{"id":28357,"date":"2025-08-22T16:46:17","date_gmt":"2025-08-22T08:46:17","guid":{"rendered":"http:\/\/139.9.1.231\/?p=28357"},"modified":"2025-09-04T10:42:43","modified_gmt":"2025-09-04T02:42:43","slug":"secousticodec","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2025\/08\/22\/secousticodec\/","title":{"rendered":"SecoustiCodec \u6d41\u5f0f\u8bed\u97f3\u5355\u7801\u672c\u7f16\u89e3\u7801\u5668"},"content":{"rendered":"\n<p>\u5feb\u624b\u79d1\u6280\u3001\u5929\u6d25\u5927\u5b66\u3001\u4e2d\u79d1\u9662\u81ea\u52a8\u5316\u6240\u4e0e\u6e05\u534e\u5927\u5b66\u8054\u5408\u53d1\u5e03\u4e86SecoustiCodec\uff0c\u4e00\u79cd\u8de8\u6a21\u6001\u5bf9\u9f50\u7684\u6d41\u5f0f\u5355\u7801\u672c\u8bed\u97f3Codec\u3002\u652f\u6301<strong>\u8bed\u4e49\u4fe1\u606f\u3001\u526f\u8bed\u8a00\u4fe1\u606f\u3001\u58f0\u5b66\u4fe1\u606f\u7684\u72ec\u7acb\u7f16\u7801\u4e0e\u91cd\u6784<\/strong>\u3002\u53ef\u4ee5\u5e94\u7528\u4e8e\u8bed\u97f3\u5408\u6210\u3001\u8bed\u97f3\u5bf9\u8bdd\u6a21\u578b\u7b49\u751f\u6210\u5f0f\u8bed\u97f3\u4efb\u52a1\u3002<\/p>\n\n\n\n<ul><li><strong>\u8bba\u6587\u9898\u76ee\uff1a<\/strong>SecoustiCodec: Cross-Modal Aligned Streaming Single-Codecbook Speech Codec<\/li><li><strong>\u8bba\u6587\u9898\u76ee\uff1a<\/strong>\u8de8\u6a21\u6001\u5bf9\u9f50\u7684\u6d41\u5f0f\u5355\u7801\u672c\u8bed\u97f3Codec<\/li><li><strong>DemoPage\u94fe\u63a5\uff1a<\/strong><a href=\"https:\/\/qiangchunyu.github.io\/SecoustiCodec_Page\/\">https:\/\/qiangchunyu.github.io\/SecoustiCodec_Page\/<\/a><\/li><li><strong>GitHub\u94fe\u63a5\uff1a<\/strong><a href=\"https:\/\/github.com\/QiangChunyu\/SecoustiCodec\">https:\/\/github.com\/QiangChunyu\/SecoustiCodec<\/a><\/li><li><strong>HuggingFace\u94fe\u63a5\uff1a<\/strong><a href=\"https:\/\/huggingface.co\/qiangchunyu\/SecoustiCodec\">https:\/\/huggingface.co\/qiangchunyu\/SecoustiCodec<\/a><\/li><\/ul>\n\n\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\/2025\/08\/image-37.png\" alt=\"\" class=\"wp-image-28423\" width=\"495\" height=\"437\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-37.png 793w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-37-300x266.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-37-768x680.png 768w\" sizes=\"(max-width: 495px) 100vw, 495px\" \/><\/figure><\/div>\n\n\n\n<h2>\u80cc\u666f\u52a8\u673a<\/h2>\n\n\n\n<p>\u968f\u7740\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08Large Language Models\uff0cLLMs\uff09\u5728\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u57fa\u4e8e\u8bed\u97f3\u7684\u5e94\u7528\u5982\u6587\u672c\u5230\u8bed\u97f3\u5408\u6210\uff08TTS\uff09\u3001\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\uff08ASR\uff09\u4ee5\u53ca\u8bed\u97f3\u5bf9\u8bdd\u7cfb\u7edf\u7b49\u65e5\u76ca\u53d7\u5230\u5173\u6ce8\u3002\u8bed\u97f3\u7f16\u89e3\u7801\u5668\u4f5c\u4e3a\u8fde\u63a5\u539f\u59cb\u8bed\u97f3\u4fe1\u53f7\u4e0e\u8bed\u8a00\u6a21\u578b\u7684\u91cd\u8981\u6865\u6881\uff0c\u5176\u4f5c\u7528\u7c7b\u4f3c\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4e2d\u7684\u6587\u672c\u5206\u8bcd\u5668\uff0c\u80fd\u591f\u5c06\u8fde\u7eed\u7684\u8bed\u97f3\u6ce2\u5f62\u8f6c\u5316\u4e3a\u79bb\u6563\u7684\u7f16\u7801 