{"id":31370,"date":"2025-05-16T14:25:12","date_gmt":"2025-05-16T06:25:12","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=31370"},"modified":"2025-05-16T17:21:41","modified_gmt":"2025-05-16T09:21:41","slug":"minimax-speech-02","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/minimax-speech-02\/","title":{"rendered":"MiniMax Speech 02"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-31371\" title=\"MiniMax Speech 02 \u6280\u672f\u89e3\u6790\uff1a\u4e00\u6b3e\u96c6\u6210\u53ef\u5b66\u4e60\u97f3\u8272\u7f16\u7801\u5668\u4e0e Flow-VAE \u7684\u5148\u8fdb\u6587\u672c\u8f6c\u8bed\u97f3\u7cfb\u7edf-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/39742af40bc1067.png\" alt=\"MiniMax Speech 02 \u6280\u672f\u89e3\u6790\uff1a\u4e00\u6b3e\u96c6\u6210\u53ef\u5b66\u4e60\u97f3\u8272\u7f16\u7801\u5668\u4e0e Flow-VAE \u7684\u5148\u8fdb\u6587\u672c\u8f6c\u8bed\u97f3\u7cfb\u7edf-1\" width=\"2560\" height=\"911\" \/><\/p>\n<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u4e0d\u65ad\u6f14\u8fdb\uff0c\u4e2a\u6027\u5316\u548c\u9ad8\u81ea\u7136\u5ea6\u7684\u8bed\u97f3\u4ea4\u4e92\u5df2\u6210\u4e3a\u4f17\u591a\u667a\u80fd\u5e94\u7528\u7684\u5173\u952e\u9700\u6c42\u3002\u7136\u800c\uff0c\u73b0\u6709\u7684\u6587\u672c\u8f6c\u8bed\u97f3 (TTS) \u6280\u672f\u5728\u6ee1\u8db3\u5927\u89c4\u6a21\u4e2a\u6027\u5316\u97f3\u8272\u3001\u591a\u8bed\u79cd\u8986\u76d6\u4ee5\u53ca\u9ad8\u5ea6\u771f\u5b9e\u60c5\u611f\u8868\u8fbe\u65b9\u9762\u4ecd\u9762\u4e34\u6311\u6218\u3002\u9488\u5bf9\u8fd9\u4e9b\u884c\u4e1a\u75db\u70b9\uff0c<strong>MiniMax Speech 02<\/strong>\u00a0\u4f5c\u4e3a\u4e00\u6b3e\u57fa\u4e8e AR <a href=\"https:\/\/www.kdjingpai.com\/pt\/transformer\/\">Transformer<\/a> \u67b6\u6784\u7684\u9ad8\u8d28\u91cf TTS \u7cfb\u7edf\u88ab\u63a8\u51fa\uff0c\u65e8\u5728\u901a\u8fc7\u5176\u72ec\u7279\u7684\u6280\u672f\u521b\u65b0\uff0c\u4e3a\u4e2a\u6027\u5316\u8bed\u97f3\u5408\u6210\u9886\u57df\u5e26\u6765\u65b0\u7684\u7a81\u7834\u3002<\/p>\n<p>\u8be5\u7cfb\u7edf\u5ba3\u79f0\u5177\u5907\u5f3a\u5927\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u80fd\u591f\u5904\u7406\u591a\u8fbe 32 \u79cd\u8bed\u8a00\uff0c\u5e76\u652f\u6301\u4e0d\u540c\u53e3\u97f3\u548c\u60c5\u611f\u98ce\u683c\u7684\u4eba\u58f0\u5408\u6210\u3002\u5176\u6838\u5fc3\u4eae\u70b9\u5728\u4e8e\u5f15\u5165\u4e86\u4e00\u79cd\u540d\u4e3a\u201c\u53ef\u5b66\u4e60\u7684\u97f3\u8272\u63d0\u53d6\u5668\u201d (learnable speaker encoder) \u7684\u673a\u5236\uff0c\u5e76\u7ed3\u5408\u4e86 AR Transformer \u6a21\u578b\u8fdb\u884c\u534f\u540c\u8bad\u7ec3\u3002\u8fd9\u4e00\u8bbe\u8ba1\u4f7f\u5f97\u00a0<strong>MiniMax Speech 02<\/strong>\u00a0\u80fd\u591f\u5b9e\u73b0\u9ad8\u6548\u7684\u00a0<strong>Zero-shot<\/strong>\u00a0\u8bed\u97f3\u514b\u9686\uff0c\u5373\u5728\u65e0\u9700\u76ee\u6807\u8bf4\u8bdd\u4eba\u5927\u91cf\u8bad\u7ec3\u6570\u636e\u7684\u60c5\u51b5\u4e0b\uff0c\u4ec5\u51ed\u7b80\u77ed\u7684\u53c2\u8003\u97f3\u9891\u5373\u53ef\u751f\u6210\u5177\u6709\u8be5\u8bf4\u8bdd\u4eba\u97f3\u8272\u7279\u5f81\u7684\u8bed\u97f3\u3002<\/p>\n<h3>\u6027\u80fd\u4e0e\u5e02\u573a\u8ba4\u53ef\uff1a\u53cc\u699c\u7b2c\u4e00\u4e0e\u6210\u672c\u6548\u76ca<\/h3>\n<p>\u6839\u636e\u516c\u5f00\u7684\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c\uff0c<strong>MiniMax Speech 02<\/strong>\u00a0(\u5728\u699c\u5355\u4e2d\u8bb0\u5f55\u4e3a Speech-02-HD) \u5728 <a href=\"https:\/\/www.kdjingpai.com\/pt\/artificial-analysis\/\">Artificial Analysis<\/a> Speech Arena \u548c Hugging Face TTS Arena \u8fd9\u4e24\u4e2a\u5168\u7403\u6027\u7684\u8bed\u97f3\u5408\u6210\u7ade\u6280\u573a\u4e2d\uff0c\u5747\u53d6\u5f97\u4e86\u9886\u5148\u4e8e OpenAI \u3001 <a href=\"https:\/\/www.kdjingpai.com\/pt\/elevenlabs\/\">ElevenLabs<\/a> \u7b49\u77e5\u540d\u6a21\u578b\u7684\u6210\u7ee9\u3002\u8fd9\u4e9b\u5e73\u53f0\u901a\u5e38\u91c7\u7528\u7528\u6237\u76f2\u542c\u6253\u5206\u7684 ELO \u8bc4\u7ea7\u7cfb\u7edf\uff0c\u5176\u7ed3\u679c\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u53cd\u6620\u4e86\u6a21\u578b\u5728\u5b9e\u9645\u542c\u611f\u4e0a\u7684\u4f18\u8d8a\u6027\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-31372\" title=\"MiniMax Speech 02 \u6280\u672f\u89e3\u6790\uff1a\u4e00\u6b3e\u96c6\u6210\u53ef\u5b66\u4e60\u97f3\u8272\u7f16\u7801\u5668\u4e0e Flow-VAE \u7684\u5148\u8fdb\u6587\u672c\u8f6c\u8bed\u97f3\u7cfb\u7edf-2\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/2fe40c56c799a36.png\" alt=\"MiniMax Speech 02 \u6280\u672f\u89e3\u6790\uff1a\u4e00\u6b3e\u96c6\u6210\u53ef\u5b66\u4e60\u97f3\u8272\u7f16\u7801\u5668\u4e0e Flow-VAE \u7684\u5148\u8fdb\u6587\u672c\u8f6c\u8bed\u97f3\u7cfb\u7edf-2\" width=\"1122\" height=\"1322\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/2fe40c56c799a36.png 1122w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/2fe40c56c799a36-10x12.png 10w\" sizes=\"auto, (max-width: 1122px) 100vw, 1122px\" \/><br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-31373\" title=\"MiniMax Speech 02 \u6280\u672f\u89e3\u6790\uff1a\u4e00\u6b3e\u96c6\u6210\u53ef\u5b66\u4e60\u97f3\u8272\u7f16\u7801\u5668\u4e0e Flow-VAE \u7684\u5148\u8fdb\u6587\u672c\u8f6c\u8bed\u97f3\u7cfb\u7edf-3\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/240679a8a6577b7.jpg\" alt=\"MiniMax Speech 02 \u6280\u672f\u89e3\u6790\uff1a\u4e00\u6b3e\u96c6\u6210\u53ef\u5b66\u4e60\u97f3\u8272\u7f16\u7801\u5668\u4e0e Flow-VAE \u7684\u5148\u8fdb\u6587\u672c\u8f6c\u8bed\u97f3\u7cfb\u7edf-3\" width=\"1656\" height=\"1244\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/240679a8a6577b7.jpg 1656w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/240679a8a6577b7-1536x1154.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/240679a8a6577b7-16x12.jpg 16w\" sizes=\"auto, (max-width: 1656px) 100vw, 1656px\" \/><\/p>\n<p>\u9664\u4e86\u6027\u80fd\u6307\u6807\uff0c<strong>MiniMax Speech 02<\/strong>\u00a0\u5728\u5546\u4e1a\u5316\u90e8\u7f72\u65b9\u9762\u4e5f\u8003\u8651\u4e86\u6210\u672c\u56e0\u7d20\u3002\u636e\u79f0\uff0c\u5176\u670d\u52a1\u4ef7\u683c\u76f8\u8f83\u4e8e ElevenLabs \u7684 Flash V2.5 \u548c Mutilingual V2 \u4ea7\u54c1\u5206\u522b\u4f4e\u7ea6 50% \u548c 75%\uff0c\u8fd9\u4e3a\u66f4\u5e7f\u6cdb\u7684\u5f00\u53d1\u8005\u548c\u4f01\u4e1a\u5e94\u7528\u63d0\u4f9b\u4e86\u66f4\u5177\u5438\u5f15\u529b\u7684\u9009\u62e9\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-31374\" title=\"MiniMax Speech 02 \u6280\u672f\u89e3\u6790\uff1a\u4e00\u6b3e\u96c6\u6210\u53ef\u5b66\u4e60\u97f3\u8272\u7f16\u7801\u5668\u4e0e Flow-VAE \u7684\u5148\u8fdb\u6587\u672c\u8f6c\u8bed\u97f3\u7cfb\u7edf-4\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/384d75d944495fe.png\" alt=\"MiniMax Speech 02 \u6280\u672f\u89e3\u6790\uff1a\u4e00\u6b3e\u96c6\u6210\u53ef\u5b66\u4e60\u97f3\u8272\u7f16\u7801\u5668\u4e0e Flow-VAE \u7684\u5148\u8fdb\u6587\u672c\u8f6c\u8bed\u97f3\u7cfb\u7edf-4\" width=\"1732\" height=\"870\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/384d75d944495fe.png 1732w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/384d75d944495fe-1536x772.png 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/384d75d944495fe-18x9.png 18w\" sizes=\"auto, (max-width: 1732px) 100vw, 1732px\" \/><\/p>\n<h3>\u6838\u5fc3\u6280\u672f\u67b6\u6784\uff1a\u53ef\u5b66\u4e60\u97f3\u8272\u7f16\u7801\u5668\u4e0e Zero-shot \u80fd\u529b<\/h3>\n<p><strong>MiniMax Speech 02<\/strong>\u00a0\u7684\u6280\u672f\u521b\u65b0\u4e3b\u8981\u56f4\u7ed5\u5176\u201c\u53ef\u5b66\u4e60\u7684\u97f3\u8272\u63d0\u53d6\u5668\u201d\u5c55\u5f00\u3002\u8be5\u63d0\u53d6\u5668\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u4eba\u58f0\u7f16\u7801\u5668 (speaker