| { |
| "paper_id": "O17-1008", |
| "header": { |
| "generated_with": "S2ORC 1.0.0", |
| "date_generated": "2023-01-19T07:59:24.949506Z" |
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| "title": "\u624b\u6a5f\u5e73\u53f0 APP \u4e4b\u56db\u7e23\u5ba2\u8a9e\u8f38\u5165\u6cd5\u7684\u7814\u767c Research and Implementation of Sixian Hakka Pinyin Input Method for Mobile Cell APP", |
| "authors": [ |
| { |
| "first": "Feng-Long", |
| "middle": [], |
| "last": "Huang", |
| "suffix": "", |
| "affiliation": {}, |
| "email": "" |
| }, |
| { |
| "first": "Kuei-Sen", |
| "middle": [], |
| "last": "Liu", |
| "suffix": "", |
| "affiliation": {}, |
| "email": "" |
| }, |
| { |
| "first": "Sheng-Yi", |
| "middle": [], |
| "last": "Tseng", |
| "suffix": "", |
| "affiliation": {}, |
| "email": "" |
| } |
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| "abstract": "The proposal scheme called Hakka pinyin input method is based on Android (IMF) Input Method Framework. Users can input Hakka texts in any APP of mobile cell. When user inputs a Hakka character or Hakka vocabulary phonetic abbreviation, the input method will refer to the input of user and search for a single character phonetic transcription font stored in the SQLite database. The data will send to database Single Word Pinyin the Based Word Library, Acronym, and Previous and Successive the Based Word Library. According to the results of the search produce a candidate word or vocabulary, and provide the user to select the output. The Single Word Pinyin and Abbreviation in our systems contain 9361 words and 32453 vocabularies. In addition to the basic message Pinyin input, the input method self provides several functions: (1) User preference input: Record the frequency of the words normally entered by the user in pref. the purpose to allow users follow their own preferences more quickly, that will commonly used words or vocabulary for output. (2) Hakka fast input word: User can search for letters by acronyms, or APP quickly guest the Hakka word, and save the number of typing. (3) Previous and Successive Word Prediction Output: This feature has the ability to let the user quickly generate the Hakka sentence, let the Hakka words or sentences to achieve faster output efficiency, and training the Bi-gram probability. (4) Hakka Language pronunciation: The purpose is to let the beginner to hear the correct Hakka pronunciation, to achieve the purpose of language learning.", |
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| "paper_id": "O17-1008", |
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| "abstract": [ |
