{"id":31579,"date":"2026-08-25T09:59:04","date_gmt":"2026-08-25T01:59:04","guid":{"rendered":"http:\/\/139.9.1.231\/?p=31579"},"modified":"2026-08-25T09:59:06","modified_gmt":"2026-08-25T01:59:06","slug":"minimax-music-3-0","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2026\/08\/25\/minimax-music-3-0\/","title":{"rendered":"MiniMax Music 3.0-\u97f3\u4e50\u521b\u4f5c\u6a21\u578b"},"content":{"rendered":"\n<ul class=\"has-light-pink-background-color has-background\"><li><em><a href=\"https:\/\/www.modelscope.cn\/models\/MiniMax\/MiniMax-Music3\"><strong>https:\/\/www.modelscope.cn\/models\/MiniMax\/MiniMax-Music3<\/strong><\/a><\/em><\/li><li><em><a href=\"https:\/\/www.minimaxi.com\/blog\/minimax-music-3-0-cn\"><strong>https:\/\/www.minimaxi.com\/blog\/minimax-music-3-0-cn<\/strong><\/a><\/em><\/li><\/ul>\n\n\n\n<p>MiniMax Music 3 \u662f\u4e00\u79cd\u9ad8\u6027\u80fd\u7684\u97f3\u4e50\u521b\u4f5c\u6a21\u578b\uff0c\u80fd\u591f\u751f\u6210\u65f6\u957f\u53ef\u8fbe\u4e94\u5206\u949f\u7684\u5b8c\u6574\u6b4c\u66f2\u3002\u8be5\u6a21\u578b\u57fa\u4e8e\u6b4c\u8bcd\u548c\u8be6\u7ec6\u7684\u97f3\u4e50\u63cf\u8ff0\u8fdb\u884c\u521b\u4f5c\uff0c\u80fd\u591f\u751f\u6210\u7ed3\u6784\u7d27\u51d1\u3001\u5bcc\u6709\u8868\u73b0\u529b\u7684\u6b4c\u66f2\uff0c\u540c\u65f6\u5177\u5907\u7a33\u5b9a\u7684\u957f\u97f3\u9891\u8d28\u91cf\u3002\u53ea\u9700\u63d0\u4f9b\u4e00\u4e2a\u521b\u610f\u60f3\u6cd5\u548c\u53ef\u9009\u7684\u6b4c\u8bcd\uff0c\u6a21\u578b\u5373\u53ef\u5728\u4e00\u6b21\u751f\u6210\u4e2d\u5b8c\u6210\u4f5c\u66f2\u3001\u7f16\u66f2\u3001\u6f14\u5531\u4e0e\u5236\u4f5c\uff0c\u521b\u4f5c\u51fa\u4e00\u9996\u5b8c\u6574\u7684\u6b4c\u66f2\u3002<\/p>\n\n\n\n<p>\u4ece\u97f3\u4e50\u63cf\u8ff0\u3001\u8bed\u8a00\u6a21\u578b\u5230\u58f0\u97f3\u6e32\u67d3\u91cd\u65b0\u8bbe\u8ba1\u4e86\u6574\u6761\u751f\u6210\u94fe\u8def\uff1a\u7528\u7ec6\u7c92\u5ea6\u65f6\u5e8f\u63cf\u8ff0\u5448\u73b0\u60c5\u7eea\u3001\u914d\u5668\u4e0e\u6f14\u5531\u7684\u53d1\u5c55\uff0c\u4ee5\u5168\u5c40\u2014\u5c40\u90e8\u534f\u4f5c\u7684 Hybrid-LM \u517c\u987e\u957f\u7a0b\u7ed3\u6784\u548c\u58f0\u5b66\u7ec6\u8282\uff0c\u518d\u901a\u8fc7\u591a\u5c42 RVQ\u3001Hidden States \u878d\u5408\u4e0e Flow-Matching\/Flow-VAE \u63d0\u5347\u6700\u7ec8\u58f0\u97f3\u7684\u4fdd\u771f\u5ea6\u3002\u7531\u6b64\u5e26\u6765\u4e09\u9879\u6838\u5fc3\u5347\u7ea7\uff1a\u66f4\u51c6\u786e\u5730\u7406\u89e3\u521b\u4f5c\u610f\u56fe\u3001\u66f4\u5b8c\u6574\u4e14\u5bcc\u4e8e\u53d8\u5316\u7684\u7f16\u66f2\uff0c\u4ee5\u53ca\u66f4\u6e05\u6670\u3001\u66f4\u81ea\u7136\u7684\u58f0\u97f3\u8868\u73b0\u3002<\/p>\n\n\n\n<p>MiniMax Music 3 \u6a21\u578b\u7ed3\u5408\u4e86\u4e00\u4e2a 8 \u4ebf\u53c2\u6570\u7684\u5168\u5c40\u8bed\u8a00\u6a21\u578b\uff0c\u7528\u4e8e\u6784\u5efa\u957f\u671f\u7684\u97f3\u4e50\u7ed3\u6784\uff1b\u4ee5\u53ca\u4e00\u4e2a 0.6 \u4ebf\u53c2\u6570\u7684\u5c40\u90e8\u8bed\u8a00\u6a21\u578b\uff0c\u7528\u4e8e\u5904\u7406\u5e27\u7ea7\u7684\u58f0\u97f3\u7ec6\u8282\u3002\u8be5\u6a21\u578b\u8fd8\u91c7\u7528\u4e86\u57fa\u4e8e\u6d41\u5339\u914d\u548c\u6d41\u53d8\u663e\u5f0f\u4f30\u8ba1\u7684\u8fde\u7eed\u9690\u85cf\u72b6\u6001\u5408\u6210\u7cfb\u7edf\u3002\u6700\u7ec8\uff0c\u8be5\u6a21\u578b\u80fd\u591f\u751f\u6210 32 kHz \u91c7\u6837\u7387\u300116 \u4f4d\u7acb\u4f53\u58f0\u7684 WAV \u97f3\u9891\u6587\u4ef6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"816\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/08\/music3.0-Architecture-Diagram-1024x816.png\" alt=\"\" class=\"wp-image-31589\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/08\/music3.0-Architecture-Diagram-1024x816.