encoder)\uff0c\u5176\u529f\u80fd\u662f\u5c06\u4efb\u610f\u957f\u5ea6\u7684\u53c2\u8003\u97f3\u9891\u7247\u6bb5\u7f16\u7801\u6210\u4e00\u4e2a\u56fa\u5b9a\u5927\u5c0f\u7684\u6761\u4ef6\u5411\u91cf (speaker embedding)\u3002\u8fd9\u4e2a\u5411\u91cf\u6355\u6349\u4e86\u53c2\u8003\u97f3\u9891\u4e2d\u7684\u6838\u5fc3\u97f3\u8272\u7279\u5f81\uff0c\u7528\u4e8e\u6307\u5bfc\u540e\u7eed\u7684\u8bed\u97f3\u5408\u6210\u8fc7\u7a0b\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-31375\" title=\"MiniMax Speech 02 \u6280\u672f\u89e3\u6790\uff1a\u4e00\u6b3e\u96c6\u6210\u53ef\u5b66\u4e60\u97f3\u8272\u7f16\u7801\u5668\u4e0e Flow-VAE \u7684\u5148\u8fdb\u6587\u672c\u8f6c\u8bed\u97f3\u7cfb\u7edf-5\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/0fb77032a26214b.jpg\" alt=\"MiniMax Speech 02 \u6280\u672f\u89e3\u6790\uff1a\u4e00\u6b3e\u96c6\u6210\u53ef\u5b66\u4e60\u97f3\u8272\u7f16\u7801\u5668\u4e0e Flow-VAE \u7684\u5148\u8fdb\u6587\u672c\u8f6c\u8bed\u97f3\u7cfb\u7edf-5\" width=\"2560\" height=\"487\" \/><\/p>\n<p>\u8be5\u67b6\u6784\u7684\u5173\u952e\u7279\u6027\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u9ad8\u6548\u7684 Zero-shot \u97f3\u8272\u514b\u9686<\/strong>\uff1a\u7cfb\u7edf\u4ec5\u9700\u4e00\u6bb5\u53c2\u8003\u97f3\u9891\uff08\u65e0\u9700\u6587\u672c\u8f6c\u5f55\uff09\uff0c\u4fbf\u80fd\u4ece\u4e2d\u63d0\u53d6\u97f3\u8272\u4fe1\u606f\uff0c\u5e76\u5c06\u5176\u5e94\u7528\u4e8e\u65b0\u7684\u6587\u672c\u5185\u5bb9\u751f\u6210\u3002\u8fd9\u79cd\u65b9\u6cd5\u4fa7\u91cd\u4e8e\u6355\u6349\u58f0\u97f3\u7684\u672c\u8d28\u7279\u5f81\uff0c\u5982\u97f3\u8272\u3001\u57fa\u9891\u548c\u97f5\u5f8b\u98ce\u683c\uff0c\u4ece\u800c\u4e3a\u751f\u6210\u5177\u6709\u9ad8\u5ea6\u81ea\u7136\u5ea6\u548c\u8868\u73b0\u529b\u7684\u8bed\u97f3\u63d0\u4f9b\u4e86\u57fa\u7840\u3002\u8f93\u51fa\u7684\u8bed\u97f3\u4e0d\u4ec5\u5728\u97f3\u8272\u4e0a\u4e0e\u53c2\u8003\u97f3\u9891\u9ad8\u5ea6\u76f8\u4f3c\uff0c\u4e14\u5728\u53d1\u97f3\u7a33\u5b9a\u6027\u4e0a\u8868\u73b0\u4f18\u5f02\u3002<\/li>\n<li><strong>\u5e7f\u6cdb\u7684\u591a\u8bed\u8a00\u652f\u6301 (32 \u79cd)<\/strong>\uff1a\u97f3\u8272\u63d0\u53d6\u5668\u5728\u5904\u7406\u53c2\u8003\u97f3\u9891\u65f6\uff0c\u5b9e\u73b0\u4e86\u97f3\u8272\u7279\u5f81\u4e0e\u8bed\u4e49\u5185\u5bb9\u7684\u5206\u79bb\u3002\u7531\u4e8e\u8be5\u7f16\u7801\u5668\u662f\u201c\u53ef\u5b66\u4e60\u7684\u201d\uff0c\u5b83\u80fd\u591f\u5728\u5305\u542b\u591a\u79cd\u8bed\u8a00\u7684\u5927\u89c4\u6a21\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u8bad\u7ec3\u3002\u8fd9\u4e00\u7279\u6027\u4f7f\u5f97\u00a0<strong>MiniMax