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{
"paper_id": "O03-3007",
"header": {
"generated_with": "S2ORC 1.0.0",
"date_generated": "2023-01-19T08:01:26.042617Z"
},
"title": "",
"authors": [],
"year": "",
"venue": null,
"identifiers": {},
"abstract": "",
"pdf_parse": {
"paper_id": "O03-3007",
"_pdf_hash": "",
"abstract": [],
"body_text": [],
"back_matter": [],
"bib_entries": {},
"ref_entries": {
"TABREF0": {
"html": null,
"content": "<table><tr><td colspan=\"3\">\u865f\u3001\u66f8\u540d\u7b49\u7b49\u3002 \u8655\u3002\u56e0\u6b64\uff0c\u5728\u8a2d\u8a08\u672c\u7cfb\u7d71\u7684\u6642\u5019\uff0c\u5c07\u6240\u9700\u8981\u7684\u8a9e\u97f3\u8fa8\uf9fc\u3001\u8cc7\uf9be\u5eab\u67e5\u8a62\u3001\u6587 \u5f37\u5927\u7684\u8a9e\u97f3\u8fa8\uf9fc\u8edf\u9ad4\uff0c\u53ef\u4ee5\u5c07\u5927\uf97e\u7684\u8a9e\u97f3\u7528 HMM \u8a13\uf996\u4e4b\u5f8c\uff0c\u52a0\u4ee5\u8fa8\uf9fc\u3002\u6240\u4ee5 \u591a\u5be1\uff0c\u5e73\u5747\u6bcf\uf906\u7684\u5b57\uf969\uff0c\ufa26\u6703\u5f71\u97ff\u6b63\u78ba\uf961\u3002\u4e0b\u8868\u662f\u6211\u5011\u6e2c\u8a66\u7684\u7d50\u679c\uff1a</td></tr><tr><td colspan=\"3\">\u5728\u8f38\u51fa\u65b9\u9762\uff0c\u6211\u5011\u63a1\u7528\u6587\u5b57\u986f\u793a\u8207\u8a9e\u97f3\u5408\u6210\uf978\u7a2e\u4e26\ufa08\u7684\u8a2d\u8a08\u3002\u4f7f\u7528\u8005\u53ef\u4ee5\u5f9e \u5b57\u8f49\u8a9e\u97f3\ufa26\u4ee5 Web Service \u65b9\u5f0f\u5be6\u4f5c\uff0c\u5982\u6b64\u53ef\u4ee5\u6e1b\u8f15\u4f7f\u7528\u8005\u7aef\u96fb\u8166\u7684\u8ca0\u64d4\uff0c \u672c\u7cfb\u7d71\u63a1\u7528 HTK \u70ba\u8fa8\uf9fc\u6838\u5fc3\u3002\u4e26\u5c07\u6240\u6709\u7684\u66f8\u540d\u3001\u4f5c\u8005\u3001\u51fa\u7248\u793e\u5f9e\u8cc7\uf9be\u5eab\u4e2d\u7cb9 \u8cc7\uf9be\u5eab \u7e3d\u5171\u7b46\uf969 \u5e73\u5747\u6bcf\u7b46\u5b57\uf969 \u6e2c\u8a66\u6b21\uf969 \u6b63\u78ba\u6b21\uf969 \u8fa8\uf9fc\uf961</td></tr><tr><td colspan=\"3\">\u986f\u793a\u5668\u5f97\u77e5\u67e5\u8a62\u7d50\u679c\uff0c\u6216\u8005\uf9dd\u7528\uf90b\u53ed\uf9b0\u807d\u67e5\u8a62\u7d50\u679c\u3002\u5018\uf974\u4f7f\u7528\u8005\u6709\u8208\u8da3\u8a66\u807d\u627e\u5230 \u9054\u5230\u5feb\u901f\u641c\u5c0b\u548c\u65b9\uf965\u4f7f\u7528\u7684\u76ee\u7684\u3002 \u53d6\u51fa\uf92d\uff0c\u9032\ufa08\u6a19\u6ce8\u97f3\u7684\u52d5\u4f5c\u3002\u518d\u5c07\u8981\u88ab\u8fa8\uf9fc\u7684\u8a9e\u97f3\u6a94\u505a\u7279\u5fae\uf96b\uf969\u7cb9\u53d6\uff0c\uf9dd\u7528 \u66f8\u540d 12147 7.24 113 95 80.53%</td></tr><tr><td colspan=\"3\">\u7684\u66f8\u85c9\uff0c\u53ef\u4ee5\u76f4\u63a5\u6309\u9375\u4e0b\u8f09\uff0c\u7cfb\u7d71\u5c07\u6703\u5f9e\u7db2\uf937\u4e0a\u6293\u53d6\u8a72\u672c\u6709\u8072\u66f8\uff0c\u76f4\u63a5\u64a5\u653e\u7d66\u4f7f 2. \u8a9e\u97f3\u8fa8\uf9fc\u6838\u5fc3\uff1a Viterbi Search \u6f14\u7b97\u6cd5\uff0c\u5c07\u7cb9\u53d6\u51fa\uf92d\u7684\uf96b\uf969\u548c\u4e4b\u524d\u6a19\u597d\u7684\u6ce8\u97f3\u6a94\u6bd4\u5c0d\uff0c\u627e\u51fa\u4e00\u500b \u4f5c\u8005 5277 4.33 105 79 75.28%</td></tr><tr><td colspan=\"3\">\u7528\u8005\u8a66\u807d\u3002 \u8a9e\u97f3\u8fa8\uf9fc\u7684\u6700\u5927\u597d\u8655\u5c31\u662f\u4f7f\u7528\u8005\u53ef\u4ee5\uf967\u7528\u4f9d\u50b3\u7d71\u6587\u5b57\u8f38\u5165\u65b9\u5f0f\u4f5c\u67e5\u8a62\uff0c\u800c \u6700\u76f8\u4f3c\uf906\u5b50\uff0c\u7576\u505a\u8a9e\u97f3\u8fa8\uf9fc\u7684\u7d50\u679c\u3002 \u51fa\u7248\u793e 1091 3.96 127 104 81.89%</td></tr><tr><td colspan=\"3\">\u4ee5\u4e0b\u662f\u6574\u500b\u7cfb\u7d71\u4ee5\u8a9e\u97f3\u8f38\u5165\u8207\u6587\u5b57\u548c\u8a9e\u97f3\u8f38\u51fa\u7684\uf9ca\u7a0b\u5716\uff1a \u6539\u4ee5\uf901\u4eba\u6027\u5316\u7684\u8a9e\u97f3\u8f38\u5165\u65b9\u5f0f\u67e5\u8a62\uff0c\u4ee5\u671f\u80fd\uf925\u8fd1\u4eba\u8207\u6a5f\u5668\u9593\u7684\u8ddd\uf9ea\u3002\u800c\u8a9e 3. \u8a9e\u97f3\u5408\u6210 ( TTS, Text to Speech ) : \u5716 2. \u958b\u59cb\u57f7\ufa08\u6642\u7684\u4f7f\u7528\u8005\u4ecb\u9762 \u5f9e\u4e0a\u8868\u53ef\u5f97\u77e5\uff0c\u672c\u7cfb\u7d71\u7684\u8fa8\uf9fc\uf961\u5df2\u9054\u5230\u5927\u7d04 80%\u7684\u6c34\u6e96\uff0c\u5df2\u53ef\u9054\u5230\u65b9\uf965\u4f7f\u7528\u7684\u5730</td></tr><tr><td colspan=\"3\">\u5716 4. \u6240\u5f97\u7684\u8f38\u51fa\u7d50\u679c\uff0c\u9664\uf9ba\u5370\u51fa\uf92d\u5916\u4e5f\u6703\u5538\u51fa\uf92d</td></tr><tr><td colspan=\"3\">\u8a9e\u97f3\u8f38\u5165 \u97f3\u8fa8\uf9fc\u4e3b\u8981\u5206\u70ba\u4e8c\u500b\u6b65\u9a5f\uff0cMFCC (Mel-scale Frequency Cepstral Coefficient) \u6587\u5b57\u548c\u8a9e\u97f3\u8f38\u51fa \u70ba\uf9ba\u80fd\u8b93\u76f2\u80de\u4e5f\u80fd\u77e5\u9053\u67e5\u8a62\u7684\u7d50\u679c\uff0c\u6574\u500b\u7cfb\u7d71\u9700\u8981\u80fd\u5c07\u6587\u5b57\u8f49\u6210\u8a9e\u97f3(TTS, Text 2.