token\uff0c\u4fbf\u4e8e\u4e0eLLM\u7b49\u6a21\u578b\u8fdb\u884c\u6709\u6548\u878d\u5408\u548c\u4ea4\u4e92\u3002&nbsp;<\/p>\n\n\n\n<p>\u7136\u800c\uff0c\u5f53\u524d\u4e3b\u6d41\u7684\u795e\u7ecf\u8bed\u97f3\u7f16\u89e3\u7801\u5668\u901a\u5e38\u91c7\u7528<strong>\u6b8b\u5dee\u5411\u91cf\u91cf\u5316\uff08RVQ\uff09\u65b9\u6cd5<\/strong>\uff0c\u901a\u8fc7\u5c06\u8bed\u97f3\u7684\u8bed\u4e49\u4fe1\u606f\u4e0e\u6b8b\u5dee\u4fe1\u606f\u76f4\u63a5\u76f8\u52a0\u7684\u65b9\u5f0f\u91cd\u6784\u8bed\u97f3\u3002\u8fd9\u79cd\u8bbe\u8ba1\u9650\u5236\u4e86\u8bed\u4e49\u7f16\u7801\u7684\u89e3\u8026\u80fd\u529b\u53ca\u91cd\u6784\u6548\u679c\uff0c\u4e0d\u5229\u4e8e\u8bed\u4e49\u548c\u58f0\u5b66\u4fe1\u606f\u7684\u6709\u6548\u5206\u79bb\u548c\u9ad8\u8d28\u91cf\u6062\u590d\u3002<strong>\u91c7\u7528\u5355\u4e00\u7801\u672c\u8fdb\u884c\u7f16\u7801\uff0c\u8fd9\u5728\u4f4e\u6bd4\u7279\u7387\u6761\u4ef6\u4e0b\u9650\u5236\u4e86\u7f16\u7801\u7684\u8868\u8fbe\u80fd\u529b\uff0c\u96be\u4ee5\u517c\u987e\u8bed\u97f3\u7684\u9ad8\u4fdd\u771f\u5ea6\u548c\u538b\u7f29\u6548\u7387<\/strong>\u3002\u540c\u65f6\uff0c\u5927\u591a\u6570\u73b0\u6709\u6a21\u578b<strong>\u91c7\u7528\u975e\u56e0\u679c\u7f51\u7edc\u7ed3\u6784\uff0c\u5bfc\u81f4\u5904\u7406\u5ef6\u8fdf\u8f83\u9ad8\uff0c\u96be\u4ee5\u6ee1\u8db3\u5b9e\u65f6\u8bed\u97f3\u7ffb\u8bd1\u3001\u5728\u7ebf\u4f1a\u8bae\u548c\u4ea4\u4e92\u5f0f\u5bf9\u8bdd\u7cfb\u7edf\u7b49\u5ef6\u8fdf\u654f\u611f\u573a\u666f\u7684\u9700\u6c42<\/strong>\u3002&nbsp;<\/p>\n\n\n\n<p>\u9488\u5bf9\u4e0a\u8ff0\u74f6\u9888\uff0c\u6211\u4eec\u63d0\u51fa\u4e86SecoustiCodec\uff0c\u4e00\u79cd\u5168\u65b0\u8bbe\u8ba1\u7684\u795e\u7ecf\u8bed\u97f3\u7f16\u89e3\u7801\u5668\u6846\u67b6\u3002SecoustiCodec\u901a\u8fc7<strong>\u72ec\u7acb\u5efa\u6a21\u58f0\u5b66\u4fe1\u606f\u3001\u8bed\u4e49\u4fe1\u606f\u4ee5\u53ca\u526f\u8bed\u8a00\u4fe1\u606f\uff0c\u5b9e\u73b0\u4e86\u4f4e\u7801\u7387\u3001\u9ad8\u4fdd\u771f\u5ea6\u7684\u5b9e\u65f6\u6d41\u5f0f\u8bed\u97f3\u7f16\u7801\u4e0e\u89e3\u7801<\/strong>\u3002\u8be5\u65b9\u6cd5\u4e0d\u4ec5\u63d0\u5347\u4e86\u8bed\u4e49\u7f16\u7801\u7684\u53ef\u5206\u79bb\u6027\u548c\u91cd\u6784\u8d28\u91cf\uff0c\u8fd8\u6709\u6548\u964d\u4f4e\u4e86\u5ef6\u8fdf\uff0c\u663e\u8457\u589e\u5f3a\u4e86\u6a21\u578b\u5728\u5b9e\u9645\u5b9e\u65f6\u5e94\u7528\u4e2d\u7684\u9002\u7528\u6027\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"690\" height=\"379\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-38.png\" alt=\"\" class=\"wp-image-28431\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-38.png 690w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-38-300x165.png 300w\" sizes=\"(max-width: 690px) 100vw, 690px\" \/><figcaption><strong>\u56fe2\uff1a<\/strong> SecoustiCodec \u4f7f\u7528\u7ecf\u8fc7\u8bad\u7ec3\u7684\u58f0\u5b66\u8868\u5f81\uff08\u9010\u5e27\u7684\u8fde\u7eed\u503c\uff09\u6765\u7ea6\u675f\u8bed\u4e49\u8868\u5f81\uff08\u9010\u5e27\u7684\u79bb\u6563\u503c\uff09\u548c\u526f\u8bed\u8a00\u8868\u5f81\uff08\u5168\u5c40\u7684\u8fde\u7eed\u503c\uff09\u7684\u8054\u5408\u8bad\u7ec3\u3002\u867d\u7136\u67d0\u4e9b\u526f\u8bed\u8a00\u7ebf\u7d22\uff08\u5982\u7ec6\u5fae\u7684\u60c5\u611f\u53d8\u5316\uff09\u4f1a\u5448\u73b0\u51fa\u96be\u4ee5\u5b8c\u5168\u7531\u5168\u5c40\u5c42\u9762\u6355\u83b7\u7684\u7ec6\u7c92\u5ea6\u53d8\u5316\uff0c\u4f46\u6211\u4eec\u6709\u610f\u91c7\u7528<strong>\u5168\u5c40\u5c42\u9762\u7684\u526f\u8bed\u8a00\u8868\u5f81<\/strong>\u3002\u8fd9\u4e00\u8bbe\u8ba1\u80fd\u591f\u5728\u5b9e\u73b0\u7a33\u5065\u8bed\u4e49\u89e3\u8026\u7684\u540c\u65f6\uff0c\u6355\u6349\u58f0\u5b66\u4e0e\u8bed\u4e49\u8868\u5f81\u4e4b\u95f4\u7684\u4e3b\u8981\u6b8b\u5dee\u4fe1\u606f\uff0c\u4f8b\u5982\u8bf4\u8bdd\u4eba\u7684\u97f3\u8272\u548c\u6574\u4f53\u60c5\u611f\u7279\u5f81\u3002\u6211\u4eec\u8ba4\u4e3a\uff0c\u8fd9\u79cd\u5168\u5c40\u5c42\u9762\u7684\u8868\u5f81\u80fd\u591f\u9ad8\u6548\u5730\u8986\u76d6\u5927\u90e8\u5206\u526f\u8bed\u8a00\u4fe1\u606f\uff0c\u5e76\u4fc3\u8fdb\u6838\u5fc3\u5173\u7cfb\u7684\u5efa\u6a21\uff1a<br><strong>\u8bed\u4e49 + \u526f\u8bed\u8a00 \u2248 \u58f0\u5b66<\/strong><\/figcaption><\/figure>\n\n\n\n<p><strong>Contributions<\/strong>\uff1a<\/p>\n\n\n\n<ul><li>\u4e3a\u4e86\u786e\u4fdd\u8bed\u4e49\u5b8c\u6574\u6027\u548c\u91cd\u5efa\u4fdd\u771f\u5ea6\uff0c\u5f15\u5165\u4e86\u526f\u8bed\u8a00\u7f16\u7801\u6765\u5f25\u5408\u8bed\u4e49\u7f16\u7801\u548c\u58f0\u5b66\u7f16\u7801\u4e4b\u95f4\u7684\u4fe1\u606f\u9e3f\u6c9f\u3002<\/li><li>\u57fa\u4e8e VAE+FSQ \u7684\u7eaf\u8bed\u4e49\u9ad8\u6548\u91cf\u5316\u65b9\u6cd5\uff0c\u63d0\u9ad8\u7801\u672c\u5229\u7528\u7387\u4ee5\u53ca\u7f13\u89e3token\u7684\u957f\u5c3e\u5206\u5e03\u3002<\/li><li>\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e<strong>\u5bf9\u6bd4\u5b66\u4e60\u7684\u8bed\u4e49\u89e3\u7f20\u65b9\u6cd5<\/strong>\uff0c\u8be5\u65b9\u6cd5\u5728\u8054\u5408\u591a\u6a21\u6001\u5e27\u7ea7\u7a7a\u95f4\u4e2d<strong>\u5bf9\u9f50\u6587\u672c\u548c\u8bed\u97f3\u3002<\/strong><\/li><li>\u8bbe\u8ba1\u4e86\u4e00\u79cd\u58f0\u5b66\u7ea6\u675f\u7684\u591a\u9636\u6bb5\u4f18\u5316\u7b56\u7565\uff0c\u901a\u8fc7\u9010\u6b65\u5f15\u5165\u6a21\u5757\u5e76\u8c03\u6574\u4e0d\u540c\u635f\u5931\u6210\u5206\u7684\u5f71\u54cd\u6765\u786e\u4fdd\u6a21\u578b\u7684\u6709\u6548\u6536\u655b\u3002\u6b64\u5916\uff0c\u91c7\u7528\u56e0\u679c\u67b6\u6784\u6765\u652f\u6301\u6d41\u5f0f\u7f16\u7801\u548c\u89e3\u7801\u3002<\/li><\/ul>\n\n\n\n<h2>\u65b9\u6cd5<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"1021\" height=\"471\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-39.png\" alt=\"\" class=\"wp-image-28440\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-39.png 1021w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-39-300x138.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-39-768x354.png 768w\" sizes=\"(max-width: 1021px) 100vw, 1021px\" \/><\/figure>\n\n\n\n<p>SecoustiCodec\u7684\u6574\u4f53\u67b6\u6784\u5305\u62ec\u4e09\u4e2a\u4e3b\u8981\u7684\u5efa\u6a21\u8fc7\u7a0b\uff1a\u58f0\u5b66\u5efa\u6a21\uff08Acoustic Modeling\uff09\u3001\u8bed\u4e49\u5efa\u6a21\uff08Semantic Modeling\uff09\u548c\u526f\u8bed\u8a00\u5efa\u6a21\uff08Paralinguistic Modeling\uff09\u3002\u8fd9\u4e09\u4e2a\u8fc7\u7a0b\u76f8\u4e92\u534f\u4f5c\uff0c\u5171\u540c\u5b9e\u73b0\u8bed\u97f3\u4fe1\u53f7\u7684\u7f16\u7801\u548c\u89e3\u7801\u3002\u5177\u4f53\u6765\u8bf4\uff1a<\/p>\n\n\n\n<ul><li><strong>\u58f0\u5b66\u5efa\u6a21\uff1a<\/strong>\u8d1f\u8d23\u5c06\u8f93\u5165\u7684\u8bed\u97f3\u4fe1\u53f7\u7f16\u7801\u4e3a\u8fde\u7eed\u7684\u58f0\u5b66\u8868\u793a\uff0c\u5e76\u901a\u8fc7\u89e3\u7801\u5668\u91cd\u5efa\u8bed\u97f3\u4fe1\u53f7\u3002<\/li><li><strong>\u8bed\u4e49\u5efa\u6a21\uff1a<\/strong>\u901a\u8fc7\u5bf9\u6bd4\u5b66\u4e60\u548c\u9ad8\u6548\u7684\u91cf\u5316\u65b9\u6cd5\uff0c\u63d0\u53d6\u7eaf\u51c0\u7684\u8bed\u4e49\u4fe1\u606f\uff0c\u5e76\u5c06\u5176\u7f16\u7801\u4e3a\u79bb\u6563\u7684\u8bed\u4e49\u8868\u793a\u3002<\/li><li><strong>\u526f\u8bed\u8a00\u5efa\u6a21\uff1a<\/strong>\u63d0\u53d6\u8bed\u97f3\u4e2d\u7684\u526f\u8bed\u8a00\u4fe1\u606f\uff08\u5982\u97f3\u8272\u3001\u60c5\u611f\u7b49\uff09\uff0c\u5e76\u5c06\u5176\u7f16\u7801\u4e3a\u5168\u5c40\u7ea7\u7684\u526f\u8bed\u8a00\u8868\u793a\u3002<\/li><\/ul>\n\n\n\n<p>\u8fd9\u4e09\u4e2a\u8868\u793a\u4e4b\u95f4\u7684\u5173\u7cfb\u53ef\u4ee5\u7528\u516c\u5f0fS + G \u2248 A \u6765\u63cf\u8ff0\uff0c\u5176\u4e2d S \u662f\u79bb\u6563\u8bed\u4e49\u7f16\u7801\uff0cG \u662f\u5168\u5c40\u7ea7\u526f\u8bed\u8a00\u7f16\u7801\uff0cA \u662f\u8fde\u7eed\u58f0\u5b66\u8868\u793a\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0cSecoustiCodec\u80fd\u591f\u5728\u5355\u7801\u672c\u7a7a\u95f4\u4e2d\u5b9e\u73b0\u8bed\u4e49\u548c\u526f\u8bed\u8a00\u4fe1\u606f\u7684\u5206\u79bb\u3002<\/p>\n\n\n\n<p><strong>1.