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| "text": "The proposal scheme called Hakka pinyin input method is based on Android (IMF) Input Method Framework. Users can input Hakka texts in any APP of mobile cell. When user inputs a Hakka character or Hakka vocabulary phonetic abbreviation, the input method will refer to the input of user and search for a single character phonetic transcription font stored in the SQLite database. The data will send to database Single Word Pinyin the Based Word Library, Acronym, and Previous and Successive the Based Word Library. According to the results of the search produce a candidate word or vocabulary, and provide the user to select the output. The Single Word Pinyin and Abbreviation in our systems contain 9361 words and 32453 vocabularies. In addition to the basic message Pinyin input, the input method self provides several functions: (1) User preference input: Record the frequency of the words normally entered by the user in pref. the purpose to allow users follow their own preferences more quickly, that will commonly used words or vocabulary for output. (2) Hakka fast input word: User can search for letters by acronyms, or APP quickly guest the Hakka word, and save the number of typing. (3) Previous and Successive Word Prediction Output: This feature has the ability to let the user quickly generate the Hakka sentence, let the Hakka words or sentences to achieve faster output efficiency, and training the Bi-gram probability. (4) Hakka Language pronunciation: The purpose is to let the beginner to hear the correct Hakka pronunciation, to achieve the purpose of language learning.", |
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\u5ba2\u8a9e\u8a5e\u5b57\u9996\u5feb\u901f\u8f38\u5165\uff1a\u85c9\u7531\u8f38\u5165\u7e2e\u5beb\u8a5e\u7684\u62fc\u97f3\uff0c\u5728\u8868\u4e09\uff1a\u7e2e\u5beb\u8a5e\u62fc\u97f3\u5c0d\u7167\u5b57\u5eab\u641c \u5c0b\u5b57\u6bcd\uff0c\u5feb\u901f\u5f97\u5230\u8a72\u7e2e\u5beb\u7684\u5ba2\u8a9e\u8a5e\uff0c\u7bc0\u7701\u6253\u5b57\u6b21\u6578\u3002\u6b64\u529f\u80fd\u5f15\u7528\u7e2e\u5beb\u8a5e\u5c0d\u7167\u5b57\u5eab\uff0c \u5728\u8cc7\u6599\u8868\u5305\u542b\u4e86\u8a5e\u5f59(val) \u3001\u5b57\u9996\u7e2e\u5beb\u62fc\u97f3(key) \u3001\u62fc\u97f3(pinyin) \u3001\u8a5e\u983b(part) \u53ca\u504f\u597d(pref)\u7b49\u4e94\u500b\u6b04\u4f4d\uff0c\u8f38\u5165\u6cd5\u5c07\u8f38\u5165\u7684\u7e2e\u5beb\u5b57\u6bcd\u5728\u8a5e\u5eab\u5167\u4ee5 key \u6b04\u4f4d\u4f5c\u70ba\u641c \u5c0b\u689d\u4ef6\uff0c\u4e26\u5c07\u641c\u5c0b\u5230\u7684\u7d50\u679c\u6703\u7522\u751f\u5019\u9078\u5b57\u53ca\u5019\u9078\u8a5e\u5f59\uff0c\u63d0\u4f9b\u4f7f\u7528\u8005\u9078\u64c7\u4e26\u8f38\u51fa\u3002 \u8868\u4e09 \u3001\u7e2e\u5beb\u8a5e\u62fc\u97f3\u5c0d\u7167\u5b57\u5eab Val Key Pinyin Part Pref 1 \u503c\u52e4 ck ciid1 kiun3 VA 0 2 \u690d\u5165 cn ciid1 ngib1 VC 0 3 \u690d\u76ae cp ciid1 pi3 Na 0 4 \u690d\u7269 cv ciid1 vud1 Na 0 5 \u690d\u88ab cp ciid1 pi2 Na 0 6 \u690d\u9aee cf ciid1 fad4 Na 0 7 \u690d\u6a39 cs ciid1 su1 VA 0 8 \u6b96\u6c11\u5730 cmt ciid1 min3 ti1 