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/08\/music3.0-Architecture-Diagram-300x239.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/08\/music3.0-Architecture-Diagram-768x612.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/08\/music3.0-Architecture-Diagram-1536x1224.png 1536w, http:\/\/139.9.1.231\/wp-content\/uploads\/2026\/08\/music3.0-Architecture-Diagram-2048x1632.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h1>MiniMax Music 3.0 \u6280\u672f\u89e3\u6790\uff1a\u5f00\u653e\u6743\u91cd\u97f3\u4e50\u6a21\u578b\u5982\u4f55\u5b9e\u73b0\u5b8c\u6574\u6b4c\u66f2\u751f\u6210<\/h1>\n\n\n\n<p>MiniMax \u6b63\u5f0f\u63a8\u51fa\u65b0\u4e00\u4ee3\u97f3\u4e50\u751f\u6210\u6a21\u578b <strong>MiniMax Music 3.0<\/strong>\u3002\u7528\u6237\u53ea\u9700\u8f93\u5165\u4e00\u4e2a\u521b\u610f\u60f3\u6cd5\uff0c\u5e76\u6839\u636e\u9700\u8981\u63d0\u4f9b\u6b4c\u8bcd\uff0c\u6a21\u578b\u4fbf\u53ef\u4ee5\u5728\u4e00\u6b21\u751f\u6210\u4e2d\u5b8c\u6210\u4f5c\u66f2\u3001\u7f16\u66f2\u3001\u6f14\u5531\u4e0e\u5236\u4f5c\uff0c\u751f\u6210\u6700\u957f\u7ea6 5 \u5206\u949f\u7684\u5b8c\u6574\u6b4c\u66f2\u3002<\/p>\n\n\n\n<p>\u4e0e\u53ea\u8ffd\u6c42\u201c\u751f\u6210\u4e00\u6bb5\u597d\u542c\u97f3\u9891\u201d\u7684\u4f20\u7edf\u65b9\u6848\u4e0d\u540c\uff0cMusic 3.0 \u66f4\u5173\u6ce8\u521b\u4f5c\u8005\u610f\u56fe\u80fd\u5426\u8d2f\u7a7f\u6574\u9996\u4f5c\u54c1\uff1a\u60c5\u7eea\u662f\u5426\u6301\u7eed\u4e00\u81f4\uff0c\u4e50\u5668\u662f\u5426\u6309\u7167\u7ed3\u6784\u5408\u7406\u8fdb\u5165\u548c\u9000\u51fa\uff0c\u4eba\u58f0\u662f\u5426\u81ea\u7136\uff0c\u6b4c\u66f2\u662f\u5426\u5177\u6709\u5b8c\u6574\u800c\u8fde\u8d2f\u7684\u53d1\u5c55\u3002<\/p>\n\n\n\n<p>MiniMax \u5b98\u65b9\u5c06 Music 3.0 \u5b9a\u4e49\u4e3a<strong>\u5f00\u653e\u6743\u91cd\u3001\u751f\u4ea7\u7ea7\u5168\u80fd\u97f3\u4e50\u6a21\u578b<\/strong>\u3002\u5176\u6838\u5fc3\u6280\u672f\u8def\u7ebf\u7531 Tokenizer\u3001Hybrid-LM \u548c Synthesis \u4e09\u4e2a\u90e8\u5206\u7ec4\u6210\uff0c\u5e76\u901a\u8fc7 Structured Caption\u3001Hidden State Fusion\u3001Flow-Matching \u548c Flow-VAE \u7b49\u6280\u672f\uff0c\u63d0\u5347\u97f3\u4e50\u7ed3\u6784\u3001\u7f16\u66f2\u7ec6\u8282\u4e0e\u58f0\u97f3\u8d28\u91cf\u3002<\/p>\n\n\n\n<h2>\u4e00\u3001Music 3.0 \u89e3\u51b3\u4e86\u97f3\u4e50\u751f\u6210\u4e2d\u7684\u54ea\u4e9b\u96be\u9898\uff1f<\/h2>\n\n\n\n<p>\u97f3\u4e50\u751f\u6210\u770b\u4f3c\u53ea\u9700\u8981\u201c\u8f93\u5165\u63d0\u793a\u8bcd\u3001\u8f93\u51fa\u97f3\u9891\u201d\uff0c\u4f46\u771f\u6b63\u56f0\u96be\u7684\u5730\u65b9\u5728\u4e8e\u5982\u4f55\u628a\u62bd\u8c61\u7684\u521b\u4f5c\u8981\u6c42\u8f6c\u5316\u4e3a\u53ef\u6301\u7eed\u6267\u884c\u7684\u97f3\u4e50\u7ed3\u6784\u3002<\/p>\n\n\n\n<ul><li>\u7528\u6237\u6307\u5b9a\u7684\u4e50\u5668\u80fd\u5426\u8d2f\u7a7f\u6574\u9996\u6b4c\u66f2\uff0c\u800c\u4e0d\u662f\u53ea\u5728\u5f00\u5934\u51fa\u73b0\uff1f<\/li><li>\u6b4c\u66f2\u4ece\u4e3b\u6b4c\u8fdb\u5165\u526f\u6b4c\u65f6\uff0c\u60c5\u7eea\u662f\u5426\u6709\u81ea\u7136\u7684\u94fa\u57ab\u548c\u91ca\u653e\uff1f<\/li><li>\u957f\u8fbe\u6570\u5206\u949f\u7684\u751f\u6210\u8fc7\u7a0b\u4e2d\uff0c\u8282\u594f\u3001\u8c03\u6027\u548c\u4eba\u58f0\u662f\u5426\u4fdd\u6301\u7a33\u5b9a\uff1f<\/li><li>\u590d\u6742\u7f16\u66f2\u4e2d\uff0c\u9f13\u7ec4\u3001\u8d1d\u65af\u3001\u4eba\u58f0\u548c\u65cb\u5f8b\u4e50\u5668\u80fd\u5426\u4fdd\u6301\u6e05\u6670\u5206\u79bb\uff1f<\/li><li>\u751f\u6210\u7684\u4eba\u58f0\u662f\u5426\u5177\u6709\u81ea\u7136\u7684\u53d1\u97f3\u3001\u6362\u6c14\u3001\u8fde\u8d2f\u6027\u548c\u60c5\u611f\u53d8\u5316\uff1f<\/li><\/ul>\n\n\n\n<p>Music 