{"id":1762,"date":"2024-04-09T11:19:39","date_gmt":"2024-04-09T03:19:39","guid":{"rendered":"https:\/\/www.gyxwsjdxh.com\/?p=1762"},"modified":"2024-04-09T11:19:39","modified_gmt":"2024-04-09T03:19:39","slug":"%e6%99%ba%e8%83%bd%e9%9f%b3%e7%ae%b1%e8%af%ad%e9%9f%b3%e4%ba%a4%e4%ba%92%e7%b3%bb%e7%bb%9f%e7%ae%80%e4%bb%8b%e4%b8%8e%e6%b5%8b%e8%af%95%e5%88%9d%e6%8e%a2","status":"publish","type":"post","link":"https:\/\/www.gyxwsjdxh.com\/1762.html","title":{"rendered":"\u667a\u80fd\u97f3\u7bb1\u8bed\u97f3\u4ea4\u4e92\u7cfb\u7edf\u7b80\u4ecb\u4e0e\u6d4b\u8bd5\u521d\u63a2"},"content":{"rendered":"\n

\n

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01<\/p>\n

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02<\/p>\n

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\u9996\u5148\u7ecd\u4e0b\u8bed\u97f3\u5524\u9192\uff08Voice Trigger\uff0cVT\uff09\u7684\u76f8\u5173\u4fe1\u606f\u3002<\/p>\n

A\u3001\u8bed\u97f3\u5524\u9192\u7684\u9700\u6c42\u80cc\u666f<\/p>\n

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B\u3001\u8bed\u97f3\u5524\u9192\u7684\u542b\u4e49<\/p>\n

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C\u3001\u8bed\u97f3\u5524\u9192\u7684\u76f8\u5173\u6307\u6807<\/p>\n

1.\u5524\u9192\u7387\u3002\u53ebAI\u7684\u65f6\u5019\uff0cta\u6210\u529f\u88ab\u5524\u9192\u7684\u6bd4\u7387\u3002<\/p>\n

2.\u8bef\u5524\u9192\u7387\u3002\u6ca1\u53ebAI\u7684\u65f6\u5019\uff0cta\u81ea\u5df1\u8df3\u51fa\u6765\u8bb2\u8bdd\u7684\u6bd4\u7387\u3002\u5982\u679c\u8bef\u5524\u9192\u6bd4\u8f83\u591a\uff0c\u7279\u522b\u662f\u6bd4\u5982\u534a\u591c\u65f6\uff0c\u667a\u80fd\u97f3\u7bb1\u7a81\u7136\u5f00\u59cb\u5531\u6b4c\u6216\u8bb2\u6545\u4e8b\uff0c\u4f1a\u7279\u522b\u5413\u4eba\u7684\u2026\u2026<\/p>\n

3.\u5524\u9192\u8bcd\u7684\u97f3\u8282\u957f\u5ea6\u3002\u4e00\u822c\u6280\u672f\u4e0a\u8981\u6c42\uff0c\u6700\u5c113\u4e2a\u97f3\u8282\uff0c\u6bd4\u5982\u201cOK Google\u201d\u548c\u201cAlexa\u201d\u6709\u56db\u4e2a\u97f3\u8282\uff0c\u201cHey Siri\u201d\u6709\u4e09\u4e2a\u97f3\u8282\uff1b\u56fd\u5185\u7684\u667a\u80fd\u97f3\u7bb1\uff0c\u6bd4\u5982\u5c0f\u96c5\uff0c\u5524\u9192\u8bcd\u662f\u201c\u5c0f\u96c5\u5c0f\u96c5\u201d\uff0c\u800c\u4e0d\u80fd\u7528\u201c\u5c0f\u96c5\u201d\u2014\u2014\u5982\u679c\u97f3\u8282\u592a\u77ed\uff0c\u4e00\u822c\u8bef\u5524\u9192\u7387\u4f1a\u6bd4\u8f83\u9ad8\u3002<\/p>\n