\u5728\u6309\u4e0b\uf969\u5b57\u9375\u4e4b\u5f8c\uff0c\u8a9e\u97f3\u6703\u63d0\u793a\u5728\u55f6\u8072\u5f8c\u958b\u59cb 3 \u79d2\uf93f\u97f3\uff0c\u800c\u55f6\u8072\u97ff\u8d77\uff0c\u5de6 \u6b65\u3002\u800c\u65b9\uf965\u6027\u65b9\u9762\uff0c\u7531\u65bc\u5b8c\u5168\u662f\u4ee5\u7c21\u55ae\u7684\uf969\u5b57\u9375\u548c\u8072\u97f3\uf92d\u505a\u8f38\u5165\uff0c\u6240\u4ee5\u5c0d\u8996\u969c\u8005</td></tr><tr><td colspan=\"3\">4. \u672c\u7cfb\u7d71\u4e5f\u53ef\u4ee5\u4f7f\u7528\u6587\u5b57\u67e5\u8a62\uff0c\u53ef\u76f4\u63a5\u5728\uf91d\u4f4d\u4e0a\u586b\u5165\u60f3\u67e5\u8a62\u7684\u8cc7\uf9be</td></tr><tr><td colspan=\"3\">Client \u7aef\u96fb\u8166 \u7279\u5fb5\uf96b\uf969\u7cb9\u53d6\u8207 HMM (Hidden Markov Model)\u6bd4\u5c0d\u8fa8\uf9fc[2]\u3002\u5206\u8ff0\u5982\u4e0b\uff1a to Speech)\u7684\u529f\u80fd\uff0c\u624d\u80fd\u6709\u8072\u97f3\u7684\u8f38\u51fa\u3002\u9996\u5148\u5148\u5c07\u6587\u5b57\u8f38\u5165\u5230 TTS \u7cfb\u7d71\u4e2d\uff0cTTS \u4e0b\u89d2\u7684 progress bar \u6703\u958b\u59cb\u9032\ufa08\uff0c\u5728\u6b64\u6642\u5c0d\u8457\u9ea5\u514b\u98a8\uf96f\u51fa\u8981\u67e5\u8a62\u7684\u95dc\u9375\u5b57\u3002 \u548c\u4e00\u822c\u4eba\uf92d\uf96f\uff0c\ufa26\u80fd\u5920\u8f15\uf9e0\u5730\u64cd\u4f5c\u3002\u7d93\u7531\u5be6\u969b\u5168\u76f2\u7684\u4eba\u6e2c\u8a66\uff0c\u5370\u8b49\uf9ba\u6211\u5011\u7684\u60f3\u6cd5\u3002</td></tr><tr><td colspan=\"3\">\u8072\u97f3\u6a94 I. \u8a9e\u97f3\u7279\u5fb5\uf96b\uf969\u7cb9\u53d6\uff1a \u7cfb\u7d71\u5728\u6536\u5230\u6587\u5b57\u5f8c\uff0c\u6839\u64da\u539f\u6709\u5728\u8cc7\uf9be\u5eab\u4e2d\u7684\u8a9e\u97f3\u6a94\u9032\ufa08\uf99a\u97f3\uff0c\u8abf\u6574\u9577\ufa01\u3001\u5927\u5c0f\u53ca \u6587\u5b57\u67e5\u8a62\u7d50\u679c \u8a9e\u97f3\u5408\u6210\u5f8c\u7684\u8072\u97f3</td></tr><tr><td colspan=\"3\">Service \uf92d\u9032\ufa08\u6240\u6709\u529f\u80fd\u7684\u6574\u5408\u3002\u6700\u5f8c\uff0c\u5728\u7cfb\u7d71\u8fa8\uf9fc\u8a55\u6bd4\u65b9\u9762\uff0c\u6211\u5011\u4e5f\u5f97\u5230\uf9ba\uf967 \u8a9e\u97f3\u5408\u6210 \u8a9e\u97f3\u8fa8\uf9fc \u8cc7\uf9be\u5eab\u67e5\u8a62 \u67e5\u8a62\u7d50\u679c \u8fa8\uf9fc\u7d50\u679c \u7279\u5fb5\uf96b\uf969\u7cb9\u53d6\u7684\u76ee\u7684\u5728\u65bc\u5c07\u4e00\u6bb5\u8a9e\u97f3\u6a94\u7684\u8072\u6ce2(Waveform \u5f62\u5f0f)\u8f49\u70ba\u53e6 \u8072\u8abf\u7684\u52d5\u4f5c\u3002\u9019\uf9e8\u63a1\u7528\u7684\u65b9\u6cd5\u662f\u57fa\u9031\u540c\u6b65\u758a\u52a0\u6cd5\uff0cPSOLA (Pitch Synchronous \u4e94\uff0e\u7d50\uf941\uff1a</td></tr><tr><td colspan=\"3\">\u4e00\u500b\uf96b\uf969\u8868\u793a(\u901a\u5e38\u8cc7\uf9be\uf97e\u6703\u660e\u986f\ufa09\u4f4e)\uff0c\u4ee5\uf965\u5c07\uf92d\u8fa8\uf9fc\u4e4b\u7528\u3002\u800c\u9019\uf9e8\u4f7f Overlap and Add) [1]\u3002\u53e6\u5916\u8655\uf9e4\u4e2d\u6587\u6642\uff0c\u5fc5\u9808\u8003\u616e\u5230\u8072\u8abf\u7684\u8f49\u63db (\uf9b5\u5982\uff0c\uf9e1\u7e3d\u7d71 \u5728\u672c\uf941\u6587\u4e2d\uff0c\u6211\u5011\u5df2\u7d93\u5be6\u969b\u8a2d\u8a08\u51fa\u4e00\u5957\u5b8c\u6574\u7684\u6709\u8072\u66f8\u67e5\u8a62\u7cfb\u7d71\uff0c\u9019\u662f\u57fa\u65bc\uf978</td></tr><tr><td>\u932f\u7684\u6210\u679c\u3002</td><td/><td/></tr><tr><td colspan=\"3\">\u6ce8\u97f3\u6a94\u8cc7 \u7528\u6885\u723e\u5012\u983b\u8b5c\uf96b\uf969( MFCC )\uff0c\u5176\u8003\u616e\u5230\u4eba\u8033\u5c0d\u983b\uf961\u7684\u7279\u6027\uff0c\u8f03\u5176\u4ed6\u65b9\u6cd5 \u66f8\u7c4d\u8cc7 \u767c\u97f3\u8cc7 \u9019\u4e09\u500b\u5b57\u7684\u8072\u8abf\u70ba\uff1a3 \u8072\u30012 \u8072\u30013 \u8072 )\uff0c\u6240\u4ee5\u6211\u5011\u5fc5\u9808\u53e6\u5916\u5efa\uf9f7\u4e00\u4e9b\u5e38\u7528\u7684\u8fad\u5eab\uff0c \u7a2e\u8a9e\u97f3\u6280\u8853\u4e0b\u7684\u6574\u5408\u7cfb\u7d71\uff0c\uf9dd\u7528.NET \u67b6\u69cb\u7684 Web Service \uf92d\u7d50\u5408\u7cfb\u7d71\u6240\u61c9\u7528\u7684\u6280</td></tr><tr><td>\uf9be\u5eab</td><td>\uf9be\u5eab</td><td>\uf9be\u5eab</td></tr><tr><td colspan=\"3\">\u70ba\u4f73\u3002 \uf92d\u4f5c\u6ce8\u97f3\u4fee\u6b63\u3002\u6700\u5f8c\uff0c\u5c07\u6240\u5f97\u7684\u8a9e\u97f3\u6a94\u64ad\u653e\u51fa\uf92d\u5373\u53ef\u3002 \u8853\uff0c\u7d93\u904e\u591a\u4eba\u7684\u6e2c\u8a66\uff0c\u5176\u7d50\u679c\u582a\u7a31\uf9e4\u60f3\u4e14\u5be6\u7528\u50f9\u503c\u6975\u9ad8\u3002\u672a\uf92d\u53ef\u4ee5\uf901\u9032\u4e00\u6b65\u63d0\u9ad8</td></tr><tr><td>\u4e00\uff0e\u7cfb\u7d71\u4ecb\u7d39\uff1a</td><td>\u5716 1.