{"id":53250,"date":"2025-08-12T07:19:44","date_gmt":"2025-08-11T23:19:44","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/53250.html"},"modified":"2025-08-12T07:19:44","modified_gmt":"2025-08-11T23:19:44","slug":"%e6%9d%8e%e5%ae%8f%e6%af%852025%e3%80%8a%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e3%80%8b-%e7%ac%ac%e5%8d%81%e4%ba%8c%e8%ae%b2%ef%bc%9a%e8%ae%a9ai%e5%bc%80%e5%8f%a3%e8%af%b4%e8%af%9d","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/53250.html","title":{"rendered":"\u674e\u5b8f\u6bc52025\u300a\u673a\u5668\u5b66\u4e60\u300b-\u7b2c\u5341\u4e8c\u8bb2\uff1a\u8ba9AI\u201c\u5f00\u53e3\u8bf4\u8bdd\u201d\uff1a\u6df1\u5165\u89e3\u6790\u8bed\u97f3\u8bed\u8a00\u6a21\u578b\uff08SLM\uff09\u7684\u53d1\u5c55\u5386\u7a0b\u4e0e\u6838\u5fc3\u6280\u672f"},"content":{"rendered":"<p>\u6458\u8981&#xff1a;<br \/>\n\u5f53\u5927\u578b\u8bed\u8a00\u6a21\u578b&#xff08;LLM&#xff09;\u5728\u6587\u672c\u4e16\u754c\u7684\u80fd\u529b\u8d8b\u4e8e\u6210\u719f\u65f6&#xff0c;\u4eba\u5de5\u667a\u80fd\u7684\u4e0b\u4e00\u4e2a\u524d\u6cbf\u9635\u5730\u6b63\u8f6c\u5411\u4e00\u4e2a\u66f4\u590d\u6742\u3001\u66f4\u5177\u4eba\u6027\u7684\u7ef4\u5ea6\u2014\u2014\u8bed\u97f3\u3002\u672c\u6587\u57fa\u4e8e\u674e\u5b8f\u6bc5\u6559\u6388\u7684\u6700\u65b0\u8bfe\u7a0b&#xff0c;\u7cfb\u7edf\u5730\u68b3\u7406\u4e86\u201c\u8bed\u97f3\u8bed\u8a00\u6a21\u578b\u201d&#xff08;Spoken Language Model, SLM&#xff09;\u7684\u53d1\u5c55\u5386\u7a0b\u4e0e\u6838\u5fc3\u6280\u672f\u3002\u6587\u7ae0\u9996\u5148\u63ed\u793a\u4e86\u8bed\u97f3\u76f8\u6bd4\u4e8e\u6587\u5b57\u7684\u72ec\u7279\u6311\u6218\u4e0e\u4e30\u5bcc\u4fe1\u606f&#xff0c;\u5e76\u5c55\u793a\u4e86\u524d\u6cbf\u8bed\u97f3\u6a21\u578b\u7684\u60ca\u8273\u4ea4\u4e92\u80fd\u529b\u3002\u63a5\u7740&#xff0c;\u6df1\u5165\u5256\u6790\u4e86\u6784\u5efaSLM\u7684\u6838\u5fc3\u96be\u9898&#xff1a;\u5982\u4f55\u5c06\u8fde\u7eed\u7684\u97f3\u9891\u6ce2\u5f62\u8f6c\u6362\u4e3a\u79bb\u6563\u7684\u201c\u8bed\u97f3\u4ee4\u724c\u201d&#xff08;Speech