4.\u5524\u9192\u54cd\u5e94\u65f6\u95f4\u3002\u4e00\u822c1.5s\u52303s\u3002\u8d85\u8fc73s\u5c31\u4e0d\u80fd\u5bb9\u5fcd\u4e86\u3002<\/p>\n

5.\u529f\u8017\uff08\u8981\u4f4e\uff09\u3002\u770b\u8fc7\u62a5\u9053\uff0c\u8bf4iPhone 4s\u51fa\u73b0Siri\uff0c\u4f46\u76f4\u5230iPhone 6s\u4e4b\u540e\u624d\u5141\u8bb8\u4e0d\u63a5\u7535\u6e90\u7684\u60c5\u51b5\u4e0b\u76f4\u63a5\u558a\u201cHey Siri\u201d\u8fdb\u884c\u8bed\u97f3\u5524\u9192\uff1b\u8fd9\u662f\u56e0\u4e3a\u67096s\u4e0a\u6709\u4e00\u9897\u4e13\u95e8\u8fdb\u884c\u8bed\u97f3\u6fc0\u6d3b\u7684\u4f4e\u529f\u8017\u82af\u7247\uff0c\u5f53\u7136\u7b97\u6cd5\u548c\u786c\u4ef6\u8981\u8fdb\u884c\u914d\u5408\uff0c\u7b97\u6cd5\u4e5f\u8981\u8fdb\u884c\u4f18\u5316\u3002<\/p>\n

\u4ee5\u4e0a1\u30012\u30013\u76f8\u5bf9\u66f4\u91cd\u8981<\/p>\n

D\u3001\u5176\u4ed6<\/p>\n

\u6d89\u53caAEC\uff08\u8bed\u97f3\u81ea\u9002\u5e94\u56de\u58f0\u6d88\u9664\uff0cAutomatic Echo Cancellation\uff09\u7684\uff0c\u8fd8\u8981\u8003\u5bdfWER\uff08\u8bcd\u9519\u8bef\u7387\uff0cWord Error Rate\uff09\u76f8\u5bf9\u6539\u5584\u60c5\u51b5\u3002<\/p>\n

\u8bed\u97f3\u8bc6\u522bASR<\/p>\n

\u8bed\u97f3\u8bc6\u522bASR\uff08Automatic Speech Recognition\uff09\u4e00\u822c\u7b80\u79f0ASR\uff0c\u662f\u5c06\u58f0\u97f3\u8f6c\u5316\u4e3a\u6587\u5b57\u7684\u8fc7\u7a0b\uff0c\u76f8\u5f53\u4e8e\u4eba\u7c7b\u7684\u8033\u6735\u3002\u7528\u4e8e\u5c06\u58f0\u5b66\u8bed\u97f3\u8fdb\u884c\u5206\u6790\uff0c\u5e76\u5f97\u5230\u5bf9\u5e94\u7684\u6587\u5b57\u6216\u62fc\u97f3\u4fe1\u606f\u3002<\/p>\n

\u8bed\u97f3\u8bc6\u522b\u7cfb\u7edf\u4e00\u822c\u5206\u4e3a\uff1a\u8bad\u7ec3\u548c\u89e3\u7801\u4e24\u9636\u6bb5\u3002<\/p>\n

\u8bad\u7ec3<\/p>\n

\u901a\u8fc7\u5927\u91cf\u6807\u6ce8\u7684\u8bed\u97f3\u6570\u636e\u8bad\u7ec3\u6570\u5b66\u6a21\u578b\uff0c\u901a\u8fc7\u5927\u91cf\u6807\u6ce8\u7684\u6587\u672c\u6570\u636e\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u3002<\/p>\n

\u5e02\u573a\u4e0a\u4e3b\u6d41\u7684\u58f0\u5b66\u8bad\u7ec3\u6a21\u578b\u6709\uff1a\u65f6\u5e8f\u8fde\u63a5\u5206\u7c7b(CTC)\u548c\u5377\u79ef\u9012\u5f52\u795e\u7ecf\u7f51\u7edc(CRNN)\u3002<\/p>\n