Speech 02<\/strong>\u00a0\u80fd\u591f\u5185\u5728\u5730\u652f\u6301\u591a\u8fbe 32 \u79cd\u8bed\u8a00\u7684\u8bed\u97f3\u5408\u6210\uff0c\u5e76\u5728\u8de8\u8bed\u8a00\u5408\u6210\u4efb\u52a1\u4e2d\u4fdd\u6301\u8f83\u597d\u7684\u97f3\u8272\u4e00\u81f4\u6027\u548c\u81ea\u7136\u5ea6\u3002<\/li>\n<li><strong>\u7075\u6d3b\u7684\u529f\u80fd\u6269\u5c55\u6027<\/strong>\uff1a\u97f3\u8272\u7f16\u7801\u5668\u4ea7\u751f\u7684\u6761\u4ef6\u5411\u91cf\u5177\u6709\u826f\u597d\u7684\u89e3\u8026\u7279\u6027\uff0c\u8fd9\u4e3a\u4e0b\u6e38\u5e94\u7528\u7684\u6269\u5c55\u63d0\u4f9b\u4e86\u4fbf\u5229\u3002\u76ee\u524d\uff0c\u5df2\u5b9e\u73b0\u7684\u529f\u80fd\u5305\u62ec\u5bf9\u5408\u6210\u8bed\u97f3\u8fdb\u884c\u7075\u6d3b\u7684\u60c5\u611f\u63a7\u5236\u3001\u6839\u636e\u6587\u672c\u63cf\u8ff0\u751f\u6210\u7279\u5b9a\u97f3\u8272\uff08Text-to-Voice, T2V\uff09\uff0c\u4ee5\u53ca\u901a\u8fc7\u5c11\u91cf\u76ee\u6807\u8bf4\u8bdd\u4eba\u6570\u636e\u8fdb\u884c\u5fae\u8c03\u4ee5\u5b9e\u73b0\u66f4\u4e13\u4e1a\u7684\u8bed\u97f3\u514b\u9686\u6548\u679c (Professional Voice Cloning, PVC)\u3002<\/li>\n<\/ul>\n<h3>\u97f3\u8d28\u63d0\u5347\u6280\u672f\uff1aFlow-VAE \u7684\u5e94\u7528<\/h3>\n<p>\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347\u751f\u6210\u8bed\u97f3\u7684\u97f3\u8d28\u548c\u771f\u5b9e\u611f\uff0c<strong>MiniMax Speech 02<\/strong>\u00a0\u5f15\u5165\u4e86 Flow-VAE \u6280\u672f\u3002\u4f20\u7edf\u7684\u53d8\u5206\u81ea\u7f16\u7801\u5668 (VAE) \u901a\u5e38\u5047\u8bbe\u5176\u6f5c\u7a7a\u95f4 (latent space) \u670d\u4ece\u6807\u51c6\u9ad8\u65af\u5206\u5e03\uff0c\u8fd9\u53ef\u80fd\u9650\u5236\u5176\u5bf9\u590d\u6742\u97f3\u9891\u7279\u5f81\u7684\u8868\u8fbe\u80fd\u529b\u3002Flow-VAE \u5219\u901a\u8fc7\u5f15\u5165\u6d41\u6a21\u578b (flow model) \u6765\u4f18\u5316\u6f5c\u7a7a\u95f4\u7684\u5206\u5e03\uff0c\u5141\u8bb8\u7f16\u7801\u5668\u8f93\u51fa\u66f4\u7075\u6d3b\u7684\u6b63\u6001\u5206\u5e03\uff0c\u4ece\u800c\u63d0\u5347\u7f16\u7801\u5668\u7684\u4fe1\u606f\u8868\u8fbe\u80fd\u529b\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-31376\" title=\"MiniMax Speech 02 \u6280\u672f\u89e3\u6790\uff1a\u4e00\u6b3e\u96c6\u6210\u53ef\u5b66\u4e60\u97f3\u8272\u7f16\u7801\u5668\u4e0e Flow-VAE \u7684\u5148\u8fdb\u6587\u672c\u8f6c\u8bed\u97f3\u7cfb\u7edf-6\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/49e8b76ec05d646.png\" alt=\"MiniMax Speech 02 \u6280\u672f\u89e3\u6790\uff1a\u4e00\u6b3e\u96c6\u6210\u53ef\u5b66\u4e60\u97f3\u8272\u7f16\u7801\u5668\u4e0e Flow-VAE \u7684\u5148\u8fdb\u6587\u672c\u8f6c\u8bed\u97f3\u7cfb\u7edf-6\" width=\"1358\" height=\"740\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/49e8b76ec05d646.png 1358w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/49e8b76ec05d646-18x10.png 18w\" sizes=\"auto, (max-width: 1358px) 100vw, 1358px\" \/><\/p>\n<p>\u5177\u4f53\u800c\u8a00\uff0cFlow-VAE \u9996\u5148\u5c06\u97f3\u9891\u6ce2\u5f62\u538b\u7f29\u4e3a\u6bd4\u4f20\u7edf\u6885\u5c14\u9891\u8c31\u56fe\u5305\u542b\u66f4\u4e30\u5bcc\u4fe1\u606f\u7684\u9690\u5c42\u7279\u5f81\u3002\u968f\u540e\uff0cFlow Matching \u6a21\u578b\u88ab\u7528\u6765\u7cbe\u786e\u5730\u5efa\u6a21\u8fd9\u4e9b\u9690\u5c42\u7279\u5f81\u7684\u5206\u5e03\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u7cfb\u7edf\u5728\u8bed\u97f3\u5408\u6210\u65f6\u80fd\u591f\u91cd\u5efa\u66f4\u591a\u58f0\u97f3\u7ec6\u8282\uff0c\u4ece\u800c\u5728\u542c\u611f\u4e0a\u5b9e\u73b0\u66f4\u9ad8\u7684\u97f3\u8d28\u4fdd\u771f\u5ea6\u548c\u97f3\u8272\u76f8\u4f3c\u5ea6\u3002<\/p>\n<h3>\u591a\u7ef4\u5ea6\u6027\u80fd\u8bc4\u4f30<\/h3>\n<p>\u6839\u636e\u5176\u53d1\u5e03\u7684\u6280\u672f\u62a5\u544a (<a href=\"https:\/\/minimax-ai.github.io\/tts_tech_report\/\">\u6280\u672f\u62a5\u544a\u94fe\u63a5<\/a>) \u53ca\u6f14\u793a\u6848\u4f8b (<a href=\"https:\/\/www.minimaxi.com\/audio\">\u4f53\u9a8c\u94fe\u63a5<\/a>)\uff0c<strong>MiniMax Speech 02<\/strong>\u00a0\u5728\u591a\u4e2a\u65b9\u9762\u5c55\u73b0\u4e86\u5176\u6027\u80fd\uff1a<\/p>\n<ul>\n<li><strong>\u97f3\u8272\u8868\u73b0\u591a\u6837\u6027<\/strong>\uff1a\u7cfb\u7edf\u80fd\u591f\u751f\u6210\u591a\u79cd\u98ce\u683c\u7684\u8bed\u97f3\uff0c\u5305\u62ec\u5bcc\u6709\u611f\u67d3\u529b\u7684\u6f14\u8bb2\u3001\u8f7b\u67d4\u7684\u8033\u8bed (ASMR) \u7b49\uff0c\u5c55\u793a\u4e86\u8f83\u5bbd\u7684\u60c5\u611f\u548c\u98ce\u683c\u8986\u76d6\u8303\u56f4\u3002<\/li>\n<li><strong>\u591a\u8bed\u8a00\u4e0e\u8de8\u8bed\u8a00\u80fd\u529b<\/strong>\uff1a\u9664\u4e86\u5bf9\u6cf0\u8bed\u3001\u6ce2\u5170\u8bed\u3001\u65e5\u8bed\u7b49\u591a\u79cd\u8bed\u8a00\u7684\u76f4\u63a5\u5408\u6210\u5916\uff0c\u8fd8\u5c55\u793a\u4e86 Zero-shot \u8de8\u8bed\u8a00\u80fd\u529b\uff0c\u4f8b\u5982\u4f7f\u7528\u82f1\u6587\u53c2\u8003\u97f3\u8272\u5408\u6210\u4e2d\u6587\u6216\u897f\u73ed\u7259\u8bed\u5185\u5bb9\uff0c\u540c\u65f6\u4fdd\u6301\u97f3\u8272\u7684\u4e00\u81f4\u6027\u3002<\/li>\n<li><strong>\u6587\u751f\u97f3 (T2V)<\/strong>\uff1a\u652f\u6301\u901a\u8fc7\u6587\u672c\u63cf\u8ff0\uff08\u5982\u201c\u6c99\u54d1\u7684\u4e2d\u5e74\u7537\u58f0\uff0c\u8bed\u901f\u4e2d\u6162\uff0c\u97f3\u8c03\u4f4e\u6c89\u201d\uff09\u6765\u751f\u6210\u7b26\u5408\u63cf\u8ff0\u7279\u5f81\u7684\u8bed\u97f3\u3002<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-31377\" title=\"MiniMax