3.0 \u7684\u8bbe\u8ba1\u76ee\u6807\uff0c\u6b63\u662f\u540c\u65f6\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u3002\u5b83\u4e0d\u4ec5\u8981\u751f\u6210\u4e00\u6bb5\u5408\u7406\u7684\u97f3\u4e50\uff0c\u8fd8\u8981\u5c3d\u53ef\u80fd\u5b9e\u73b0\u4e00\u5957\u5b8c\u6574\u3001\u8fde\u8d2f\u7684\u521b\u4f5c\u6784\u60f3\u3002<\/p>\n\n\n\n<h2>\u4e8c\u3001\u4e09\u5c42\u6280\u672f\u67b6\u6784\uff1aTokenizer\u3001Hybrid-LM \u4e0e Synthesis<\/h2>\n\n\n\n<p>Music 3.0 \u7684\u5b8c\u6574\u751f\u6210\u6d41\u7a0b\u53ef\u4ee5\u6982\u62ec\u4e3a\u4e09\u4e2a\u9636\u6bb5\uff1a<\/p>\n\n\n\n<ol><li><strong>Tokenizer\uff1a<\/strong>\u5c06\u97f3\u4e50\u538b\u7f29\u6210\u9002\u5408\u6a21\u578b\u7406\u89e3\u548c\u9884\u6d4b\u7684\u591a\u5c42\u79bb\u6563\u8868\u793a\u3002<\/li><li><strong>Hybrid-LM\uff1a<\/strong>\u540c\u65f6\u5efa\u6a21\u6b4c\u66f2\u7684\u5168\u5c40\u7ed3\u6784\u548c\u5c40\u90e8\u58f0\u5b66\u7ec6\u8282\u3002<\/li><li><strong>Synthesis\uff1a<\/strong>\u5c06\u8bed\u8a00\u6a21\u578b\u7406\u89e3\u5230\u7684\u97f3\u4e50\u4fe1\u606f\u8fd8\u539f\u4e3a\u9ad8\u4fdd\u771f\u97f3\u9891\u3002<\/li><\/ol>\n\n\n\n<h3>1. \u591a\u5c42 RVQ\uff1a\u5206\u79bb\u97f3\u4e50\u7ed3\u6784\u4e0e\u58f0\u5b66\u7ec6\u8282<\/h3>\n\n\n\n<p>Music 3.0 \u4f7f\u7528\u516b\u5c42\u6b8b\u5dee\u5411\u91cf\u91cf\u5316\uff08Residual Vector Quantization\uff0cRVQ\uff09\u8868\u793a\u97f3\u4e50\u4fe1\u606f\u3002<\/p>\n\n\n\n<ul><li>\u7b2c\u4e00\u5c42\u4e3b\u8981\u8d1f\u8d23\u97f3\u4e50\u7684\u6838\u5fc3\u8bed\u4e49\u548c\u7ed3\u6784\u3002<\/li><li>\u7b2c\u4e8c\u81f3\u7b2c\u516b\u5c42\u9010\u6b65\u8865\u5145\u58f0\u5b66\u6b8b\u5dee\u548c\u58f0\u97f3\u7ec6\u8282\u3002<\/li><li>\u7b2c\u4e00\u5c42\u4f7f\u7528\u5927\u5c0f\u4e3a 16,384 \u7684\u7801\u672c\u3002<\/li><li>\u7b2c\u4e8c\u81f3\u7b2c\u516b\u5c42\u5206\u522b\u4f7f\u7528\u5927\u5c0f\u4e3a 1,024 \u7684\u7801\u672c\u3002<\/li><\/ul>\n\n\n\n<p>\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u6a21\u578b\u4f1a\u5148\u5355\u72ec\u8bad\u7ec3\u7b2c\u4e00\u5c42\uff0c\u4f7f\u5176\u5efa\u7acb\u7a33\u5b9a\u7684\u97f3\u4e50\u4fe1\u606f\u9aa8\u67b6\uff0c\u518d\u8054\u5408\u8bad\u7ec3\u5168\u90e8\u516b\u5c42\u3002\u8fd9\u6837\u7684\u5206\u5c42\u8bbe\u8ba1\uff0c\u53ef\u4ee5\u907f\u514d\u5355\u5c42 Token \u540c\u65f6\u627f\u62c5\u8fc7\u591a\u7684\u7ed3\u6784\u548c\u97f3\u8d28\u4fe1\u606f\uff0c\u4e5f\u6709\u52a9\u4e8e\u964d\u4f4e\u957f\u6b4c\u66f2\u751f\u6210\u65f6\u7684\u7d2f\u8ba1\u8bef\u5dee\u3002<\/p>\n\n\n\n<h3>2. Hybrid-LM\uff1a\u5168\u5c40\u7ed3\u6784\u4e0e\u5c40\u90e8\u58f0\u5b66\u534f\u540c\u5efa\u6a21<\/h3>\n\n\n\n<p>\u4e3a\u4e86\u517c\u987e\u957f\u7a0b\u7ed3\u6784\u548c\u5c40\u90e8\u7ec6\u8282\uff0cMusic 3.0 \u91c7\u7528\u4e86\u5168\u5c40\u6a21\u578b\u4e0e\u5c40\u90e8\u6a21\u578b\u534f\u540c\u5de5\u4f5c\u7684 Hybrid-LM \u67b6\u6784\u3002<\/p>\n\n\n\n<ul><li><strong>8B Global LLM\uff1a<\/strong>\u57fa\u4e8e Qwen3.5-8B \u521d\u59cb\u5316\uff0c\u8d1f\u8d23\u9010\u5e27\u9884\u6d4b\u97f3\u4e50\u8bed\u4e49 Token\uff0c\u5e76\u7406\u89e3\u6574\u9996\u6b4c\u66f2\u7684\u4e0a\u4e0b\u6587\u3001\u7ed3\u6784\u548c\u53d1\u5c55\u65b9\u5411\u3002<\/li><li><strong>0.6B