\u89e3\u7801<\/p>\n

\u901a\u8fc7\u58f0\u5b66\u548c\u8bed\u8a00\u6a21\u578b\u5c06\u8bed\u97f3\u6570\u636e\u8bc6\u522b\u6210\u6587\u5b57\u3002<\/p>\n

\u58f0\u5b66\u6a21\u578b\u53ef\u4ee5\u7406\u89e3\u4e3a\u662f\u5bf9\u53d1\u751f\u7684\u5efa\u6a21\uff0c\u5b83\u80fd\u591f\u628a\u8bed\u97f3\u8f93\u5165\u8f6c\u6362\u6210\u58f0\u5b66\u8868\u793a\u7684\u8f93\u5165\uff0c\u66f4\u51c6\u786e\u7684\u8bf4\u662f\u7ed9\u51fa\u8bed\u97f3\u5c5e\u4e8e\u67d0\u4e2a\u58f0\u5b66\u7b26\u53f7\u7684\u6982\u7387\u3002<\/p>\n

\u8bed\u8a00\u6a21\u578b\u7684\u4f5c\u7528\u53ef\u4ee5\u7b80\u5355\u7406\u89e3\u4e3a\u6d88\u89e3\u591a\u97f3\u5b57\u95ee\u9898\uff0c\u5728\u58f0\u5b66\u6a21\u578b\u7ed9\u51fa\u53d1\u97f3\u5e8f\u5217\u4e4b\u540e\uff0c\u4ece\u5019\u9009\u7684\u6587\u5b57\u5e8f\u5217\u4e2d\u627e\u51fa\u6982\u7387\u6700\u5927\u7684\u5b57\u7b26\u4e32\u5e8f\u5217\u3002<\/p>\n

\u4e3a\u4e86\u63d0\u4f9b\u7279\u5b9a\u5185\u5bb9\u7684\u8bc6\u522b\u7387\uff0c\u4e00\u822c\u90fd\u4f1a\u63d0\u4f9b\u70ed\u8bcd\u670d\u52a1\uff0c\u914d\u7f6e\u7684\u70ed\u8bcd\u5185\u5bb9\u5b9e\u65f6\u751f\u6548\uff0c\u5e76\u4e14\u4f1a\u63d0\u5347ASR\u7ed3\u679c\u7684\u8bc6\u522b\u6743\u91cd\uff0c\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u63d0\u9ad8ASR\u8bc6\u522b\u7684\u51c6\u786e\u7387\u3002<\/p>\n

ASR\u8fd8\u6709\u4e00\u4e9b\u5176\u4ed6\u7684\u6280\u672f\u7ec6\u8282\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u8d77\u7740\u5173\u952e\u4f5c\u7528\uff1a<\/p>\n

**\u5bfb\u5411\/\u58f0\u6e90\u5b9a\u4f4d\uff1a**\u4e00\u822c\u97f3\u7bb1\u7684\u8bbe\u8ba1\u90fd\u662f\u591a\u9ea6\u514b\u98ce\uff0c\u4f8b\u5982\uff1a4\u9ea6\u30016\u9ea6\uff0c\u5448\u7ebf\u6027\u6216\u73af\u5f62\u5e03\u5c40\u3002\u5bfb\u5411\u7684\u4f5c\u7528\u5c31\u662f\u5224\u65ad\u7528\u6237\u65b9\u5411\uff0c\u7136\u540e\u7528\u7528\u6237\u65b9\u5411\u7684\u9ea6\u514b\u98ce\u91c7\u96c6\u8bed\u97f3\u6570\u636e\uff0c\u4fdd\u8bc1\u8bed\u97f3\u7684\u6570\u636e\u662f\u6700\u6e05\u6670\u7684\u3002<\/p>\n