Token&#xff09;\u3002\u6587\u7ae0\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u6df7\u5408\u6587\u5b57\u4e0e\u8bed\u97f3\u7684\u751f\u6210\u7b56\u7565\u3001\u89e3\u51b3\u4e24\u8005\u201c\u6b65\u8c03\u4e0d\u4e00\u201d\u7684\u5bf9\u9f50\u56f0\u5883&#xff0c;\u5e76\u91cd\u70b9\u4ecb\u7ecd\u4e86\u4e00\u79cd\u540d\u4e3aTASTE\u7684\u9769\u547d\u6027\u5206\u8bcd\u5668\u3002\u6700\u540e&#xff0c;\u672c\u6587\u63cf\u7ed8\u4e86\u4ece\u9884\u8bad\u7ec3\u201c\u8bed\u97f3\u63a5\u9f99\u201d\u5230\u6784\u5efa\u4e00\u4e2a\u80fd\u540c\u65f6\u542c\u8bf4&#xff08;Full-Duplex&#xff09;\u7684\u5b8c\u6574\u8bed\u97f3\u667a\u80fd\u4f53\u7684\u6280\u672f\u84dd\u56fe\u3002<\/p>\n<hr \/>\n<h4>1. \u8d85\u8d8a\u6587\u5b57&#xff1a;\u8bed\u97f3\u8bed\u8a00\u6a21\u578b&#xff08;SLM&#xff09;\u7684\u6311\u6218\u4e0e\u9b45\u529b<\/h4>\n<p>\u6211\u4eec\u5df2\u7ecf\u4e60\u60ef\u4e8e\u901a\u8fc7\u6587\u5b57\u4e0eAI\u8fdb\u884c\u4ea4\u4e92&#xff0c;\u4f46\u771f\u6b63\u7684\u4ea4\u6d41\u8fdc\u4e0d\u6b62\u4e8e\u6b64\u3002\u4e00\u4e2a\u771f\u6b63\u7684\u8bed\u97f3\u8bed\u8a00\u6a21\u578b&#xff08;SLM&#xff09;&#xff0c;\u5176\u76ee\u6807\u662f\u8ba9AI\u4e0d\u4ec5\u80fd\u201c\u770b\u61c2\u201d\u6587\u5b57&#xff0c;\u66f4\u80fd\u201c\u542c\u61c2\u201d\u5e76\u201c\u8bf4\u51fa\u201d\u5e26\u6709\u4e30\u5bcc\u60c5\u611f\u548c\u4e2a\u6027\u7684\u58f0\u97f3\u3002<\/p>\n<h5>1.1 \u4e3a\u4f55\u9700\u8981\u8bed\u97f3\u6a21\u578b&#xff1f;\u2014\u2014 \u201c\u4f60\u771f\u68d2\u201d\u7684\u8a00\u5916\u4e4b\u610f<\/h5>\n<p>\u8bed\u97f3\u76f8\u6bd4\u6587\u5b57&#xff0c;\u627f\u8f7d\u4e86\u6307\u6570\u7ea7\u589e\u957f\u7684\u4fe1\u606f\u3002\u6587\u5b57\u6a21\u578b\u5904\u7406\u7684\u662f\u8bed\u4e49\u4fe1\u606f&#xff0c;\u800c\u8bed\u97f3\u6a21\u578b\u8fd8\u5fc5\u987b\u89e3\u7801\u9690\u85cf\u5728\u58f0\u97f3\u4e2d\u7684\u526f\u8bed\u8a00\u4fe1\u606f&#xff08;Paralinguistic Information&#xff09;\u3002<\/p>\n<ul>\n<li>\u4f8b\u5b50&#xff1a;\n<ul>\n<li>\u5f53\u4e00\u4e2a\u4eba\u7528\u771f\u8bda\u3001\u4e0a\u626c\u7684\u8bed\u8c03\u8bf4\u201c\u4f60\u5b9e\u5728\u662f\u771f\u7684\u597d\u68d2\u54e6\u201d&#xff0c;\u8fd9\u53e5\u662f\u8d5e\u7f8e\u3002<\/li>\n<li>\u5f53\u540c\u4e00\u4e2a\u4eba\u7528\u5e73\u6de1\u3001\u62d6\u957f\u7684\u8bed\u8c03\u8bf4\u51fa\u5b8c\u5168\u76f8\u540c\u7684\u6587\u5b57\u65f6&#xff0c;\u8fd9\u53ef\u80fd\u5c31\u6210\u4e86\u8bbd\u523a\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u4e00\u4e2a\u7eaf\u6587\u672c\u6a21\u578b\u65e0\u6cd5\u5206\u8fa8\u8fd9\u4e24\u79cd\u5929\u5dee\u5730\u522b\u7684\u610f\u56fe&#xff