Speech 02 \u6280\u672f\u89e3\u6790\uff1a\u4e00\u6b3e\u96c6\u6210\u53ef\u5b66\u4e60\u97f3\u8272\u7f16\u7801\u5668\u4e0e Flow-VAE \u7684\u5148\u8fdb\u6587\u672c\u8f6c\u8bed\u97f3\u7cfb\u7edf-7\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/9d7cc40ebdd0a64.png\" alt=\"MiniMax Speech 02 \u6280\u672f\u89e3\u6790\uff1a\u4e00\u6b3e\u96c6\u6210\u53ef\u5b66\u4e60\u97f3\u8272\u7f16\u7801\u5668\u4e0e Flow-VAE \u7684\u5148\u8fdb\u6587\u672c\u8f6c\u8bed\u97f3\u7cfb\u7edf-7\" width=\"1240\" height=\"1298\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/9d7cc40ebdd0a64.png 1240w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/9d7cc40ebdd0a64-11x12.png 11w\" sizes=\"auto, (max-width: 1240px) 100vw, 1240px\" \/><\/p>\n<p>\u5728\u4e00\u9879\u9488\u5bf9\u591a\u8bed\u8a00 Zero-shot \u6027\u80fd\u7684\u5bf9\u6bd4\u6d4b\u8bd5\u4e2d\uff0c\u5c06\u00a0<strong>MiniMax Speech 02<\/strong>\u00a0\u4e0e ElevenLabs multilingual_V2 \u6a21\u578b\u8fdb\u884c\u4e86\u6bd4\u8f83\u3002\u8bc4\u4f30\u6307\u6807\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u8bed\u97f3\u76f8\u4f3c\u5ea6 (SIM)<\/strong>\uff1a\u901a\u8fc7\u8ba1\u7b97\u8bf4\u8bdd\u4eba\u5d4c\u5165 (speaker embedding) \u4e4b\u95f4\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6\u6765\u8861\u91cf\u3002\u7ed3\u679c\u663e\u793a\uff0c<strong>MiniMax Speech 02<\/strong>\u00a0\u5728\u6240\u6709\u6d4b\u8bd5\u8bed\u79cd\u7684 SIM \u6307\u6807\u4e0a\u5747\u4f18\u4e8e\u5bf9\u6bd4\u6a21\u578b\u3002<\/li>\n<li><strong>\u5b57\u9519\u7387 (WER)<\/strong>\uff1a\u4f7f\u7528 Whisper-large-v3 \u6216 Paraformer-ZM \u8fdb\u884c\u8bed\u97f3\u8bc6\u522b\u8f6c\u5f55\u540e\u8ba1\u7b97\u3002<strong>MiniMax Speech 02<\/strong>\u00a0\u5728\u82f1\u8bed\u3001\u6cd5\u8bed\u3001\u610f\u5927\u5229\u8bed\u3001\u8461\u8404\u7259\u8bed\u7b49\u4e3b\u6d41\u6b27\u7f8e\u8bed\u8a00\u4e0a\u8868\u73b0\u51fa\u8f83\u9ad8\u7684\u51c6\u786e\u6027\u3002\u62a5\u544a\u6307\u51fa\uff0c\u5bf9\u6bd4\u6a21\u578b\u5728\u90e8\u5206\u4e9a\u6d32\u8bed\u79cd\uff08\u5982\u7ca4\u8bed\u3001\u6cf0\u8bed\u3001\u8d8a\u5357\u8bed\u3001\u65e5\u8bed\uff09\u4e0a\u7684 WER \u8d85\u8fc7 10%\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u6570\u636e\u8868\u660e\u00a0<strong>MiniMax Speech 02<\/strong>\u00a0\u5728\u591a\u8bed\u8a00\u9002\u5e94\u6027\u548c\u97f3\u8272\u514b\u9686\u7684\u51c6\u786e\u6027\u65b9\u9762\u5177\u6709\u8f83\u5f3a\u7684\u7ade\u4e89\u529b\u3002<\/p>\n<h3>\u6280\u672f\u5e94\u7528\u4e0e\u524d\u666f<\/h3>\n<p><strong>MiniMax