**\u964d\u566a\uff1a**\u5f53\u6709\u73af\u5883\u97f3\u65f6\uff0c\u9700\u8981\u5bf9\u73af\u5883\u97f3\u8fdb\u884c\u6d88\u9664\uff0c\u63d0\u9ad8\u7b97\u6cd5\u8bc6\u522b\u51c6\u786e\u7387\u3002<\/p>\n

**AEC\uff1a**\u56de\u97f3\u6d88\u9664\uff0c\u5982\u679c\u5f53\u524d\u8bbe\u5907\u65e2\u5728\u4f7f\u7528Player\u8fdb\u884c\u64ad\u653e\uff0c\u540c\u65f6\u53c8\u4f7f\u7528Mic\u8fdb\u884c\u62fe\u97f3\uff0c\u90a3Mic\u5c31\u4f1a\u5c06\u81ea\u5df1\u64ad\u653e\u51fa\u53bb\u7684\u58f0\u97f3\u7ed9\u91cd\u62fe\u56de\u6765\u3002\u8fd9\u65f6\u4e3a\u4e86\u907f\u514d\u5f71\u54cd\u7b97\u6cd5\u8bc6\u522b\u7ed3\u679c\uff0c\u9700\u8981\u5bf9\u56de\u97f3\u8fdb\u884c\u6d88\u9664\u3002<\/p>\n

**VAD\uff1a**\u8bed\u97f3\u7aef\u70b9\u68c0\u67e5\uff0c\u4f7f\u7528\u97f3\u9891\u7279\u5f81\u7b49\u8fdb\u884c\u5206\u6790\uff0c\u786e\u5b9a\u4eba\u58f0\u7684\u5f00\u59cb\u548c\u7ed3\u675f\u65f6\u95f4\u70b9\u3002<\/p>\n

\u81ea\u7136\u8bed\u8a00\u5904\u7406(\u7406\u89e3)NLP(NLU)<\/p>\n

\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u5c31\u662f\u5c06\u4eba\u7684\u8bed\u8a00\u5f62\u5f0f\u8f6c\u5316\u4e3a\u673a\u5668\u53ef\u7406\u89e3\u7684\u3001\u7ed3\u6784\u5316\u7684\u3001\u5b8c\u6574\u7684\u8bed\u4e49\u8868\u793a\uff0c\u901a\u4fd7\u6765\u8bb2\u5c31\u662f\u8ba9\u8ba1\u7b97\u673a\u80fd\u591f\u7406\u89e3\u548c\u751f\u6210\u4eba\u7c7b\u8bed\u8a00\u3002<\/p>\n

\u5c06\u7528\u6237\u7684\u6307\u4ee4\u8fdb\u884cDomain(\u9886\u57df)\u2192Intent(\u610f\u56fe)\u2192Slot(\u8bcd\u69fd)\u4e09\u7ea7\u62c6\u5206\u3002<\/p>\n

\u4ee5\u201c\u5e2e\u6211\u8bbe\u7f6e\u4e00\u4e2a\u660e\u5929\u65e9\u4e0a8\u70b9\u7684\u95f9\u949f\u201d\u4e3a\u4f8b\uff1a\u8be5\u6307\u4ee4\u547d\u4e2d\u7684\u9886\u57df\u662f\u201c\u95f9\u949f\u201d\uff0c\u610f\u56fe\u662f\u201c\u65b0\u5efa\u95f9\u949f\u201d\uff0c\u8bcd\u69fd\u662f\u201c\u660e\u59298\u70b9\u201d\u3002<\/p>\n

\u8fd9\u6837\uff0c\u5c31\u5c06\u7528\u6237\u7684\u610f\u56fe\u62c6\u5206\u6210\u673a\u5668\u53ef\u4ee5\u5904\u7406\u7684\u8bed\u8a00\u3002<\/p>\n

\u5728NLU\u9886\u57df\u4e2d\u6d89\u53ca\u5230\u4e24\u4e2a\u91cd\u8981\u6982\u5ff5\uff0c\u4e5f\u662f\u8bc4\u6d4b\u7cfb\u7edf\u597d\u574f\u7684\u91cd\u8981\u6307\u6807\u3002<\/p>\n