0c;\u5b83\u4f1a\u4e22\u5931\u8bf4\u8bdd\u4eba\u7684\u60c5\u7eea\u3001\u8bed\u6c14\u3001\u8eab\u4efd\u751a\u81f3\u6240\u5904\u7684\u73af\u5883\u97f3\u7b49\u5173\u952e\u4fe1\u606f\u3002\u4e00\u4e2a\u5408\u683c\u7684SLM&#xff0c;\u5219\u5fc5\u987b\u80fd\u591f\u6355\u6349\u5230\u8fd9\u4e9b\u201c\u8a00\u5916\u4e4b\u610f\u201d\u3002<\/p>\n<h5>1.2 \u5b9e\u65f6\u4ea4\u4e92\u7684\u60ca\u8273&#xff1a;\u524d\u6cbf\u6a21\u578b\u4e00\u89c8<\/h5>\n<p>\u8fd1\u5e74\u6765&#xff0c;SLM\u53d6\u5f97\u4e86\u957f\u8db3\u7684\u8fdb\u6b65\u3002\u9664\u4e86\u5e7f\u4e3a\u4eba\u77e5\u7684ChatGPT Voice Mode\u548cGemini Live&#xff0c;\u5e02\u9762\u4e0a\u6d8c\u73b0\u4e86MOSHI\u3001Gonzo\u3001Steos\u7b49\u4f17\u591a\u6a21\u578b\u3002\u5176\u4e2d&#xff0c;\u674e\u5b8f\u6bc5\u6559\u6388\u73b0\u573a\u6f14\u793a\u7684 Sesame AI \u7684\u8868\u73b0\u5c24\u4e3a\u4eae\u773c&#xff0c;\u5b83\u80fd\u591f\u8fdb\u884c\u6781\u5176\u6d41\u7545\u3001\u4f4e\u5ef6\u8fdf\u3001\u53ef\u968f\u65f6\u6253\u65ad\u7684\u5b9e\u65f6\u5bf9\u8bdd&#xff0c;\u751a\u81f3\u80fd\u5728\u5bf9\u8bdd\u4e2d\u5c55\u73b0\u51fa\u72ec\u7279\u7684\u201c\u4e2a\u6027\u201d&#xff0c;\u8fd9\u9884\u793a\u7740\u8bed\u97f3\u4ea4\u4e92\u7684\u4f53\u9a8c\u6b63\u5728\u53d1\u751f\u8d28\u7684\u98de\u8dc3\u3002<\/p>\n<h4>2. \u6838\u5fc3\u96be\u9898&#xff1a;\u5982\u4f55\u5c06\u58f0\u97f3\u201c\u5207\u201d\u6210\u4ee4\u724c&#xff08;Token&#xff09;&#xff1f;<\/h4>\n<p>\u6784\u5efaSLM\u7684\u6574\u4e2a\u6280\u672f\u56fe\u8c31&#xff0c;\u53ef\u4ee5\u7c7b\u6bd4\u4e8e\u6211\u4eec\u719f\u6089\u7684\u6587\u672cLLM\u3002\u6587\u672c\u6a21\u578b\u73a9\u7684\u662f\u201c\u6587\u5b57\u63a5\u9f99\u201d\u6e38\u620f&#xff0c;\u800c\u8bed\u97f3\u6a21\u578b\u73a9\u7684\u662f\u201c\u8bed\u97f3\u63a5\u9f99\u201d\u6e38\u620f\u3002\u8fd9\u4e00\u5207\u7684\u57fa\u77f3&#xff0c;\u5728\u4e8e\u5982\u4f55\u5b9a\u4e49\u548c\u63d0\u53d6\u6700\u57fa\u672c\u7684\u5355\u5143\u2014\u2014\u8bed\u97f3\u4ee4\u724c&#xff08;Speech Token&#xff09;\u3002<\/p>\n<p>\u8fd9\u4e2a\u95ee\u9898\u53ef\u4ee5\u5f52\u7ed3\u4e3a\u89e3\u51b3\u4e24\u4e2a\u5173\u952e\u7ec4\u4ef6&#xff1a;<\/p>\n<li>\u5206\u8bcd\u5668&#xff08;Tokenizer&#xff09;&#xff1a; \u5c06\u8fde\u7eed\u7684\u97f3\u9891\u6ce2\u5f62&#xff0c;\u8f6c\u6362\u4e3a\u4e00\u4e2a\u79bb\u6563\u7684\u3001\u53ef\u5904\u7406\u7684\u4ee4\u724c\u5e8f\u5217\u3002<\/li>\n<li>\u9006\u5206\u8bcd\u5668&#xff08;Detokenizer&#xff09;&#xff1a; \u5c06\u6a21\u578b\u751f\u6210\u7684\u4ee4\u724c\u5e8f\u5217&#xff0c;\u8fd8\u539f\u4e3a\u53ef\u542c\u89c1\u7684\u8fde\u7eed\u97f3\u9891\u6ce2\u5f62\u3002<\/li>\n<h5>2.1 \u4e24\u4e2a\u6781\u7aef\u4e0e\u4e2d\u95f4\u9053\u8def<\/h5>\n<p>\u5982\u4f55\u8bbe\u8ba1\u8fd9\u4e2a\u5206\u8bcd\u5668&#xff1f;\u5386\u53f2\u4e0a\u66fe\u51fa\u73b0\u8fc7\u4e24\u4e2a\u6781\u7aef\u7684\u60f3\u6cd5&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u6781\u7aef\u4e00&#xff1a;\u76f4\u63a5\u7528\u6587\u5b57\u5f53\u4ee4\u724c\u3002<\/p>\n<ul>\n<li>Tokenizer &#061; \u8bed\u97f3\u8f6c\u6587\u5b57&#xff08;STT&#xff09;\u7cfb\u7edf\u3002<\/li>\n<li>Detokenizer &#061; \u6587\u5b57\u8f6c\u8bed\u97f3&#xff08;TTS&#xff09;\u7cfb\u7edf\u3002<\/li>\n<li>\u95ee\u9898&#xff1a; \u8fd9\u6761\u8def\u867d\u7136\u7b80\u5355&#xff0c;\u4f46\u56de\u5230\u4e86\u539f\u70b9\u2014\u2014\u6240\u6709\u8bed\u97f3\u4e2d\u7684\u975e\u6587\u5b57\u4fe1\u606f\u5168\u90e8\u4e22\u5931\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u6781\u7aef\u4e8c&#xff1a;\u76f4\u63a5\u7528\u539f\u59cb\u91c7\u6837\u70b9\u5f53\u4ee4\u724c\u3002<\/p>\n<ul>\n<li>Tokenizer &#061; \u65e0&#xff0c;\u76f4\u63a5\u4f7f\u7528\u539f\u59cb\u97f3\u9891\u91c7\u6837\u70b9\u3002<\/li>\n<li>\u95ee\u9898&#xff1a; \u5e8f\u5217\u957f\u5ea6\u4f1a\u53d8\u5f97\u5929\u6587\u6570\u5b57\u3002\u4e00\u79d2\u949f\u7684\u901a\u8bdd\u7ea7\u97f3\u9891\u5c31\u67098000\u4e2a\u91c7\u6837\u70b9&#xff0c;\u4e00\u5206\u949f\u7684\u5bf9\u8bdd\u5c06\u4ea7\u751f\u8fd150\u4e07\u4e2a\u4ee4\u724c&#xff0c;\u8fd9\u5bf9\u4e8e\u76ee\u524d\u7684\u81ea\u56de\u5f52\u6a21\u578b\u6765\u8bf4\u662f\u65e0\u6cd5\u627f\u53d7\u7684\u8ba1\u7b97\u8d1f\u62c5\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u56e0\u6b64&#xff0c;\u771f\u6b63\u7684\u89e3\u51b3\u65b9\u6848\u5fc5\u987b\u8d70\u4e00\u6761\u4e2d\u95f4\u9053\u8def&#xff1a;\u65e2\u80fd\u6709\u6548\u538b\u7f29\u97f3\u9891\u6570\u636e&#xff0c;\u7f29\u77ed\u5e8f\u5217\u957f\u5ea6&#xff0c;\u53c8\u80fd\u6700\u5927\u7a0b\u5ea6\u5730\u4fdd\u7559\u58f0\u97f3\u4e2d\u7684\u5173\u952e\u4fe1\u606f\u3002<\/p>\n<h5>2.2 \u4e24\u5927\u6280\u672f\u6d41\u6d3e&#xff1a;SSL\u7f16\u7801\u5668\u4e0e\u795e\u7ecf\u8bed\u97f3\u7f16\u89e3\u7801\u5668<\/h5>\n<p>\u5f53\u524d&#xff0c;\u4e3b\u6d41\u7684\u8bed\u97f3\u5206\u8bcd\u5668\u6280\u672f\u4e3b\u8981\u5206\u4e3a\u4e24\u5927\u6d41\u6d3e&#xff1a;<\/p>\n<li>\n<p>\u57fa\u4e8e\u81ea\u76d1\u7763\u5b66\u4e60&#xff08;SSL&#xff09;\u7f16\u7801\u5668\u7684\u65b9\u6cd5&#xff1a;<\/p>\n<ul>\n<li>\u9996\u5148\u4f7f\u7528\u4e00\u4e2a\u5728\u6d77\u91cf\u65e0\u6807\u6ce8\u8bed\u97f3\u6570\u636e\u4e0a\u9884\u8bad\u7ec3\u597d\u7684\u5f3a\u5927SSL\u6a21\u578b&#xff08;\u5982HuBERT&#xff09;&#xff0c;\u5c06\u97f3\u9891\u8f6c\u6362\u4e3a\u4e00\u4e32\u8fde\u7eed\u7684\u5411\u91cf\u8868\u793a&#xff08;\u901a\u5e38\u6bcf20\u6beb\u79d2\u4e00\u4e2a\u5411\u91cf&#xff09;\u3002<\/li>\n<li>\u7136\u540e\u901a\u8fc7\u5411\u91cf\u91cf\u5316&#xff08;Vector Quantization, VQ&#xff09;\u7b49\u805a\u7c7b\u6280\u672f&#xff0c;\u5c06\u8fd9\u4e9b\u8fde\u7eed\u7684\u5411\u91cf\u6620\u5c04\u4e3a\u79bb\u6563\u7684\u4ee4\u724cID\u3002<\/li>\n<li>\u8fd9\u79cd\u65b9\u6cd5\u4ea7\u751f\u7684\u4ee4\u724c\u5e38\u88ab&#xff08;\u4e0d\u751a\u51c6\u786e\u5730&#xff09;\u79f0\u4e3a\u8bed\u4e49\u4ee4\u724c&#xff0c;\u5b83\u4eec\u66f4\u63a5\u8fd1\u4e8e\u8bed\u97f3\u5b66\u4e2d\u7684\u201c\u97f3\u7d20\u201d&#xff08;Phoneme&#xff09;&#xff0c;\u800c\u975e\u771f\u6b63\u7684\u8bed\u4e49\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u795e\u7ecf\u8bed\u97f3\u7f16\u89e3\u7801\u5668&#xff08;Neural Speech Codec&#xff09;&#xff1a;<\/p>\n<ul>\n<li>\u5c06Tokenizer&#xff08;\u7f16\u7801\u5668&#xff09;\u548cDetokenizer&#xff08;\u89e3\u7801\u5668&#xff09;\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u8fdb\u884c\u7aef\u5230\u7aef\u7684\u8bad\u7ec3\u3002<\/li>\n<li>\u5176\u8bad\u7ec3\u76ee\u6807\u662f\u8ba9\u89e3\u7801\u5668\u8fd8\u539f\u51fa\u7684\u97f3\u9891\u4e0e\u8f93\u5165\u97f3\u9891\u4e4b\u95f4\u7684\u5dee\u5f02\u5c3d\u53ef\u80fd\u5c0f\u3002<\/li>\n<li>\u8fd9\u7c7b\u65b9\u6cd5\u4ea7\u751f\u7684\u4ee4\u724c\u5e38\u88ab\u79f0\u4e3a**\u201c\u58f0\u5b66\u4ee4\u724c\u201d&#xff08;Acoustic