Local LLM\uff1a<\/strong>\u968f\u673a\u521d\u59cb\u5316\uff0c\u8d1f\u8d23\u5728\u6bcf\u4e00\u5e27\u5185\u90e8\u6cbf\u6df1\u5ea6\u8f74\u9884\u6d4b\u58f0\u5b66 Token\uff0c\u8865\u5145\u5c40\u90e8\u7684\u97f3\u8272\u3001\u6f14\u594f\u548c\u58f0\u97f3\u7ec6\u8282\u3002<\/li><\/ul>\n\n\n\n<p>\u8bad\u7ec3\u8fc7\u7a0b\u5206\u4e3a\u4e24\u4e2a\u9636\u6bb5\u3002\u7b2c\u4e00\u9636\u6bb5\u4e3b\u8981\u5efa\u7acb Global LLM \u5bf9\u97f3\u4e50\u8bed\u4e49\u7684\u9884\u6d4b\u80fd\u529b\uff1b\u7b2c\u4e8c\u9636\u6bb5\u5219\u5bf9 Global LLM \u4e0e Local LLM \u8fdb\u884c\u5168\u53c2\u6570\u8054\u5408\u8bad\u7ec3\u3002<\/p>\n\n\n\n<p>\u8fd9\u79cd\u201c\u5168\u5c40\u8d1f\u8d23\u65b9\u5411\u3001\u5c40\u90e8\u8d1f\u8d23\u7ec6\u8282\u201d\u7684\u5206\u5de5\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u5728\u6700\u957f 5 \u5206\u949f\u7684\u6b4c\u66f2\u4e2d\u4fdd\u6301\u7ed3\u6784\u7a33\u5b9a\uff0c\u540c\u65f6\u4fdd\u7559\u4e0d\u540c\u6bb5\u843d\u5e94\u6709\u7684\u53d8\u5316\u3002<\/p>\n\n\n\n<h3>3. Hidden State Fusion\uff1a\u4ece\u79bb\u6563\u9884\u6d4b\u8d70\u5411\u8fde\u7eed\u58f0\u97f3\u6e32\u67d3<\/h3>\n\n\n\n<p>\u4f20\u7edf\u97f3\u4e50\u751f\u6210\u6d41\u7a0b\u901a\u5e38\u4f1a\u5c06\u79bb\u6563\u58f0\u5b66 Token \u76f4\u63a5\u9001\u5165\u89e3\u7801\u5668\u3002Music 3.0 \u5219\u8fdb\u4e00\u6b65\u878d\u5408 Global LLM \u4e0e Local LLM \u7684\u8fde\u7eed Hidden States\uff0c\u5e76\u5c06\u5176\u4f5c\u4e3a\u58f0\u97f3\u751f\u6210\u6a21\u5757\u7684\u6761\u4ef6\u8f93\u5165\u3002<\/p>\n\n\n\n<p>\u5b98\u65b9\u516c\u5e03\u7684\u58f0\u97f3\u751f\u6210\u94fe\u8def\u4e3a\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>LLM \u878d\u5408\u7279\u5f81 \u2192 Flow-Matching \u2192 VAE Hidden States \u2192 Flow-VAE Decoder \u2192 \u6700\u7ec8\u97f3\u9891<\/p><\/blockquote>\n\n\n\n<p>\u5176\u4e2d\uff0c2.4B Flow-Matching \u6a21\u5757\u8d1f\u8d23\u5c06\u878d\u5408\u540e\u7684\u8bed\u8a00\u6a21\u578b\u7279\u5f81\u6620\u5c04\u81f3 VAE \u9690\u7a7a\u95f4\uff1b123M Flow-VAE \u5219\u8d1f\u8d23\u5b8c\u6210\u6700\u7ec8\u7684\u97f3\u9891\u89e3\u7801\u3002<\/p>\n\n\n\n<p>\u76f8\u6bd4\u53ea\u4f9d\u8d56\u79bb\u6563 Token\uff0c\u8fde\u7eed Hidden States \u80fd\u591f\u4fdd\u7559\u66f4\u591a\u9ad8\u7ef4\u58f0\u5b66\u4fe1\u606f\uff0c\u4ece\u800c\u6539\u5584\u4eba\u58f0\u53d1\u97f3\u3001\u4e50\u5668\u8fde\u8d2f\u6027\u548c\u97f3\u4e50\u7ec6\u8282\u8868\u73b0\u3002<\/p>\n\n\n\n<h2>\u4e09\u3001Structured Caption\uff1a\u8ba9\u6a21\u578b\u771f\u6b63\u7406\u89e3\u521b\u4f5c\u610f\u56fe<\/h2>\n\n\n\n<p>\u97f3\u4e50\u63d0\u793a\u8bcd\u6700\u5927\u7684\u96be\u70b9\uff0c\u662f\u5f88\u591a\u542c\u611f\u63cf\u8ff0\u5e76\u4e0d\u80fd\u76f4\u63a5\u8f6c\u5316\u4e3a\u53ef\u6267\u884c\u7684\u751f\u6210\u6761\u4ef6\u3002\u4f8b\u5982\uff0c\u201c\u6e29\u6696\u4f46\u514b\u5236\u201d\u201c\u9010\u6e10\u53d8\u5f97\u5b8f\u5927\u201d\u201c\u50cf\u4e00\u573a\u73b0\u573a\u6f14\u51fa\u201d\u7b49\u8868\u8fbe\uff0c\u5bf9\u4eba\u7c7b\u97f3\u4e50\u5236\u4f5c\u4eba\u6765\u8bf4\u5f88\u76f4\u89c2\uff0c\u4f46\u5bf9\u6a21\u578b\u800c\u8a00\u5374\u9700\u8981\u66f4\u7ec6\u7c92\u5ea6\u7684\u7ed3\u6784\u5316\u63cf\u8ff0\u3002<\/p>\n\n\n\n<p>Music 3.0 \u4f7f\u7528 Structured Caption \u5bf9\u97f3\u4e50\u8fdb\u884c\u7ec6\u7c92\u5ea6\u7684\u65f6\u5e8f\u63cf\u8ff0\u3002\u5b83\u4e0d\u4ec5\u63cf\u8ff0\u66f2\u98ce\uff0c\u8fd8\u4f1a\u8fdb\u4e00\u6b65\u8bf4\u660e\uff1a<\/p>\n\n\n\n<ul><li>\u901f\u5ea6\u3001\u62cd\u53f7\u4e0e\u8c03\u6027\uff1b<\/li><li>\u97f3\u4e50\u60c5\u7eea\u5982\u4f55\u968f\u65f6\u95f4\u53d8\u5316\uff1b<\/li><li>\u4e3b\u594f\u548c\u4f34\u594f\u4e50\u5668\u4f55\u65f6\u8fdb\u5165\u3001\u53e0\u52a0\u6216\u9000\u51fa\uff1b<\/li><li>\u9f13\u7ec4\u3001\u8d1d\u65af\u548c\u5f8b\u52a8\u57fa\u7840\u5982\u4f55\u53d1\u5c55\uff1b<\/li><li>\u4eba\u58f0\u7684\u97f3\u8272\u3001\u5531\u6cd5\u3001\u6c14\u58f0\u3001\u5047\u58f0\u4e0e\u548c\u58f0\uff1b<\/li><li>\u7a7a\u95f4\u611f\u3001\u6df7\u97f3\u8d28\u611f\u3001Delay \u548c Autotune \u7b49\u6548\u679c\u3002<\/li><\/ul>\n\n\n\n<p>\u8fd9\u5957\u63cf\u8ff0\u65b9\u5f0f\u5c06\u62bd\u8c61\u7684\u97f3\u4e50\u611f\u53d7\u8f6c\u5316\u4e3a\u66f4\u63a5\u8fd1\u4e13\u4e1a\u7f16\u66f2\u8bed\u8a00\u7684\u751f\u6210\u6761\u4ef6\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u5728\u6b4c\u66f2\u53d1\u5c55\u8fc7\u7a0b\u4e2d\u7ef4\u6301\u7edf\u4e00\u7684\u97f3\u4e50\u8eab\u4efd\uff0c\u540c\u65f6\u4fdd\u7559\u5408\u7406\u7684\u52a8\u6001\u53d8\u5316\u3002<\/p>\n\n\n\n<h3>Prompt Enhancement\uff1a\u964d\u4f4e\u4e13\u4e1a\u97f3\u4e50\u521b\u4f5c\u95e8\u69db<\/h3>\n\n\n\n<p>\u4e3a\u4e86\u8ba9\u975e\u4e13\u4e1a\u7528\u6237\u4e5f\u80fd\u4f7f\u7528\u8fd9\u4e9b\u590d\u6742\u7684\u97f3\u4e50\u63cf\u8ff0\uff0cMiniMax \u6784\u5efa\u4e86\u57fa\u4e8e\u6a21\u677f\u7684 Prompt Enhancement System\u3002<\/p>\n\n\n\n<p>\u7cfb\u7edf\u53ef\u4ee5\u4ece\u4e13\u4e1a Structured Caption \u6a21\u677f\u5e93\u4e2d\u9009\u62e9\u5408\u9002\u7684\u8868\u8fbe\uff0c\u5e76\u7ed3\u5408\u97f3\u4e50\u672f\u8bed\u4e0e\u7f16\u66f2\u89c4\u5219\uff0c\u5c06\u7528\u6237\u7684\u4e00\u53e5\u8bdd\u6269\u5c55\u4e3a\u903b\u8f91\u66f4\u5b8c\u6574\u3001\u7ec6\u8282\u66f4\u4e30\u5bcc\u7684\u7ed3\u6784\u5316\u63d0\u793a\u8bcd\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\uff0c\u7528\u6237\u53ea\u9700\u8f93\u5165\u201c\u505a\u4e00\u9996\u6e29\u6696\u3001\u514b\u5236\u7684\u4e0d\u63d2\u7535\u6b4c\u66f2\u201d\uff0c\u7cfb\u7edf\u5c31\u53ef\u4ee5\u8fdb\u4e00\u6b65\u8865\u5145\u4eba\u58f0\u7c7b\u578b\u3001\u5409\u4ed6\u6f14\u594f\u65b9\u5f0f\u3001\u7a7a\u95f4\u611f\u3001\u52a8\u6001\u53d8\u5316\u548c\u6df7\u97f3\u65b9\u5411\uff0c\u4f7f\u6700\u7ec8\u7ed3\u679c\u66f4\u63a5\u8fd1\u7528\u6237\u771f\u6b63\u60f3\u8981\u7684\u4f5c\u54c1\u3002<\/p>\n\n\n\n<h2>\u56db\u3001\u66f4\u5b8c\u6574\u3001\u66f4\u5bcc\u4e8e\u53d8\u5316\u7684\u957f\u6b4c\u66f2\u7f16\u66f2<\/h2>\n\n\n\n<p>\u957f\u6b4c\u66f2\u751f\u6210\u5e76\u4e0d\u53ea\u662f\u628a\u97f3\u9891\u201c\u5ef6\u957f\u201d\u3002\u771f\u6b63\u7684\u96be\u70b9\u5728\u4e8e\u8ba9\u4e0d\u540c\u6bb5\u843d\u4e4b\u95f4\u5f62\u6210\u5408\u7406\u7684\u53d1\u5c55\u5173\u7cfb\u3002<\/p>\n\n\n\n<p>Music 3.0 \u652f\u6301\u4f7f\u7528\u6bb5\u843d\u6807\u7b7e\u63cf\u8ff0\u6b4c\u66f2\u7ed3\u6784\uff0c\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul><li><code>[intro]<\/code>\uff1a\u524d\u594f<\/li><li><code>[verse]<\/code>\uff1a\u4e3b\u6b4c<\/li><li><code>[pre-chorus]<\/code>\uff1a\u526f\u6b4c\u524d\u6bb5<\/li><li><code>[chorus]<\/code>\uff1a\u526f\u6b4c<\/li><li><code>[bridge]<\/code>\uff1a\u6865\u6bb5<\/li><li><code>[instrumental]<\/code>\uff1a\u5668\u4e50\u6bb5<\/li><li><code>[solo]<\/code>\uff1a\u72ec\u594f\u6bb5<\/li><li><code>[outro]<\/code>\uff1a\u5c3e\u594f<\/li><\/ul>\n\n\n\n<p>\u8fd9\u4e9b\u6807\u7b7e\u63d0\u4f9b\u5b8f\u89c2\u7ed3\u6784\uff0c\u800c Structured Caption \u5219\u8fdb\u4e00\u6b65\u63cf\u8ff0\u6bcf\u4e2a\u65f6\u95f4\u9636\u6bb5\u4e2d\u7684\u60c5\u7eea\u3001\u914d\u5668\u3001\u4eba\u58f0\u3001\u8282\u594f\u548c\u7a7a\u95f4\u6548\u679c\u3002\u4e24\u8005\u7ed3\u5408\u540e\uff0c\u6a21\u578b\u53ef\u4ee5\u66f4\u597d\u5730\u7406\u89e3\u201c\u54ea\u91cc\u5e94\u8be5\u53d1\u751f\u4ec0\u4e48\u53d8\u5316\u201d\u3002<\/p>\n\n\n\n<p>\u5728\u6a21\u578b\u4fa7\uff0c8B Global LLM \u8d1f\u8d23\u7ef4\u62a4\u5168\u66f2\u4e0a\u4e0b\u6587\uff0c0.6B Local LLM \u8d1f\u8d23\u8865\u5145\u6bcf\u4e2a\u65f6\u95f4\u5e27\u5185\u7684\u58f0\u5b66\u7ec6\u8282\u3002\u8fd9\u6837\u7684\u534f\u4f5c\u673a\u5236\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6b4c\u66f2\u4fdd\u6301\u6574\u4f53\u65b9\u5411\uff0c\u540c\u65f6\u907f\u514d\u957f\u65f6\u95f4\u751f\u6210\u4e2d\u51fa\u73b0\u6bb5\u843d\u91cd\u590d\u3001\u7f16\u66f2\u5355\u4e00\u6216\u60c5\u7eea\u7a81\u7136\u4e2d\u65ad\u3002<\/p>\n\n\n\n<h2>\u4e94\u3001\u58f0\u97f3\u54c1\u8d28\u5347\u7ea7\uff1a\u66f4\u6e05\u6670\u7684\u6df7\u97f3\u4e0e\u66f4\u771f\u5b9e\u7684\u4e50\u5668<\/h2>\n\n\n\n<p>Music 3.0 \u5728\u58f0\u97f3\u8868\u73b0\u65b9\u9762\u4e5f\u8fdb\u884c\u4e86\u7cfb\u7edf\u5347\u7ea7\uff0c\u76ee\u6807\u662f\u8ba9\u6df7\u97f3\u66f4\u52a0\u5f00\u9614\u3001\u6e05\u6670\u548c\u5e73\u8861\uff0c\u51cf\u5c11\u4f20\u7edf\u751f\u6210\u97f3\u4e50\u4e2d\u5e38\u89c1\u7684\u62e5\u6324\u4e0e\u6d51\u6d4a\u611f\u3002<\/p>\n\n\n\n<p>\u591a\u5c42 RVQ \u8d1f\u8d23\u4fdd\u7559\u4ece\u6838\u5fc3\u7ed3\u6784\u5230\u58f0\u5b66\u7ec6\u8282\u7684\u4e0d\u540c\u5c42\u6b21\u4fe1\u606f\uff1bHidden State Fusion \u5219\u5728\u8fde\u7eed\u7279\u5f81\u5c42\u9762\u8fde\u63a5\u8bed\u8a00\u6a21\u578b\u548c\u58f0\u97f3\u6e32\u67d3\u6a21\u5757\u3002\u901a\u8fc7\u8fd9\u4e24\u79cd\u65b9\u5f0f\uff0c\u6a21\u578b\u53ef\u4ee5\u66f4\u51c6\u786e\u5730\u54cd\u5e94\u5177\u4f53\u7684\u4e50\u5668\u6307\u4ee4\uff0c\u5e76\u5448\u73b0\u6ed1\u97f3\u3001\u8fde\u594f\u7b49\u66f4\u63a5\u8fd1\u771f\u5b9e\u6f14\u594f\u7684\u6280\u6cd5\u3002<\/p>\n\n\n\n<ul><li>\u72ec\u594f\u4e50\u5668\u7684\u89e6\u5f26\u3001\u8fd0\u5f13\u548c\u6f14\u594f\u7ec6\u8282\u66f4\u52a0\u6e05\u6670\uff1b<\/li><li>\u9f13\u7ec4\u548c\u8d1d\u65af\u5177\u6709\u66f4\u660e\u786e\u7684\u51b2\u51fb\u529b\u4e0e\u5c42\u6b21\uff1b<\/li><li>\u590d\u6742\u7535\u5b50\u7f16\u66f2\u4e2d\u7684\u58f0\u90e8\u5206\u79bb\u5ea6\u66f4\u9ad8\uff1b<\/li><li>\u4f4e\u9891\u4fdd\u6301\u529b\u91cf\u611f\uff0c\u540c\u65f6\u51cf\u5c11\u5bf9\u5176\u4ed6\u58f0\u90e8\u7684\u906e\u853d\uff1b<\/li><li>\u4eba\u58f0\u5468\u56f4\u7684\u7a7a\u95f4\u611f\u66f4\u52a0\u81ea\u7136\u3002<\/li><\/ul>\n\n\n\n<h2>\u516d\u3001\u91cd\u5851\u81ea\u7136\u4eba\u58f0\uff1a\u51cf\u5c11\u201c\u673a\u5668\u611f\u201d<\/h2>\n\n\n\n<p>\u4eba\u58f0\u5f80\u5f80\u662f\u751f\u6210\u97f3\u4e50\u4e2d\u6700\u5bb9\u6613\u66b4\u9732\u673a\u5668\u611f\u7684\u90e8\u5206\u3002\u9ad8\u9891\u4f2a\u5f71\u3001\u53d1\u97f3\u4e0d\u6e05\u3001\u4e50\u53e5\u50f5\u786c\u3001\u4e0d\u81ea\u7136\u7684\u6362\u6c14\uff0c\u90fd\u4f1a\u5f71\u54cd\u542c\u4f17\u5bf9\u6b4c\u66f2\u60c5\u611f\u7684\u611f\u53d7\u3002<\/p>\n\n\n\n<p>Music 3.0 \u901a\u8fc7\u65b0\u7684\u58f0\u97f3\u6e32\u67d3\u7cfb\u7edf\uff0c\u5bf9\u97f3\u8272\u3001\u5531\u6cd5\u3001\u6c14\u58f0\u3001\u5047\u58f0\u3001\u548c\u58f0\u4ee5\u53ca Delay\u3001Autotune \u7b49\u4eba\u58f0\u6548\u679c\u8fdb\u884c\u66f4\u7ec6\u81f4\u7684\u63cf\u8ff0\u3002<\/p>\n\n\n\n<p>\u7ed3\u5408 Global LLM \u4e0e Local LLM \u7684\u8fde\u7eed Hidden States\uff0cFlow-Matching \u548c Flow-VAE \u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6f14\u5531\u4fe1\u606f\u5e26\u5165\u6700\u7ec8\u7684\u97f3\u9891\u751f\u6210\u8fc7\u7a0b\uff0c\u4ece\u800c\u6539\u5584\uff1a<\/p>\n\n\n\n<ul><li>\u6b4c\u8bcd\u53d1\u97f3\u7684\u51c6\u786e\u6027\uff1b<\/li><li>\u65cb\u5f8b\u7ebf\u6761\u7684\u8fde\u8d2f\u6027\uff1b<\/li><li>\u4e3b\u6b4c\u4e0e\u526f\u6b4c\u4e4b\u95f4\u7684\u60c5\u7eea\u53d8\u5316\uff1b<\/li><li>\u547c\u5438\u548c\u505c\u987f\u7684\u81ea\u7136\u7a0b\u5ea6\uff1b<\/li><li>\u591a\u5c42\u548c\u58f0\u4e0e\u4e3b\u5531\u4e4b\u95f4\u7684\u878d\u5408\u3002<\/li><\/ul>\n\n\n\n<p>\u7406\u60f3\u60c5\u51b5\u4e0b\uff0c\u751f\u6210\u7684\u4eba\u58f0\u53ef\u4ee5\u4ece\u514b\u5236\u7684\u4e3b\u6b4c\u9010\u6e10\u8fc7\u6e21\u5230\u5f00\u9614\u7684\u526f\u6b4c\uff0c\u4e5f\u53ef\u4ee5\u6839\u636e\u6b4c\u66f2\u98ce\u683c\u5b8c\u6210\u8282\u594f\u578b\u6f14\u5531\u3001\u6301\u7eed\u65cb\u5f8b\u3001\u6c14\u58f0\u548c\u58f0\u7b49\u4e0d\u540c\u8868\u8fbe\u3002<\/p>\n\n\n\n<h2>\u4e03\u3001\u4e00\u4e2a\u9002\u5408 Music 3.0 \u7684\u63d0\u793a\u8bcd\u793a\u4f8b<\/h2>\n\n\n\n<p>\u5982\u679c\u5e0c\u671b\u83b7\u5f97\u66f4\u7a33\u5b9a\u7684\u7ed3\u679c\uff0c\u53ef\u4ee5\u53c2\u8003\u4ee5\u4e0b\u7ed3\u6784\u7f16\u5199\u63d0\u793a\u8bcd\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u6e29\u6696\u7684\u4e2d\u6587\u6d41\u884c\u6292\u60c5\u6b4c\u66f2\uff0c74 BPM\uff0cA\u266d\u5927\u8c03\u3002\n\u60c5\u7eea\u4ece\u514b\u5236\u6000\u65e7\u9010\u6e10\u53d1\u5c55\u5230\u6e29\u6696\u660e\u4eae\u7684\u526f\u6b4c\u3002\n\u6210\u719f\u7537\u4e2d\u97f3\uff0c\u7ec6\u817b\u4f46\u4e0d\u8fc7\u5ea6\u5938\u5f20\u7684\u6f14\u5531\uff0c\n\u4ee5\u94a2\u7434\u3001\u6728\u5409\u4ed6\u3001\u53e4\u7b5d\u548c\u67d4\u548c\u5f26\u4e50\u4e3a\u4e3b\u8981\u914d\u5668\u3002\n\u4e3b\u6b4c\u4fdd\u6301\u7559\u767d\uff0c\u526f\u6b4c\u52a0\u5165\u9f13\u7ec4\u548c\u5bbd\u9614\u548c\u58f0\uff0c\n\u6574\u4f53\u91c7\u7528\u81ea\u7136\u7684\u73b0\u573a\u5f55\u97f3\u5ba4\u6df7\u97f3\u8d28\u611f\u3002\n\n&#91;Intro]\n&#91;Verse]\n&#91;Pre-Chorus]\n&#91;Chorus]\n&#91;Bridge]\n&#91;Final Chorus]\n&#91;Outro]<\/code><\/pre>\n\n\n\n<p>\u8fd9\u4e2a\u63d0\u793a\u8bcd\u540c\u65f6\u5305\u542b\u4e86\u98ce\u683c\u3001\u901f\u5ea6\u3001\u8c03\u6027\u3001\u60c5\u7eea\u53d1\u5c55\u3001\u4eba\u58f0\u7279\u5f81\u3001\u914d\u5668\u3001\u6df7\u97f3\u65b9\u5411\u548c\u6b4c\u66f2\u7ed3\u6784\uff0c\u901a\u5e38\u6bd4\u5355\u72ec\u8f93\u5165\u201c\u751f\u6210\u4e00\u9996\u6e29\u6696\u7684\u4e2d\u6587\u6b4c\u66f2\u201d\u66f4\u5bb9\u6613\u5f97\u5230\u7a33\u5b9a\u3001\u53ef\u63a7\u7684\u7ed3\u679c\u3002<\/p>\n\n\n\n<h2>\u516b\u3001Music 3.0 \u5bf9 AI \u97f3\u4e50\u521b\u4f5c\u7684\u610f\u4e49<\/h2>\n\n\n\n<p>\u4ece\u6280\u672f\u8def\u7ebf\u6765\u770b\uff0cMusic 3.0 \u7684\u91cd\u70b9\u5e76\u4e0d\u662f\u5355\u4e00\u6a21\u578b\u89c4\u6a21\u7684\u63d0\u5347\uff0c\u800c\u662f\u5bf9\u97f3\u4e50\u751f\u6210\u5168\u94fe\u8def\u8fdb\u884c\u91cd\u65b0\u8bbe\u8ba1\u3002<\/p>\n\n\n\n<ul><li>Tokenizer \u8d1f\u8d23\u628a\u97f3\u4e50\u62c6\u89e3\u4e3a\u7ed3\u6784\u4e0e\u7ec6\u8282\uff1b<\/li><li>Hybrid-LM \u8d1f\u8d23\u540c\u65f6\u7406\u89e3\u957f\u7a0b\u7ed3\u6784\u548c\u5c40\u90e8\u58f0\u5b66\uff1b<\/li><li>Structured Caption \u8d1f\u8d23\u628a\u521b\u4f5c\u8005\u610f\u56fe\u8f6c\u5316\u4e3a\u53ef\u6267\u884c\u63cf\u8ff0\uff1b<\/li><li>Hidden State Fusion \u8d1f\u8d23\u8fde\u63a5\u8bed\u8a00\u7406\u89e3\u4e0e\u8fde\u7eed\u58f0\u97f3\u6e32\u67d3\uff1b<\/li><li>Flow-Matching \u4e0e Flow-VAE \u8d1f\u8d23\u8fd8\u539f\u66f4\u9ad8\u4fdd\u771f\u7684\u6700\u7ec8\u97f3\u9891\u3002<\/li><\/ul>\n\n\n\n<p>\u8fd9\u610f\u5473\u7740 AI \u97f3\u4e50\u6b63\u5728\u4ece\u201c\u751f\u6210\u4e00\u4e2a\u7247\u6bb5\u201d\u9010\u6b65\u8d70\u5411\u201c\u5b8c\u6210\u4e00\u9996\u4f5c\u54c1\u201d\u3002\u5bf9\u4e8e\u97f3\u4e50\u4eba\u3001\u77ed\u89c6\u9891\u521b\u4f5c\u8005\u3001\u6e38\u620f\u5f00\u53d1\u8005\u3001\u5f71\u89c6\u5236\u4f5c\u56e2\u961f\u548c\u666e\u901a\u7528\u6237\u6765\u8bf4\uff0c\u672a\u6765\u7684\u91cd\u70b9\u4e0d\u518d\u53ea\u662f\u80fd\u5426\u751f\u6210\u97f3\u4e50\uff0c\u800c\u662f\u80fd\u5426\u66f4\u51c6\u786e\u5730\u8868\u8fbe\u521b\u4f5c\u610f\u56fe\uff0c\u5e76\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u7ed3\u6784\u3001\u60c5\u7eea\u548c\u58f0\u97f3\u8d28\u91cf\u7684\u4e00\u81f4\u6027\u3002<\/p>\n\n\n\n<h2>\u7ed3\u8bed<\/h2>\n\n\n\n<p>MiniMax Music 3.0 \u901a\u8fc7\u591a\u5c42 RVQ\u3001Hybrid-LM\u3001Structured Caption\u3001Prompt Enhancement\u3001Hidden State Fusion\u3001Flow-Matching \u548c Flow-VAE \u7b49\u6280\u672f\uff0c\u8bd5\u56fe\u89e3\u51b3\u97f3\u4e50\u751f\u6210\u4e2d\u6700\u5177\u6311\u6218\u7684\u51e0\u4e2a\u95ee\u9898\uff1a\u957f\u6b4c\u66f2\u7ed3\u6784\u7a33\u5b9a\u3001\u7f16\u66f2\u5177\u6709\u53d1\u5c55\u3001\u4eba\u58f0\u66f4\u52a0\u81ea\u7136\uff0c\u4ee5\u53ca\u590d\u6742\u6df7\u97f3\u4e2d\u7684\u7ec6\u8282\u8fd8\u539f\u3002<\/p>\n\n\n\n<p>\u5b83\u6240\u5c55\u793a\u7684\u65b9\u5411\u975e\u5e38\u660e\u786e\uff1a\u97f3\u4e50\u751f\u6210\u4e0d\u5e94\u53ea\u662f\u201c\u542c\u8d77\u6765\u50cf\u97f3\u4e50\u201d\uff0c\u800c\u5e94\u8be5\u66f4\u52a0\u63a5\u8fd1\u771f\u6b63\u7684\u521b\u4f5c\u6d41\u7a0b\uff0c\u8ba9\u7528\u6237\u53ef\u4ee5\u4ece\u4e00\u4e2a\u60f3\u6cd5\u51fa\u53d1\uff0c\u9010\u6b65\u5f97\u5230\u4e00\u9996\u5b8c\u6574\u3001\u8fde\u8d2f\u5e76\u5177\u6709\u5236\u4f5c\u8d28\u611f\u7684\u6b4c\u66f2\u3002<\/p>\n\n\n\n<p>\u5173\u4e8e\u6a21\u578b\u6743\u91cd\u3001\u4f7f\u7528\u65b9\u5f0f\u548c\u5177\u4f53\u5f00\u653e\u653f\u7b56\uff0c\u8bf7\u4ee5 MiniMax \u5b98\u65b9\u6700\u65b0\u53d1\u5e03\u9875\u9762\u4e3a\u51c6\u3002<\/p>\n\n\n\n<p><strong>\u53c2\u8003\u8d44\u6599\uff1a<\/strong><br>\n<a href=\"https:\/\/www.minimaxi.com\/blog\/minimax-music-3-0-cn\" target=\"_blank\" rel=\"noopener\">MiniMax Music 3.0\uff1a\u65b0\u4e00\u4ee3\u5f00\u653e\u6743\u91cd\u3001\u751f\u4ea7\u7ea7\u5168\u80fd\u97f3\u4e50\u6a21\u578b\uff5cMiniMax \u5b98\u65b9\u6280\u672f\u535a\u5ba2<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>https:\/\/www.modelscope.cn\/models\/MiniMax\/MiniMax-Music3 &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2026\/08\/25\/minimax-music-3-0\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">MiniMax Music 3.0-\u97f3\u4e50\u521b\u4f5c\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":[42,40,4,9,38,43,34],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/31579"}],"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=31579"}],"version-history":[{"count":11,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/31579\/revisions"}],"predecessor-version":[{"id":31616,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/31579\/revisions\/31616"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=31579"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=31579"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=31579"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}