\u5728\u8fd9\u91cc\u7b80\u5355\u4ecb\u7ecd\u4e00\u4e0b\uff1a\u51c6\u786e\u7387\u548c\u53ec\u56de\u7387\u3002<\/p>\n

**\u51c6\u786e\u7387\uff1a**\u8bc6\u522b\u4e3a\u6b63\u786e\u7684\u6837\u672c\u6570\/\u8bc6\u522b\u51fa\u6765\u7684\u6837\u672c\u6570<\/p>\n

**\u53ec\u56de\u7387\uff1a**\u8bc6\u522b\u4e3a\u6b63\u786e\u7684\u6837\u672c\u6570\/\u6240\u6709\u6837\u672c\u4e2d\u6b63\u786e\u7684\u6570<\/p>\n

\u4e3e\u4e2a\u6817\u5b50\uff1a\u5168\u73ed\u4e00\u517130\u540d\u7537\u751f\u300120\u540d\u5973\u751f\u3002\u9700\u8981\u673a\u5668\u8bc6\u522b\u51fa\u7537\u751f\u7684\u6570\u91cf\u3002\u672c\u6b21\u673a\u5668\u4e00\u5171\u8bc6\u522b\u51fa20\u540d\u76ee\u6807\u5bf9\u8c61\uff0c\u5176\u4e2d18\u540d\u4e3a\u7537\u6027\uff0c2\u540d\u4e3a\u5973\u6027\u3002\u5219<\/p>\n

\u51c6\u786e\u7387=18\/\uff0818+2\uff09=0.9<\/p>\n

\u53ec\u56de\u7387=18\/30=0.6<\/p>\n

\u518d\u8865\u5145\u4e00\u4e2a\u56fe\u6765\u89e3\u91ca<\/p>\n

\"\u667a\u80fd\u97f3\u7bb1\u8bed\u97f3\u4ea4\u4e92\u7cfb\u7edf\u7b80\u4ecb\u4e0e\u6d4b\u8bd5\u521d\u63a2\u63d2\u56fe3\"<\/div>\n

\u6280\u80fdSkill<\/p>\n

Skiil\uff0c\u6280\u80fd\uff0c\u4e5f\u5373AI\u65f6\u4ee3\u7684APP\u3002<\/p>Skill\u7684\u4f5c\u7528\u5c31\u662f\uff1a\u5904\u7406NLP\u754c\u5b9a\u7684\u7528\u6237\u610f\u56fe\uff0c\u505a\u51fa\u7b26\u5408\u7528\u6237\u9884\u671f\u7684\u53cd\u9988\u3002\n

\u8bed\u97f3skill\u7684\u8bbe\u8ba1\u4e0e\u4ea7\u54c1APP\u5dee\u522b\u5f88\u5927\uff0c\u7b14\u8005\u7ecf\u8fc7\u4e00\u6bb5\u65f6\u95f4\u7684\u79ef\u7d2f\uff0c\u603b\u7ed3\u4e86\u4e00\u4e0b\u6d4b\u8bd5\u539f\u5219\u4f9b\u53c2\u8003\uff1a<\/p>\n

\u6d4b\u8bd5<\/p>\n

\u539f\u5219<\/p>\n

1<\/p>\n

\u589e\u52a0\u56de\u590d\u7684\u591a\u6837\u6027\u2014\u2014\u9ad8\u9891\u7684\u6307\u4ee4\u5c3d\u53ef\u80fd\u589e\u52a0\u591a\u7684\u56de\u590dTTS\u8bed\u53e5\uff0c\u907f\u514d\u7528\u6237\u53cd\u590d\u542c\u5230\u76f8\u540c\u7684\u56de\u590d\uff1b<\/p>\n