<\/strong><strong>\u58f0\u5b66\u5efa\u6a21<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u58f0\u5b66\u5efa\u6a21\u90e8\u5206\u5305\u62ec\u8bed\u97f3\u7f16\u7801\u5668\u3001\u58f0\u5b66\u6295\u5f71\u548c\u8bed\u97f3\u89e3\u7801\u5668\u3002\u8bed\u97f3\u7f16\u7801\u5668\u5c06\u8f93\u5165\u7684\u8bed\u97f3\u4fe1\u53f7<em>S<sub>in<\/sub><\/em>\u7f16\u7801\u4e3a\u8fde\u7eed\u7684\u58f0\u5b66\u8868\u793a A\uff0c\u7136\u540e\u901a\u8fc7\u58f0\u5b66\u6295\u5f71\u6a21\u5757\u8fdb\u4e00\u6b65\u5904\u7406\u3002\u8bed\u97f3\u89e3\u7801\u5668\u5219\u8d1f\u8d23\u5c06\u58f0\u5b66\u8868\u793a A \u91cd\u5efa\u4e3a\u8bed\u97f3\u4fe1\u53f7\u3002<\/p>\n\n\n\n<p><strong>2. \u8bed\u4e49\u5efa\u6a21<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u8bed\u4e49\u5efa\u6a21\u90e8\u5206\u5305\u62ec\u8bed\u4e49\u6295\u5f71\u3001\u53d8\u5206\u81ea\u7f16\u7801\u5668\uff08VAE\uff09\u3001\u6709\u9650\u6807\u91cf\u91cf\u5316\uff08FSQ\uff09\u548c\u5bf9\u6bd4\u5b66\u4e60\u6a21\u5757\u3002\u5176\u76ee\u6807\u662f\u4ece\u8bed\u97f3\u4fe1\u53f7\u4e2d\u63d0\u53d6\u7eaf\u51c0\u7684\u8bed\u4e49\u4fe1\u606f\uff0c\u5e76\u5c06\u5176\u7f16\u7801\u4e3a\u79bb\u6563\u7684\u8bed\u4e49\u8868\u793a S\u3002\u9996\u5148\u901a\u8fc7\u8bed\u4e49\u6295\u5f71\uff0c\u5c06\u8bed\u97f3\u7f16\u7801\u5668\u7684\u8f93\u51fa\u8fdb\u4e00\u6b65\u6620\u5c04\u5230\u4e00\u4e2a\u4f4e\u7ef4\u7684\u8bed\u4e49\u7a7a\u95f4\u3002\u968f\u540e\u91c7\u7528VAE + FSQ\uff0c\u901a\u8fc7VAE\u751f\u6210\u8bed\u4e49\u8868\u793a\u7684\u5747\u503c \u03bc \u548c\u65b9\u5dee \u03c3\uff0c\u7136\u540e\u901a\u8fc7FSQ\u5c06\u8fd9\u4e9b\u8fde\u7eed\u7684\u8bed\u4e49\u8868\u793a\u91cf\u5316\u4e3a\u79bb\u6563\u7684\u8bed\u4e49\u7f16\u7801 S\u3002\u8fd9\u79cd\u65b9\u6cd5\u4e0d\u4ec5\u4fdd\u7559\u4e86\u8bed\u4e49\u4fe1\u606f\uff0c\u8fd8\u8fdb\u4e00\u6b65\u53bb\u9664\u4e86\u526f\u8bed\u8a00\u4fe1\u606f\uff0c\u540c\u65f6\u63d0\u9ad8\u4e86\u7801\u672c\u5229\u7528\u7387\u3002\u6700\u540e\u901a\u8fc7\u5bf9\u6bd4\u5b66\u4e60\u6a21\u5757\uff0c\u5c06\u8bed\u97f3\u7f16\u7801\u5668\u751f\u6210\u7684\u8bed\u4e49\u8868\u793a S \u548c\u6587\u672c\u7f16\u7801\u5668\u751f\u6210\u7684\u97f3\u7d20\u8868\u793a P \u5bf9\u9f50\u5230\u4e00\u4e2a\u8054\u5408\u5e27\u7ea7\u5bf9\u9f50\u7684\u591a\u6a21\u6001\u7a7a\u95f4\u4e2d\u3002\u901a\u8fc7\u6700\u5927\u5316\u6b63\u6837\u672c\u5bf9\uff08S\u548c\u5bf9\u5e94\u7684P\uff09\u4e4b\u95f4\u7684\u76f8\u4f3c\u5ea6\uff0c\u540c\u65f6\u6700\u5c0f\u5316\u8d1f\u6837\u672c\u5bf9\uff08S\u548c\u4e0d\u5bf9\u5e94\u7684P\uff09\u4e4b\u95f4\u7684\u76f8\u4f3c\u5ea6\uff0c\u6a21\u578b\u80fd\u591f\u5b66\u4e60\u5230\u7eaf\u51c0\u7684\u8bed\u4e49\u8868\u793a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"546\" height=\"100\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-40.png\" alt=\"\" class=\"wp-image-28448\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-40.png 546w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-40-300x55.png 300w\" sizes=\"(max-width: 546px) 100vw, 546px\" \/><\/figure>\n\n\n\n<p>\u5176\u4e2d P \u662f\u97f3\u9891\u8868\u5f81\uff0cS \u662f\u8bed\u4e49\u8868\u5f81\uff0cA\u662f\u58f0\u5b66\u8868\u5f81\u3002<\/p>\n\n\n\n<p><strong>3. \u526f\u8bed\u8a00\u5efa\u6a21<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u526f\u8bed\u8a00\u5efa\u6a21\u90e8\u5206\u5305\u62ec\u526f\u8bed\u8a00\u7f16\u7801\u5668\u548c\u8bed\u4e49\u8fde\u63a5\u5668\u3002\u5176\u76ee\u6807\u662f\u4ece\u8bed\u97f3\u4fe1\u53f7\u4e2d\u63d0\u53d6\u526f\u8bed\u8a00\u4fe1\u606f\uff0c\u5e76\u5c06\u5176\u7f16\u7801\u4e3a\u5168\u5c40\u7ea7\u7684\u526f\u8bed\u8a00\u8868\u793aG\u3002\u9996\u5148\u901a\u8fc7\u526f\u8bed\u8a00\u7f16\u7801\u5668\u624d\u4ece\u8bed\u97f3\u4fe1\u53f7\u4e2d\u63d0\u53d6\u526f\u8bed\u8a00\u4fe1\u606f\uff0c\u5982\u97f3\u8272\u3001\u60c5\u611f\u7b49\u3002\u968f\u540e\u7ecf\u8fc7\u8bed\u4e49\u8fde\u63a5\u5668\uff0c\u5c06\u8bed\u4e49\u8868\u793a S \u548c\u526f\u8bed\u8a00\u8868\u793a G \u7ed3\u5408\u8d77\u6765\uff0c\u9884\u6d4b\u58f0\u5b66\u8868\u793a A^\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u6a21\u578b\u80fd\u591f\u5728\u89e3\u7801\u9636\u6bb5\u5229\u7528\u526f\u8bed\u8a00\u4fe1\u606f\u6765\u91cd\u5efa\u8bed\u97f3\u4fe1\u53f7\u3002<\/p>\n\n\n\n<p>\u526f\u8bed\u8a00\u8bed\u97f3&nbsp;Gi\u200bn&nbsp;\u4f5c\u4e3a\u526f\u8bed\u8a00\u7f16\u7801\u5668\u7684\u8f93\u5165\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-41.png\" alt=\"\" class=\"wp-image-28453\" width=\"385\" height=\"35\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-41.png 469w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-41-300x28.png 300w\" sizes=\"(max-width: 385px) 100vw, 385px\" \/><\/figure>\n\n\n\n<p>G&nbsp;\u8868\u793a\u526f\u8bed\u8a00\u5d4c\u5165\uff0c\u5176\u4e2d&nbsp;G&nbsp;\u662f\u56fa\u5b9a\u957f\u5ea6\u7684\u5168\u5c40\u5411\u91cf<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-42.png\" alt=\"\" class=\"wp-image-28456\" width=\"399\" height=\"57\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-42.png 486w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-42-300x43.png 300w\" sizes=\"(max-width: 399px) 100vw, 399px\" \/><\/figure>\n\n\n\n<p><strong>4. \u58f0\u5b66\u7ea6\u675f\u7684\u591a\u9636\u6bb5\u4f18\u5316\u7b56\u7565<\/strong><strong><\/strong><\/p>\n\n\n\n<p>SecoustiCodec\u8bbe\u8ba1\u4e86\u4e00\u79cd\u58f0\u5b66\u7ea6\u675f\u7684\u591a\u9636\u6bb5\u4f18\u5316\u7b56\u7565\uff0c\u9010\u6b65\u5f15\u5165\u6a21\u5757\u548c\u8c03\u6574\u635f\u5931\u51fd\u6570\u7684\u5f71\u54cd\uff0c\u786e\u4fdd\u6a21\u578b\u7684\u6709\u6548\u6536\u655b\u3002\u5177\u4f53\u6765\u8bf4\uff1a<\/p>\n\n\n\n<p><strong>\u7b2c\u4e00\u9636\u6bb5\uff08\u58f0\u5b66\u5efa\u6a21\uff09Algorithm(Lines 3-4)<\/strong><strong>\uff1a<\/strong>\u4ec5\u8bad\u7ec3\u8bed\u97f3\u7f16\u7801\u5668\u3001\u58f0\u5b66\u6295\u5f71\u548c\u8bed\u97f3\u89e3\u7801\u5668\uff0c\u4e13\u6ce8\u4e8e\u5b66\u4e60\u58f0\u5b66\u8868\u793aA\u3002<\/p>\n\n\n\n<p><strong>\u7b2c\u4e8c\u9636\u6bb5\uff08\u8bed\u4e49\u548c\u526f\u8bed\u8a00\u5efa\u6a21\uff09Algorithm(Lines 5-13)\uff1a<\/strong>\u51bb\u7ed3\u7b2c\u4e00\u9636\u6bb5\u7684\u6a21\u5757\uff0c\u8bad\u7ec3\u8bed\u4e49\u6295\u5f71\u3001\u526f\u8bed\u8a00\u7f16\u7801\u5668\u3001\u8bed\u4e49\u8fde\u63a5\u5668\u7b49\u6a21\u5757\uff0c\u9010\u6b65\u5f15\u5165\u5bf9\u6bd4\u5b66\u4e60\u635f\u5931\u548cKL\u6563\u5ea6\u635f\u5931\uff0c\u4f18\u5316\u8bed\u4e49\u548c\u526f\u8bed\u8a00\u8868\u793a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"933\" height=\"538\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-43.png\" alt=\"\" class=\"wp-image-28458\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-43.png 933w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-43-300x173.