Token&#xff09;\u3002\u4e3a\u4e86\u66f4\u7cbe\u7ec6\u5730\u8868\u793a\u58f0\u97f3&#xff0c;\u73b0\u4ee3\u7f16\u89e3\u7801\u5668\u901a\u5e38\u4f1a\u4f7f\u7528\u591a\u7ec4\u5e76\u884c\u7684\u4ee4\u724c\u6d41**&#xff0c;\u5206\u522b\u5bf9\u58f0\u97f3\u7684\u4e0d\u540c\u5c42\u9762&#xff08;\u5982\u5185\u5bb9\u3001\u97f3\u8272\u3001\u97f5\u5f8b&#xff09;\u8fdb\u884c\u5efa\u6a21\u3002<\/li>\n<\/ul>\n<\/li>\n<h4>3. \u201c\u53cc\u8f68\u5e76\u884c\u201d&#xff1a;\u6587\u5b57\u4e0e\u8bed\u97f3\u7684\u6df7\u5408\u751f\u6210\u7b56\u7565<\/h4>\n<p>\u4e3a\u4e86\u8ba9\u8bed\u97f3\u6a21\u578b\u7ee7\u627f\u73b0\u6709\u6587\u672cLLM\u5f3a\u5927\u7684\u77e5\u8bc6\u548c\u63a8\u7406\u80fd\u529b&#xff0c;\u73b0\u4ee3SLM\u7684\u6784\u5efa\u601d\u8def\u5e76\u975e\u4ece\u96f6\u5f00\u59cb&#xff0c;\u800c\u662f\u57fa\u4e8e\u4e00\u4e2a\u5f3a\u5927\u7684\u9884\u8bad\u7ec3\u6587\u672cLLM\u8fdb\u884c\u6539\u9020\u3002<\/p>\n<p>\u8fd9\u5c31\u5f15\u5165\u4e86\u4e00\u4e2a\u65b0\u7684\u8303\u5f0f&#xff1a;\u8ba9\u6a21\u578b\u5728\u751f\u6210\u65f6&#xff0c;\u540c\u65f6\u8f93\u51fa\u6587\u5b57\u4ee4\u724c\u548c\u8bed\u97f3\u4ee4\u724c\u3002\u6587\u5b57\u4ee4\u724c\u53ef\u4ee5\u770b\u4f5c\u662f\u6a21\u578b\u7684\u201c\u5185\u5fc3\u72ec\u767d\u201d\u6216\u201c\u8349\u7a3f\u201d&#xff0c;\u7528\u6765\u6307\u5bfc\u66f4\u590d\u6742\u7684\u8bed\u97f3\u4ee4\u724c\u7684\u751f\u6210\u3002<\/p>\n<h5>3.1 \u5bf9\u9f50\u7684\u56f0\u5883&#xff1a;\u5f53\u6587\u5b57\u4e0e\u8bed\u97f3\u201c\u6b65\u8c03\u4e0d\u4e00\u201d<\/h5>\n<p>\u8fd9\u4e2a\u201c\u53cc\u8f68\u5e76\u884c\u201d\u7684\u7b56\u7565\u9762\u4e34\u4e00\u4e2a\u5de8\u5927\u6311\u6218&#xff1a;\u6587\u5b57\u4ee4\u724c\u5e8f\u5217\u548c\u8bed\u97f3\u4ee4\u724c\u5e8f\u5217\u7684\u957f\u5ea6\u5929\u5dee\u5730\u522b&#xff0c;\u4e14\u5bf9\u5e94\u5173\u7cfb\u590d\u6742\u3002\u4e00\u4e2a\u6587\u5b57\u4ee4\u724c&#xff08;\u5982\u4e00\u4e2a\u5355\u8bcd&#xff09;\u53ef\u80fd\u5bf9\u5e94\u5341\u51e0\u4e2a\u751a\u81f3\u51e0\u5341\u4e2a\u8bed\u97f3\u4ee4\u724c\u3002\u5982\u4f55\u8ba9\u5b83\u4eec\u201c\u6b65\u8c03\u4e00\u81f4\u201d\u5730\u751f\u6210&#xff1f;<\/p>\n<ul>\n<li>\u7b56\u7565\u4e00&#xff1a;\u5e8f\u8d2f\u751f\u6210\u3002 \u5148\u751f\u6210\u5168\u90e8\u6587\u5b57&#xff0c;\u518d\u6839\u636e\u6587\u5b57\u751f\u6210\u5168\u90e8\u8bed\u97f3\u3002\u8fd9\u7c7b\u4f3c\u4e8e\u4f20\u7edf\u7684TTS&#xff0c;\u7b80\u5355\u4f46\u5ef6\u8fdf\u9ad8&#xff0c;\u65e0\u6cd5\u5b9e\u65f6\u4ea4\u4e92\u3002<\/li>\n<li>\u7b56\u7565\u4e8c&#xff1a;\u4ea4\u9519\u751f\u6210\u3002 \u751f\u6210\u4e00\u4e2a\u6587\u5b57\u4ee4\u724c&#xff0c;\u518d\u751f\u6210\u5176\u5bf9\u5e94\u7684\u8bed\u97f3\u4ee4\u724c\u3002\u8fd9\u9700\u8981\u7cbe\u786e\u7684\u97f3\u6587\u5bf9\u9f50\u6570\u636e&#xff0c;\u83b7\u53d6\u6210\u672c\u9ad8\u6602\u3002<\/li>\n<li>\u7b56\u7565\u4e09&#xff1a;\u5e26\u586b\u5145\u7684\u5171\u540c\u751f\u6210\u3002 \u6bcf\u4e00\u6b65\u540c\u65f6\u751f\u6210\u4e00\u4e2a\u6587\u5b57\u4ee4\u724c\u548c\u4e00\u4e2a\u8bed\u97f3\u4ee4\u724c\u3002\u7531\u4e8e\u6587\u5b57\u5e8f\u5217\u77ed\u5f97\u591a&#xff0c;\u6a21\u578b\u9700\u8981\u5b66\u4f1a\u5728\u6587\u5b57\u6d41\u4e2d\u81ea\u52a8\u63d2\u5165\u5927\u91cf\u7684\u201c\u7a7a\u201d\u4ee4\u724c&#xff0c;\u4ee5\u201c\u7b49\u5f85\u201d\u8bed\u97f3\u6d41\u8ddf\u4e0a\u3002\u8fd9\u79cd\u65b9\u6cd5\u8bbe\u8ba1\u590d\u6742&#xff0c;\u8bad\u7ec3\u96be\u5ea6\u5927\u3002<\/li>\n<\/ul>\n<h5>3.2 TASTE&#xff1a;\u5b9e\u73b0\u5b8c\u7f8e\u5bf9\u9f50\u7684\u9769\u547d\u6027\u5206\u8bcd\u5668<\/h5>\n<p>\u4e3a\u4e86\u89e3\u51b3\u4e0a\u8ff0\u5bf9\u9f50\u56f0\u5883&#xff0c;\u674e\u5b8f\u6bc5\u6559\u6388\u5b9e\u9a8c\u5ba4\u7684\u540c\u5b66\u63d0\u51fa\u4e86\u4e00\u79cd\u540d\u4e3a**TASTE&#xff08;Text-Aligned Speech Tokenization and Embedding&#xff09;**\u7684\u521b\u65b0\u65b9\u6cd5\u3002<\/p>\n<ul>\n<li>\u6838\u5fc3\u601d\u60f3&#xff1a; \u8bbe\u8ba1\u4e00\u4e2a\u7279\u6b8a\u7684\u5206\u8bcd\u5668&#xff0c;\u5f3a\u5236\u5b83\u4e3a\u8f93\u5165\u7684\u8bed\u97f3\u4fe1\u53f7\u4e2d\u6bcf\u4e00\u4e2a\u6587\u5b57\u4ee4\u724c&#xff0c;\u90fd\u53ea\u751f\u6210\u4e00\u4e2a\u5bf9\u5e94\u7684\u8bed\u97f3\u4ee4\u724c\u3002<\/li>\n<li>\u5b9e\u73b0\u65b9\u5f0f&#xff1a;\n<li>\u5148\u7528\u4e00\u4e2a\u73b0\u6210\u7684\u8bed\u97f3\u8bc6\u522b\u7cfb\u7edf&#xff0c;\u5f97\u5230\u97f3\u9891\u5bf9\u5e94\u7684\u6587\u5b57\u4ee4\u724c\u5e8f\u5217&#xff08;\u4f8b\u5982 [&#034;how&#034;, &#034;are&#034;, &#034;you&#034;]&#xff09;\u3002<\/li>\n<li>\u5c06\u8fd9\u4e9b\u6587\u5b57\u4ee4\u724c\u4f5c\u4e3a\u67e5\u8be2&#xff08;Query&#xff09;\u3002<\/li>\n<li>\u5c06SSL\u6a21\u578b\u4ece\u539f\u59cb\u97f3\u9891\u4e2d\u63d0\u53d6\u7684\u4e30\u5bcc\u8bed\u97f3\u8868\u5f81\u4f5c\u4e3a\u952e&#xff08;Key&#xff09;\u548c\u503c&#xff08;Value&#xff09;\u3002<\/li>\n<li>\u901a\u8fc7\u6ce8\u610f\u529b\u673a\u5236&#xff08;Attention&#xff09;&#xff0c;\u8ba9\u6bcf\u4e2a\u6587\u5b57\u67e5\u8be2&#xff08;\u5982&#034;how&#034;&#xff09;\u53bb\u5173\u6ce8\u5e76\u201c\u805a\u5408\u201d\u6574\u4e2a\u97f3\u9891\u7247\u6bb5\u4e2d\u4e0e\u4e4b\u76f8\u5173\u7684\u8bed\u97f3\u4fe1\u606f&#xff0c;\u6700\u7ec8\u8f93\u51fa\u4e00\u4e2a\u6d53\u7f29\u4e86\u53d1\u97f3\u65b9\u5f0f\u3001\u97f3\u8c03\u3001\u60c5\u611f\u7684\u5355\u4e00\u8bed\u97f3\u4ee4\u724c\u3002<\/li>\n<\/li>\n<li>\u4f18\u52bf&#xff1a; TASTE\u5206\u8bcd\u5668\u5de7\u5999\u5730\u5b9e\u73b0\u4e86\u6587\u5b57\u6d41\u4e0e\u8bed\u97f3\u6d41\u7684\u5b8c\u7f8e\u4e00\u5bf9\u4e00\u5bf9\u9f50&#xff0c;\u6781\u5927\u5730\u7b80\u5316\u4e86\u540e\u7eed\u8bed\u8a00\u6a21\u578b\u7684\u8bad\u7ec3\u548c\u751f\u6210\u8fc7\u7a0b\u3002\u6a21\u578b\u5728\u751f\u6210\u65f6&#xff0c;\u53ea\u9700\u5728\u6bcf\u4e00\u6b65\u540c\u65f6\u9884\u6d4b\u4e00\u4e2a\u6587\u5b57\u4ee4\u724c\u548c\u4e00\u4e2a\u8bed\u97f3\u4ee4\u724c\u5373\u53ef\u3002<\/li>\n<\/ul>\n<h4>4. \u4ece\u201c\u63a5\u9f99\u201d\u5230\u201c\u5bf9\u8bdd\u201d&#xff1a;\u6784\u5efa\u4e00\u4e2a\u5b8c\u6574\u7684\u8bed\u97f3\u667a\u80fd\u4f53<\/h4>\n<p>\u6709\u4e86\u5148\u8fdb\u7684\u5206\u8bcd\u5668&#xff0c;\u6211\u4eec\u5c31\u53ef\u4ee5\u6309\u7167\u4e0e\u6587\u672cLLM\u7c7b\u4f3c\u7684\u8def\u5f84&#xff0c;\u6253\u9020\u4e00\u4e2a\u5b8c\u6574\u7684\u8bed\u97f3\u5bf9\u8bdd\u667a\u80fd\u4f53\u4e86\u3002<\/p>\n<h5>4.1 \u9884\u8bad\u7ec3&#xff1a;\u5b66\u4f1a\u58f0\u97f3\u7684\u201c\u8bed\u6cd5\u201d<\/h5>\n<p>\u4f7f\u7528\u6d77\u91cf&#xff08;\u59824\u4e07\u5c0f\u65f6&#xff09;\u7684\u8bed\u97f3\u6570\u636e&#xff0c;\u5bf9\u4e00\u4e2a\u4ee5\u6587\u672cLLM\u4e3a\u57fa\u7840\u7684\u6a21\u578b\u8fdb\u884c\u9884\u8bad\u7ec3\u3002\u8fd9\u4e2a\u9636\u6bb5\u7684\u76ee\u6807\u662f\u8ba9\u6a21\u578b\u5b66\u4f1a\u201c\u8bed\u97f3\u63a5\u9f99\u201d\u2014\u2014\u7ed9\u5b9a\u4e00\u6bb5\u8bdd\u7684\u5f00\u5934&#xff0c;\u80fd\u591f\u4ee5\u8fde\u8d2f\u3001\u81ea\u7136\u7684\u8bed\u97f3\u98ce\u683c\u7eed\u5199\u4e0b\u53bb\u3002\u6f14\u793a\u8868\u660e&#xff0c;\u9884\u8bad\u7ec3\u540e\u7684\u6a21\u578b\u751a\u81f3\u80fd\u6a21\u4eff\u8f93\u5165\u8bed\u97f3\u7684\u53e3\u97f3\u3001\u8bed\u901f\u4e43\u81f3\u80cc\u666f\u566a\u97f3\u3002<\/p>\n<h5>4.2 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