2<\/p>\n

\u91cd\u8981\u4fe1\u606f\u540e\u7f6e\u2014\u2014\u4e00\u822c\u8bed\u97f3\u56de\u590d\u5c24\u5176\u662f\u5f53\u7528\u6237\u5728\u5f00\u8f66\u7684\u8fc7\u7a0b\u4e2d\uff0c\u9700\u8981\u5c06\u91cd\u8981\u4fe1\u606f\u653e\u5728\u540e\u9762\uff0c\u56e0\u4e3a\u5fc3\u7406\u5b66\u4e0a\u6709\u4e2a\u201c\u65f6\u8fd1\u6548\u5e94\u201d\uff0c\u542c\u89c9\u523a\u6fc0\u5f80\u5f80\u6392\u5728\u540e\u9762\u7684\u5f71\u54cd\u529b\u66f4\u5927\uff1b<\/p>\n

3<\/p>\n

\u5408\u7406\u7684\u7b80\u6d01\u2014\u2014\u7528\u6237\u53ef\u611f\u77e5\u65f6\u7b80\u6d01\u56de\u590d\uff0c\u7528\u6237\u4e0d\u53ef\u611f\u77e5\u65f6\u5b8c\u6574\u56de\u590d\u3002\uff1b<\/p>\n

\u5047\u5982\u7528\u6237\u6307\u4ee4\u201c\u505c\u6b62\u64ad\u653e\u201d\uff0c\u8fd9\u65f6\u5019\u53ea\u9700\u4e00\u4e2a\u63d0\u793a\u97f3\u6216\u8005\u4e00\u4e2a\u7b80\u7b54\u7684\u56de\u590d\u201c\u597d\u7684\u201d\u3002\u4f46\u662f\uff0c\u5982\u679c\u7528\u6237\u7684\u6307\u4ee4\u662f\u201c\u5e2e\u6211\u8bbe\u7f6e\u4e00\u4e2a\u660e\u5929\u65e9\u4e0a8\u70b9\u7684\u95f9\u949f\u201d\uff0c\u56de\u590d\u5c31\u9700\u8981\u662f\u5b8c\u6574\u7684\uff0c\u4f8b\u5982\uff1a\u201c\u5df2\u5e2e\u4f60\u8bbe\u7f6e\u597d\u660e\u5929\u65e9\u4e0a8\u70b9\u7684\u95f9\u949f\u201d\uff0c\u5426\u5219\u7528\u6237\u4f1a\u6ca1\u5b89\u5168\u611f\uff0c\u4e0d\u77e5\u9053\u4f60\u8bbe\u7f6e\u7684\u5230\u5e95\u5bf9\u4e0d\u5bf9\uff0c\u5982\u679c\u4e0d\u5bf9\uff0c\u90a3\u5e26\u6765\u7684\u98ce\u9669\u662f\u5f88\u5927\u7684\uff0c\u6240\u4ee5\u4e00\u5b9a\u8981\u5b8c\u6574\u56de\u590d\u3002<\/p>\n

\u8bed\u97f3\u5408\u6210TTS<\/p>\n

\u8bed\u97f3\u5408\u6210\uff08Text-To-Speech\uff09\uff0c\u4e00\u822c\u7b80\u79f0TTS\uff0c\u662f\u5c06\u6587\u5b57\u8f6c\u5316\u4e3a\u58f0\u97f3\uff08\u6717\u8bfb\u51fa\u6765\uff09\uff0c\u7c7b\u6bd4\u4e8e\u4eba\u7c7b\u7684\u5634\u5df4\u3002\u5927\u5bb6\u5728Siri\u7b49\u5404\u79cd\u8bed\u97f3\u52a9\u624b\u4e2d\u542c\u5230\u7684\u58f0\u97f3\uff0c\u90fd\u662f\u7531TTS\u6765\u751f\u6210\u7684\uff0c\u5e76\u4e0d\u662f\u771f\u4eba\u5728\u8bf4\u8bdd\u3002<\/p>\n

