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u6587\u672c\u9996\u5148\u88ab\u8f6c\u6362\u4e3aIPA\u97f3\u7d20\u5e8f\u5217\uff0c\u7136\u540e\u6bcf\u4e2a\u97f3\u7d20\u7531\u53ef\u5b66\u4e60\u5411\u91cf\u8868\u793a\u3002\u8fd9\u4e9b\u5411\u91cf\u8868\u793a\u88ab\u7f16\u7801\u5e76\u4e0e\u6d41\u5c42\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4\uff0c\u4ee5\u6d88\u9664\u97f3\u8272\u4fe1\u606f\u3002<\/p>\n

IPA\u4f5c\u4e3a\u4e00\u4e2a\u8de8\u8bed\u8a00\u7edf\u4e00\u7684\u97f3\u7d20\u5b57\u5178\uff0c\u4f7f\u5f97\u6d41\u5c42\u80fd\u591f\u751f\u6210\u8bed\u8a00\u4e2d\u7acb\u7684\u8868\u793a\u3002\u5373\u4f7f\u8f93\u5165\u7684\u662f\u672a\u89c1\u8bed\u8a00\u7684\u8bed\u97f3\uff0c\u6a21\u578b\u4e5f\u80fd\u591f\u987a\u5229\u5904\u7406\u3002<\/p>\n

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