Speech 02<\/strong>\u00a0\u7684\u6280\u672f\u8fdb\u6b65\u4e3a\u4e2a\u6027\u5316\u5185\u5bb9\u521b\u4f5c\u3001\u8de8\u8bed\u8a00\u4ea4\u6d41\u4ee5\u53ca\u4eba\u673a\u4ea4\u4e92\u7b49\u9886\u57df\u63d0\u4f9b\u4e86\u65b0\u7684\u53ef\u80fd\u6027\u3002\u4f8b\u5982\uff0c\u5185\u5bb9\u521b\u4f5c\u8005\u53ef\u4ee5\u5229\u7528\u8be5\u6280\u672f\u4ee5\u8f83\u4f4e\u6210\u672c\u5236\u4f5c\u591a\u8bed\u79cd\u3001\u591a\u98ce\u683c\u7684\u97f3\u9891\u5185\u5bb9\u3002\u6b64\u5916\uff0c\u5bf9\u7a00\u6709\u8bed\u79cd\u7684\u652f\u6301\u4e5f\u6709\u52a9\u4e8e\u6570\u5b57\u65f6\u4ee3\u8bed\u8a00\u591a\u6837\u6027\u7684\u4fdd\u62a4\u548c\u4f20\u64ad\u3002<\/p>\n<p>\u8be5\u7cfb\u7edf\u7684\u540e\u7eed\u53d1\u5c55\u65b9\u5411\u5c06\u805a\u7126\u4e8e\u8fdb\u4e00\u6b65\u63d0\u5347\u6a21\u578b\u7684\u53ef\u63a7\u6027\u548c\u6548\u7387\u3002\u5176\u5728\u97f3\u8272\u514b\u9686\u3001\u591a\u8bed\u8a00\u652f\u6301\u548c\u97f3\u8d28\u65b9\u9762\u7684\u7efc\u5408\u8868\u73b0\uff0c\u4f7f\u5176\u6210\u4e3a\u5f53\u524d TTS \u6280\u672f\u9886\u57df\u4e00\u4e2a\u503c\u5f97\u5173\u6ce8\u7684\u8fdb\u5c55\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u4e0d\u65ad\u6f14\u8fdb\uff0c\u4e2a\u6027\u5316\u548c\u9ad8\u81ea\u7136\u5ea6\u7684\u8bed\u97f3\u4ea4\u4e92\u5df2\u6210\u4e3a\u4f17\u591a\u667a\u80fd\u5e94\u7528\u7684\u5173\u952e\u9700\u6c42\u3002\u7136\u800c\uff0c\u73b0\u6709\u7684\u6587\u672c\u8f6c\u8bed\u97f3 (TTS) \u6280\u672f\u5728\u6ee1\u8db3\u5927\u89c4\u6a21\u4e2a\u6027\u5316\u97f3\u8272\u3001\u591a\u8bed\u79cd\u8986\u76d6\u4ee5\u53ca\u9ad8\u5ea6\u771f\u5b9e\u60c5\u611f\u8868\u8fbe\u65b9\u9762\u4ecd\u9762\u4e34\u6311\u6218\u3002\u9488\u5bf9\u8fd9\u4e9b\u884c\u4e1a\u75db\u70b9\uff0cMiniMax Speech&#8230;<\/p>\n","protected":false},"author":1,"featured_media":31369,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[392,400],"tags":[],"class_list":["post-31370","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-models","category-speech-model"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/31370","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=31370"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/31370\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/31369"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=31370"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=31370"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=31370"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}