TTS\u4e1a\u5185\u666e\u904d\u4f7f\u7528\u4e24\u79cd\u505a\u6cd5\uff1a\u4e00\u79cd\u662f\u62fc\u63a5\u6cd5\uff0c\u4e00\u79cd\u662f\u53c2\u6570\u6cd5\u3002<\/p>\u62fc\u63a5\u6cd5

\u4ece\u4e8b\u5148\u5f55\u5236\u7684\u5927\u91cf\u8bed\u97f3\u4e2d\uff0c\u9009\u62e9\u6240\u9700\u7684\u57fa\u672c\u53d1\u97f3\u5355\u4f4d\u62fc\u63a5\u800c\u6210\u3002<\/p>\n

**\u4f18\u70b9\uff1a**\u8bed\u97f3\u7684\u81ea\u7136\u5ea6\u5f88\u597d\u3002<\/p>\n

**\u7f3a\u70b9\uff1a**\u6210\u672c\u592a\u9ad8\uff0c\u8d39\u7528\u6210\u672c\u8981\u4e0a\u767e\u4e07\u3002<\/p>\u53c2\u6570\u6cd5

\u4f7f\u7528\u7edf\u8ba1\u6a21\u578b\u6765\u4ea7\u751f\u8bed\u97f3\u53c2\u6570\u5e76\u8f6c\u5316\u6210\u6ce2\u5f62\u3002<\/p>\n

**\u4f18\u70b9\uff1a**\u6210\u672c\u4f4e\uff0c\u4e00\u822c\u4ef7\u683c\u572820\u4e07~60\u4e07\u4e0d\u7b49\u3002<\/p>\n

**\u7f3a\u70b9\uff1a**\u53d1\u97f3\u7684\u81ea\u7136\u5ea6\u6ca1\u6709\u62fc\u63a5\u6cd5\u597d\u3002<\/p>\n

\u4f46\u662f\u968f\u7740\u6a21\u578b\u7684\u4e0d\u65ad\u4f18\u5316\uff0c\u73b0\u5728\u53c2\u6570\u6cd5\u7684\u6548\u679c\u5df2\u7ecf\u975e\u5e38\u597d\u4e86\uff0c\u56e0\u6b64\u4e1a\u5185\u4f7f\u7528\u53c2\u6570\u6cd5\u7684\u8d8a\u6765\u8d8a\u591a\u3002<\/p>\n

\u5bf9TTS\u7684\u6d4b\u8bd5\u4e3b\u8981\u5206\u4e3b\u89c2\u6d4b\u8bd5\u548c\u5ba2\u89c2\u6d4b\u8bd5\uff1a<\/p>\n

\u4e3b\u89c2\u6d4b\u8bd5<\/p>\n

1.MOS\uff08Mean Opinion Scores\uff09\uff0c\u4e13\u5bb6\u7ea7\u8bc4\u6d4b\uff08\u4e3b\u89c2\uff09\uff1b1-5\u5206\uff0c5\u5206\u6700\u597d\u3002<\/p>\n

2.ABX\uff0c\u666e\u901a\u7528\u6237\u8bc4\u6d4b\uff08\u4e3b\u89c2\uff09\u3002\u8ba9\u7528\u6237\u6765\u89c6\u542c\u4e24\u4e2aTTS\u7cfb\u7edf\uff0c\u8fdb\u884c\u5bf9\u6bd4\uff0c\u770b\u54ea\u4e2a\u597d\u3002<\/p>\n

\u4e3b\u89c2\u6d4b\u8bd5\u4ee5MOS\u4e3a\u4e3b\u3002<\/p>\n

\u5ba2\u89c2\u6d4b\u8bd5<\/p>\n

1.\u5bf9\u58f0\u5b66\u53c2\u6570\u8fdb\u884c\u8bc4\u4f30\uff0c\u4e00\u822c\u662f\u8ba1\u7b97\u6b27\u5f0f\u8ddd\u79bb\u7b49\uff08RMSE\uff0cLSD\uff09\u3002<\/p>\n

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