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-43-768x443.png 768w\" sizes=\"(max-width: 933px) 100vw, 933px\" \/><\/figure>\n\n\n\n<h2><strong>\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"939\" height=\"387\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-47.png\" alt=\"\" class=\"wp-image-28467\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-47.png 939w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-47-300x124.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-47-768x317.png 768w\" sizes=\"(max-width: 939px) 100vw, 939px\" \/><\/figure>\n\n\n\n<p><strong>1.<\/strong><strong>\u7ed3\u6784\u5bf9\u6bd4<\/strong><\/p>\n\n\n\n<p>SecoustiCodec\u57280.27kbps\u7684\u6bd4\u7279\u7387\u4e0b\u5b9e\u73b0\u4e8620Hz\u7684\u5e27\u7387\u548c20tokens\/s\u7684\u7f16\u7801\u901f\u7387\uff0c\u4ec5\u6b21\u4e8eMimiCodec\u3002SecoustiCodec\u91c7\u7528VAE+FSQ\u91cf\u5316\u65b9\u6cd5\uff0c<strong>\u540c\u65f6\u652f\u6301\u5355\u7801\u672c\u8bed\u4e49\u7f16\u7801\u548c\u8fde\u7eed\u503c\u58f0\u5b66\u7f16\u7801<\/strong>\u3002SecoustiCodec\u4f7f\u75281000\u5c0f\u65f6\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u4e0eSpeechTokenizer\u3001MimiCodec\u548cBigCodec\u76f8\u5f53\uff0c\u4f46\u8fdc\u5c11\u4e8eFACodec\u7684500000\u5c0f\u65f6\u548cTAAE\u7684100000\u5c0f\u65f6\u3002\u6b64\u5916\uff0cSecoustiCodec\u91c7\u7528\u56e0\u679c\u7ed3\u6784\u4ee5\u652f\u6301\u6d41\u5f0f\u7f16\u7801\u548c\u89e3\u7801\u3002<\/p>\n\n\n\n<p><strong>2. \u8bed\u97f3\u91cd\u5efa\u6027\u80fd<\/strong><\/p>\n\n\n\n<p>SecoustiCodec\u57280.27kbps\u548c1kbps\u7684\u6bd4\u7279\u7387\u4e0b\u5b9e\u73b0\u4e86\u4e1a\u754c\u9886\u5148\u7684\u91cd\u5efa\u8d28\u91cf\u3002\u5177\u4f53\u6765\u8bf4\uff0cSecoustiCodec\uff080.27kbps\uff09\u5728PESQ\uff08\u611f\u77e5\u8bed\u97f3\u8d28\u91cf\u8bc4\u4f30\uff09\u6307\u6807\u4e0a\u8fbe\u5230\u4e861.77\uff0c\u800cSecoustiCodec\uff081kbps\uff09\u7684PESQ\u503c\u66f4\u662f\u9ad8\u8fbe2.58\u3002\u8fd9\u4e9b\u7ed3\u679c\u4e0d\u4ec5\u4f18\u4e8e\u5176\u4ed6\u5355\u7801\u672c\u6a21\u578b\uff0c\u751a\u81f3\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\u8d85\u8fc7\u4e86\u4f7f\u7528\u591a\u4e2a\u7801\u672c\u7684\u6a21\u578b\u3002\u6b64\u5916\uff0cSecoustiCodec\u5728\u60c5\u611f\u76f8\u4f3c\u5ea6\uff08EmoSim\uff09\u3001\u8bf4\u8bdd\u4eba\u76f8\u4f3c\u5ea6\uff08SpkSim\uff09\u3001\u5bf9\u6570\u8c31\u8ddd\u79bb\uff08LSD\uff09\u3001\u57fa\u9891\u8bef\u5dee\uff08MSEP\uff09\u3001\u8bef\u914d\u7387\uff08Mismatchrate\uff09\u548c\u8bcd\u9519\u8bef\u7387\uff08WER\uff09\u7b49\u591a\u4e2a\u6307\u6807\u4e0a\u4e5f\u8868\u73b0\u51fa\u8272\uff0c\u8bc1\u660e\u4e86\u5176\u5728\u8bed\u4e49\u89e3\u8026\u548c\u91cd\u5efa\u80fd\u529b\u65b9\u9762\u7684\u4f18\u52bf\u3002<\/p>\n\n\n\n<p><strong>3. \u6d41\u5f0f\u5904\u7406\u80fd\u529b<\/strong><\/p>\n\n\n\n<p>SecoustiCodec\u7684\u56e0\u679c\u67b6\u6784\u8bbe\u8ba1\u4f7f\u5176\u5728\u6d41\u5f0f\u5904\u7406\u65b9\u9762\u8868\u73b0\u51fa\u8272\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0cSecoustiCodec\u7684\u521d\u59cb\u5ef6\u8fdf\u4e3a12.08ms\uff0c\u4f4e\u4e8eEncodec\u548cMimiCodec\u7b49\u5176\u4ed6\u652f\u6301\u6d41\u5f0f\u5904\u7406\u7684\u6a21\u578b\u3002\u867d\u7136Encodec\u5728\u5b9e\u65f6\u56e0\u5b50\uff08RTF\uff09\u65b9\u9762\u8868\u73b0\u66f4\u597d\uff0c\u533a\u522b\u4e3b\u8981\u4f53\u73b0\u5728\u89e3\u7801\u9636\u6bb5\uff0cSecoustiCodec\u5728\u53bb\u6389\u58f0\u7801\u5668\u5904\u7406\u65f6\u95f4\u540e\u7684\u89e3\u7801RTF\u4ec5\u4e3a0.001\uff0c\u663e\u8457\u4f4e\u4e8eEncodec\u3002<\/p>\n\n\n\n<p><strong>4. \u6d88\u878d\u5b9e\u9a8c<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"931\" height=\"316\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-44.png\" alt=\"\" class=\"wp-image-28464\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-44.png 931w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-44-300x102.