\u7cfb\u7d71\u67b6\u69cb\u5716</td><td/></tr><tr><td colspan=\"2\">II. \u6bd4\u5c0d\u8fa8\uf9fc\uff1a \u8fa8\uf9fc\uf961\u6216\u52a0\u901f\u6bd4\u5c0d\u6642\u9593\u4ee5\u6c42\u7cfb\u7d71\uf901\u52a0\u5b8c\u5584\u3002 \u5716 5. \u5c07\u95dc\u9375\u5b57\u586b\u5165\u6b32\u67e5\u8a62\u7684\uf91d\u4f4d\u4e2d</td><td/></tr><tr><td colspan=\"3\">\u672c\u7cfb\u7d71\u662f\u67b6\u69cb\u5728 Microsoft .NET Framework \u4e4b\u4e0b\uff0c\uf9dd\u7528 Web Service \u7684\u529f\u80fd\uff0c \u4e8c\uff0e\u63a1\u7528\u6280\u8853\uff1a \u5716 3. \uf93f\u97f3\u6642, progress bar \u6b63\u5728\u79fb\u52d5</td></tr><tr><td colspan=\"3\">\u65e9\u671f\u4ee5 DTW (Dynamic Time Warping) [2]\u7684\u6280\u8853\uf92d\u5be6\u4f5c\u8a9e\u97f3\u8fa8\uf9fc\uff0c\u7136\u800c \u4e09\uff0e\u64cd\u4f5c\u4ecb\u9762\uf96f\u660e\uff1a \u56db\uff0e\u5be6\u9a57\u6210\u679c\uff1a</td></tr><tr><td colspan=\"3\">\uf92d\u9032\ufa08\u5404\u7a2e\u7db2\uf937\u8cc7\uf9be\u7684\u50b3\u8f38\u3002\u4f7f\u7528\u8005\uf9dd\u7528\u7c21\u55ae\u7684\u6309\u9375\uf92d\u9078\u64c7\u4f7f\u7528\u66f8\u540d\u3001\u4f5c\u8005\u6216\u51fa 1. Microsoft .NET \u5e73\u53f0\uff1a 3.\uf93f\u5b8c\u97f3\u4e4b\u5f8c\uff0c\u5c07\u6703\u50b3\u56de\u8fa8\uf9fc\u7d50\u679c\uff0c\uf967\u4f46\u5c07\u7d50\u679c\u986f\u793a\u51fa\uf92d\uff0c\u4e5f\uf9dd\u7528\u8a9e\u97f3\u5408\u6210\u7684</td></tr><tr><td colspan=\"3\">\u6548\u679c\u4e26\uf967\u751a\u597d\u3002\u6211\u5011\u7684\u7cfb\u7d71\u5247\u662f\u63a1\u7528\u96b1\u85cf\u5f0f\u99ac\u53ef\u592b\u6a21\u578b(HMM, Hidden \u672c\u7cfb\u7d71\u7684\u64cd\u4f5c\uf96f\u660e\u5982\u4e0b\uff1a \u672c\u7cfb\u7d71\u7684\u76ee\u7684\u5728\u65bc\u767c\u5c55\u51fa\u8a9e\u97f3\u548c\u6587\u5b57\u4e8c\u7a2e\u8f38\u5165\u548c\u8f38\u51fa\u65b9\u5f0f\uff0c\uf901\u512a\u65bc\u4e00\u822c\u8cc7\uf9be \uf9d1\uff0e\uf96b\u8003\u66f8\u76ee\uff1a</td></tr><tr><td colspan=\"3\">\u7248\u793e\uf92d\u67e5\u8a62\uff0c\u518d\u7d93\u904e\u9ea5\u514b\u98a8\u7684\u8a9e\u97f3\u8f38\u5165\uff0c\u7cfb\u7d71\u6703\u5c07\u8a9e\u97f3\u6a94\u50b3\u5230 Web Service \u4e2d\uff0c .NET \u5e73\u53f0\u63d0\u4f9b\uf9ba