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-44-768x261.png 768w\" sizes=\"(max-width: 931px) 100vw, 931px\" \/><\/figure>\n\n\n\n<p>\u5728\u4e0d\u540c\u91cf\u5316\u65b9\u6cd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u663e\u793a\uff0cVAE+FSQ\u91cf\u5316\u65b9\u6cd5\u5728\u5404\u9879\u5173\u952e\u6307\u6807\u4e0a\u5747\u5c55\u73b0\u51fa\u4f18\u4e8eVQ-VAE\u3001SimVQ\u548cFSQ\u7b49\u5176\u4ed6\u91cf\u5316\u65b9\u6cd5\u7684\u8868\u73b0\u3002\u8fd9\u4e00\u7ed3\u679c\u8868\u660e\uff0cVAE+FSQ\u5728\u4fdd\u7559\u8bed\u4e49\u4fe1\u606f\u3001\u53bb\u9664\u526f\u8bed\u8a00\u4fe1\u606f\u4ee5\u53ca\u63d0\u9ad8\u7801\u672c\u5229\u7528\u7387\u65b9\u9762\u5177\u6709\u663e\u8457\u4f18\u52bf\u3002<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u56e0\u679c\u7ed3\u6784\u7684\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u5177\u5907\u56e0\u679c\u7ed3\u6784\u7684\u6a21\u578b\u7248\u672c\u5728\u591a\u4e2a\u6307\u6807\u4e0a\u76f8\u8f83\u4e8e\u4e0d\u5177\u5907\u56e0\u679c\u7ed3\u6784\u7684\u7248\u672c\u6709\u66f4\u4f73\u8868\u73b0\uff0c\u5c24\u5176\u662f\u5728\u5b9e\u65f6\u6027\u548c\u4f4e\u5ef6\u8fdf\u573a\u666f\u4e2d\uff0c\u8fd9\u51f8\u663e\u4e86\u56e0\u679c\u7ed3\u6784\u5bf9\u4e8e\u6d41\u5f0f\u5904\u7406\u652f\u6301\u7684\u91cd\u8981\u4f5c\u7528\u3002<\/p>\n\n\n\n<p>\u5728\u97f3\u9ad8\u7279\u5f81\u65b9\u9762\uff0c\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u52a0\u5165\u97f3\u9ad8\u7279\u5f81\u7684\u6a21\u578b\u5728MSEP\u548cWER\u7b49\u6307\u6807\u4e0a\u7684\u8868\u73b0\u4e0d\u5982\u672a\u52a0\u5165\u97f3\u9ad8\u7279\u5f81\u7684\u6a21\u578b\uff0c\u8fd9\u8868\u660e\u97f3\u9ad8\u7279\u5f81\u53ef\u80fd\u4f1a\u5bf9\u8bed\u4e49\u4fe1\u606f\u7684\u63d0\u53d6\u4ea7\u751f\u5e72\u6270\u3002<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u591a\u9636\u6bb5\u8bad\u7ec3\u7b56\u7565\u7684\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u91c7\u7528\u8be5\u7b56\u7565\u7684\u6a21\u578b\u5728\u6240\u6709\u6307\u6807\u4e0a\u5747\u4f18\u4e8e\u672a\u91c7\u7528\u7684\u7248\u672c\uff0c\u8fd9\u8868\u660e\u591a\u9636\u6bb5\u8bad\u7ec3\u7b56\u7565\u5bf9\u4e8e\u6a21\u578b\u7684\u6536\u655b\u548c\u6027\u80fd\u63d0\u5347\u5177\u6709\u5173\u952e\u6027\u5f71\u54cd\u3002<\/p>\n\n\n\n<p>\u58f0\u5b66\u5d4c\u5165\u7ef4\u5ea6\u7684\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u8f83\u9ad8\u7684\u58f0\u5b66\u5d4c\u5165\u7ef4\u5ea6\uff08256\u7ef4\uff09\u80fd\u591f\u663e\u8457\u63d0\u5347\u6a21\u578b\u5728\u591a\u4e2a\u8bc4\u4ef7\u6307\u6807\u4e0a\u7684\u8868\u73b0\u3002\u57fa\u4e8e\u6b64\uff0c\u6211\u4eec\u6700\u7ec8\u9009\u62e9\u5c06256\u7ef4\u4f5c\u4e3aSecoustiCodec\u7684\u58f0\u5b66\u7f16\u7801\u7ef4\u5ea6\u3002<\/p>\n\n\n\n<p>SecoustiCodec\u5728\u5355\u8bf4\u8bdd\u4eba\u573a\u666f\u4e0b\u4e5f\u8868\u73b0\u51fa\u8272\uff0c\u7ecf\u8fc7\u9488\u5bf9\u5355\u4e00\u76ee\u6807\u8bf4\u8bdd\u4eba\u8fdb\u884c\u5fae\u8c03\u540e\uff0c\u6a21\u578b\u5728\u6240\u6709\u5173\u952e\u6307\u6807\u4e0a\u5747\u53d6\u5f97\u4e86\u9ad8\u5206\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"664\" height=\"103\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-45.png\" alt=\"\" class=\"wp-image-28465\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-45.png 664w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-45-300x47.png 300w\" sizes=\"(max-width: 664px) 100vw, 664px\" \/><\/figure>\n\n\n\n<p>SecoustiCodec\u7684VAE + FSQ\u91cf\u5316\u65b9\u6cd5\u5728\u7801\u672c\u5229\u7528\u7387\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u8fbe\u5230\u4e8698.06%\u3002\u8fd9\u4e00\u7ed3\u679c\u663e\u8457\u9ad8\u4e8e\u5176\u4ed6\u91cf\u5316\u65b9\u6cd5\uff0c\u5982VQ-VAE\uff089.7%\uff09\u548cSimVQ\uff088.61%\uff09\u3002\u9ad8\u7801\u672c\u5229\u7528\u7387\u610f\u5473\u7740\u6a21\u578b\u80fd\u591f\u66f4\u6709\u6548\u5730\u5229\u7528\u6709\u9650\u7684\u7801\u672c\u8d44\u6e90\uff0c\u51cf\u5c11\u957f\u5c3e\u5206\u5e03\u95ee\u9898\uff0c\u4ece\u800c\u63d0\u9ad8\u8bed\u8a00\u6a21\u578b\u8bad\u7ec3\u7684\u6548\u7387\u548c\u6548\u679c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"454\" height=\"982\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-46.png\" alt=\"\" class=\"wp-image-28466\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-46.png 454w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/08\/image-46-139x300.png 139w\" sizes=\"(max-width: 454px) 100vw, 454px\" \/><\/figure>\n\n\n\n<h2><strong>\u603b\u7ed3\u4e0e\u672a\u6765\u5c55\u671b<\/strong><\/h2>\n\n\n\n<p>SecoustiCodec\u901a\u8fc7\u72ec\u7acb\u5efa\u6a21\u58f0\u5b66\u3001\u8bed\u4e49\u548c\u526f\u8bed\u8a00\u4fe1\u606f\uff0c\u7ed3\u5408\u57fa\u4e8eVAE + FSQ\u7684\u9ad8\u6548\u91cf\u5316\u65b9\u6cd5\u3001\u5bf9\u6bd4\u5b66\u4e60\u9a71\u52a8\u7684\u8bed\u4e49\u89e3\u8026\u6280\u672f\u548c\u58f0\u5b66\u7ea6\u675f\u7684\u591a\u9636\u6bb5\u4f18\u5316\u7b56\u7565\uff0c\u6210\u529f\u5730\u5728\u4f4e\u6bd4\u7279\u7387\u4e0b\u5b9e\u73b0\u4e86\u9ad8\u4fdd\u771f\u3001\u5b9e\u65f6\u6d41\u5f0f\u8bed\u97f3\u7f16\u89e3\u7801\u3002\u5176\u5728\u591a\u4e2a\u5173\u952e\u6307\u6807\u4e0a\u7684\u5353\u8d8a\u8868\u73b0\u8bc1\u660e\u4e86\u5176\u5728\u8bed\u97f3\u7f16\u89e3\u7801\u9886\u57df\u7684\u5148\u8fdb\u6027\u548c\u5b9e\u7528\u6027\u3002\u672a\u6765\uff0c\u6211\u4eec\u8ba1\u5212\u63a2\u7d22\u65e0\u76d1\u7763\u89e3\u8026\u65b9\u6cd5\uff0c\u4ee5\u51cf\u5c11\u5bf9\u6807\u6ce8\u6587\u672c\u6570\u636e\u7684\u4f9d\u8d56\uff0c\u5e76\u9a8c\u8bc1\u6a21\u578b\u5728\u5176\u4ed6\u8bed\u8a00\u4e0a\u7684\u9002\u5e94\u6027\uff0c\u4ee5\u8fdb\u4e00\u6b65\u63d0\u5347\u5176\u6709\u6548\u6027\u548c\u901a\u7528\u6027\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5feb\u624b\u79d1\u6280\u3001\u5929\u6d25\u5927\u5b66\u3001\u4e2d\u79d1\u9662\u81ea\u52a8\u5316\u6240\u4e0e\u6e05\u534e\u5927\u5b66\u8054\u5408\u53d1\u5e03\u4e86SecoustiCodec\uff0c\u4e00\u79cd\u8de8\u6a21\u6001\u5bf9\u9f50\u7684\u6d41\u5f0f\u5355\u7801\u672c\u8bed &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2025\/08\/22\/secousticodec\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">SecoustiCodec \u6d41\u5f0f\u8bed\u97f3\u5355\u7801\u672c\u7f16\u89e3\u7801\u5668<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4,9,38,34],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/28357"}],"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=28357"}],"version-history":[{"count":45,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/28357\/revisions"}],"predecessor-version":[{"id":28553,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/28357\/revisions\/28553"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=28357"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=28357"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=28357"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}