Web Service \u529f\u80fd\uff0c\u5728\u7db2\uf937\u8fc5\u901f\u666e\u53ca\uff0c\u4e14\u5bdb\u983b\u851a\u70ba\u98a8\u6f6e\u7684 \u6280\u8853\uff0c\u5c07\u7b54\u6848\u5538\u51fa\uf92d\u3002\uf974\u60f3\u807d\u8a72\u7b46\u6709\u8072\u66f8\uff0c\u53ef\u4ee5\u6309\u4e0b play \u9215\u6216\u662f\u6309\u4e0b\u6307\u5b9a</td></tr><tr><td colspan=\"3\">Markov Model ) \u70ba\u5176\u8fa8\uf9fc\u6838\u5fc3\uff0c\u5176\u5177\u6709\u8a9e\u97f3\u7d71\u8a08\u7279\u6027\uff0c\u7d93\u8b49\u5be6\u80fd\u5920\u6709\u6548 1. \u958b\u59cb\u57f7\ufa08\u7a0b\u5f0f\u6642\uff0c\u6703\u4ee5\u8a9e\u97f3\u63d0\u793a\u4f7f\u7528\u8005\u4f7f\u7528\u8a9e\u97f3\u67e5\u8a62\u7684\u65b9\u6cd5\uff0c\u6309\uf969\u5b57\u9375 1 \u5eab\u53ea\u6709\u6587\u5b57\u8f38\u5165\u7684\u65b9\u5f0f\u3002\u5982\u6b64\u5c07\u4f7f\u5f97\u76f2\u80de\u548c\uf967\u6703\u4e2d\u6587\u8f38\u5165\u6cd5\u7684\u4e00\u822c\u6c11\u773e\u80fd\u65b9\uf965\u7684 1.</td></tr><tr><td colspan=\"3\">\u7136\u5f8c\u63a1\u7528\u6885\u723e\u523b\ufa01\u5f0f\u5012\u983b\u8b5c ( MFCC ) [2]\u7684\u65b9\u6cd5\u9032\ufa08\u8a9e\u97f3\u7279\u5fb5\uf96b\uf969\u7cb9\u53d6\u3002\u518d\u5c07\u7cb9 \u73fe\u5728\uff0c\uf901\u80fd\u986f\u73fe\u5176\uf965\uf9dd\u6027\u3002\u6211\u5011\u53ef\u5c07 Web Service \u770b\u6210\u4e00\u500b\u53ef\u4f7f\u7528\u7684\u9060\u7aef\u51fd \u7684\uf969\u5b57\u9375\uff0c\u7cfb\u7d71\u5c07\u6703\u4e0b\u8f09\u6709\u8072\u66f8\u4e26\u64ad\u653e\u51fa\uf92d\u3002</td></tr><tr><td colspan=\"3\">\u6a21\u64ec\u8a9e\u97f3\u7684\u7d30\u5fae\u8b8a\u5316\uff0c\u70ba\u8fd1\uf98e\uf92d\u8a9e\u97f3\u8fa8\uf9fc\u6700\u70ba\u5ee3\u6cdb\u7684\u4f7f\u7528\u65b9\u6cd5\u3002 \u9032\ufa08\u66f8\u540d\u67e5\u8a62\uff0c\u6309 2 \u9032\ufa08\u4f5c\u8005\u67e5\u8a62\uff0c\u6309 3 \u9032\ufa08\u51fa\u7248\u793e\u67e5\u8a62 \u4f7f\u7528\u3002\u56e0\u6b64\uff0c\u6700\u91cd\u8981\u7684\u5c31\u662f\u8a9e\u97f3\u8f38\u5165\u7684\u8fa8\uf9fc\uf961\u548c\u7cfb\u7d71\u64cd\u4f5c\u7684\u65b9\uf965\u6027\u3002\u5c31\u8fa8\uf9fc\uf961\u800c</td></tr><tr><td colspan=\"3\">\u53d6\u5f8c\u7684\uf96b\uf969\u548c\u8cc7\uf9be\u5eab\u4e2d\u8a13\uf996\u904e\u7684\u6240\u6709\u8a9e\uf906\u9032\ufa08\u6bd4\u5c0d\uff0c\u627e\u51fa\u5206\uf969\u6700\u9ad8\u7684\uf92d\u7576\u4f5c\u8fa8\u8a8d \u5f0f\u3002\u7a0b\u5f0f\u8a2d\u8a08\u5e2b\u53ea\u8981\uf99a\u4e0a\u7db2\uf937\uff0c\u4e26\uf9ba\u89e3\u51fd\u5f0f\u7684\u8f38\u5165\uf96b\uf969\u548c\u8f38\u51fa\u7d50\u679c\uff0c\u5c31\u53ef</td></tr><tr><td colspan=\"3\">\u4ee5\u4e0a\u9019\u4e8c\u500b\u6b65\u9a5f\u53ef\uf9dd\u7528 HTK ( HMM Tool Kit ) [3]\u52a0\u4ee5\u5b8c\u6210\u3002HTK \u662f\u4e00\u5957\u529f\u80fd \u8a00\uff0c\u7531\u65bc\u672c\u8a9e\u97f3\u8fa8\uf9fc\u7cfb\u7d71\u662f\u63a1\u7528\u6700\u63a5\u8fd1\u7684\uf906\u5b50\u7576\u505a\u8fa8\uf9fc\u7d50\u679c\u3002\u88ab\u8fa8\uf9fc\u7cfb\u7d71\u8cc7\uf9be\u7684</td></tr><tr><td colspan=\"3\">\u7d50\u679c\u3002\uf9dd\u7528\u8fa8\u8a8d\u7d50\u679c\u53bb\u67e5\u8a62\u8cc7\uf9be\u5eab\uff0c\u53d6\u5f97\u8a72\u7b46\u8cc7\uf9be\u7684\u6240\u6709\u76f8\u95dc\u8cc7\u8a0a\uff0c\uf9b5\u5982\u66f8\u7c4d\u7de8 \u4ee5\u76f4\u63a5\u4f7f\u7528\u8a72\u51fd\u5f0f\u800c\uf967\u5fc5\u82b1\u6642\u9593\u91cd\u65b0\u64b0\u5beb\u3002\u5145\u4efd\u7528\u5230\uf9ba\u8cc7\u6e90\u518d\uf9dd\u7528\u7684\u597d</td></tr></table>",
"type_str": "table",
"num": null,
"text": "\u6458\u8981\uff1a \u6211\u5011\u8a2d\u8a08\u4e00\u5957\u63a1\u7528\u8a9e\u97f3\u8f38\u5165\u548c\u8f38\u51fa\u7684\u6709\u8072\u66f8\u67e5\u8a62\u7cfb\u7d71\uff0c\u76ee\u7684\u5728\u8b93\u8996\uf98a\u969c\u7919\u7684 \u76f2\u80de\u80fd\u65b9\uf965\u67e5\u8a62\u4e26\u6536\u807d\u6e05\u5927\u76f2\u53cb\u6703\u6709\u8072\u66f8\u3002\u76f2\u80de\uf967\u4f46\u53ef\u4ee5\u67e5\u8a62\u8cc7\uf9be\u5eab\u7684\u66f8\u7c4d\uff0c\u4e5f \u53ef\u4ee5\u4e0b\u8f09\u6709\u8072\u66f8\u76f4\u63a5\u6536\u807d\u3002\u9019\u500b\u7cfb\u7d71\u63a1\u7528\uf9ba\uf978\u5927\u8a9e\u97f3\u8655\uf9e4\u7684\u6280\u8853 : \u8a9e\u97f3\u8fa8\uf9fc\u8207 \u8a9e\u97f3\u5408\u6210\u3002\u524d\u8005\u662f\uf9dd\u7528 HMM-based \u7684\u539f\uf9e4\uff0c\u800c\u5f8c\u8005\u662f\u63a1\u7528 concatenation-based PSOLA \u7684\u5408\u6210\u6280\u8853\u3002\u5728\u7cfb\u7d71\u8a2d\u8a08\u65b9\u9762\u5247\u904b\u7528\uf9ba Microsoft .NET \u67b6\u69cb\u4e0b\u7684 Web Xuedong Huang, Alex Acero, and Hsiao-Wuen Hon. \"Spoken Language Processing.\" Prentice Hall 2. Fundamentals of Speech Recognition, Prentice Hall."
}
}
}
} |