Nc 0 9 \u53f1\u559d ch ciid4 hod4 VC 0 10 \u87ab\u4f0f cf ciid4 fug1 VA 0 11 \u87ab\u5c45 cg ciid4 gi2 VCL 0 12 \u6c89\u601d cs ciim3 sii2 VE 0 13 \u6c89\u91cd cc ciim3 cung1 VH 0 14 \u6c89\u6dea cl ciim3 lun3 VH \u5ba2\u8a9e\u55ae\u5b57\u8207\u8a5e\u5f59\u662f\u8490\u96c6\u5927\u91cf\u7684\u5ba2\u8a9e\u6587\u7ae0\uff0c\u9032\u884c\u65b7\u5b57\u8207\u65b7\u8a5e\u7684\u52d5\u4f5c\uff0c\u5728\u63d0\u4f9b\u5728\u8f38\u5165\u6cd5 \u6846\u67b6(Input Method Framework\uff0cIMF)\u5167\uff0c\u4e26\u505a\u8f38\u51fa\u55ae\u5b57\u8207\u8a5e\u5f59\u7684\u529f\u80fd\uff0c\u5728\u9019\u500b\u6a21\u5f0f\u4e0a \u6211\u5011\u904b\u7528\u4e86\u8cc7\u6599\u63a2\u52d8(Data mining\uff0cDM)\u88e1\u9762\u7684\u805a\u985e\u5206\u6790(Cluster Analysis\uff0c\u4ea6\u7a31\u96c6\u7fa4 \u5206\u6790)[17]\u7684\u89c0\u9ede\uff0c\u5c07\u6bd4\u8f03\u76f8\u4f3c\u7684\u6a23\u672c\u805a\u96c6\u5728\u4e00\u8d77\uff0c\u5f62\u6210\u96c6\u7fa4(cluster)\uff0c\u628a\u300c\u8ddd\u96e2\u300d\u4f5c\u70ba \u5206\u985e\u7684\u4f9d\u64da\uff0c \u300c\u76f8\u5c0d\u8ddd\u96e2\u300d\u6108\u8fd1\u7684\uff0c\u76f8\u4f3c\u5ea6\u5c31\u6108\u9ad8\uff0c\u4ee5\u9054\u5230\u5206\u7fa4\u7684\u76ee\u7684\uff0c\u5982\u8868\u56db\uff1a\u805a\u985e \u5206\u6790\u8868\u6240\u793a\uff0c\u76ee\u7684\u8f38\u5165\u5ba2\u8a9e\u62fc\u97f3\u6642\uff0c\u5c07\u76f8\u5c0d\u61c9\u7684\u5ba2\u8a9e\u5b57\u8a5e\u66f4\u5feb\u986f\u793a\u5728\u5019\u9078\u8a5e\u7a97\u4e2d\uff0c\u4e26\u63d0 \u4f9b\u4f7f\u7528\u8005\u8f38\u51fa\u3002 \u4f9d\u7167\u4f7f\u7528\u8005\u6240\u8f38\u5165\u7684\u7fd2\u6163\u4e0d\u540c\uff0c\u56e0\u800c\u5f71\u97ff\u6253\u5b57\u8f38\u5165\u7684\u6548\u7387\uff0c\u6b64\u529f\u80fd\u7684\u76ee\u7684\u662f\u8b93\u4f7f\u7528 \u8005\u80fd\u4f9d\u7167\u81ea\u5df1\u504f\u597d\uff0c\u66f4\u5feb\u5c07\u5e38\u7528\u7684\u5b57\u4f5c\u8f38\u51fa\uff0c\u4ee5\u63d0\u9ad8\u8f38\u5165\u6cd5\u7684\u6548\u7387\u3002 1. \u504f\u597d\u8f38\u5165\u529f\u80fd \u5728\u7e2e\u5beb\u8a5e\u62fc\u97f3\u5c0d\u7167\u5b57\u5eab\u4e0a\uff0c\u7531\u65bc\u6c92\u6709 cnt \u6b04\u4f4d\uff0c\u70ba\u4e86\u5c07\u4f7f\u7528\u8005\u5e38\u7528\u7684\u8a5e\uff0c\u66f4\u5feb\u8f38\u51fa\uff0c \u56e0\u6b64\u5728\u8cc7\u6599\u5eab\u6b04\u4f4d\u4e0a\u8a2d\u7f6e pref(\u504f\u597d) \uff0c\u7d00\u9304\u4f7f\u7528\u8005\u5e73\u5e38\u8f38\u5165\u7684\u5b57\u8207\u8a5e\u5f59\u7684\u983b\u7387\uff1b\u5728\u7cfb \u7d71\u5167\u7684 pref \u4e00\u958b\u59cb\u7684\u521d\u59cb\u503c\u70ba 0\uff0c\u6bcf\u7576\u8f38\u5165\u4e00\u500b\u5b57\u6216\u8005\u8a5e\u5f59\u6642\uff0c\u5c07\u7d00\u9304\u5728 DataBase \u4e0a \u7684 pref \u6b04\u4f4d\u505a\u52a0 1 \u7684\u52d5\u4f5c\uff0c\u4ee5\u6b64\u985e\u63a8\uff0c\u4e26\u4f9d\u7167 pref \u6392\u5217\u5728\u4f5c\u641c\u5c0b\uff0c\u6392\u5217\u51fa\u4e0b\u4e00\u500b\u53ef\u80fd \u5716\u516d\u3001\u504f\u597d\u8f38\u5165\u529f\u80fd\u5716_\u6b0a\u91cd\u6bd4\u6392\u5e8f \u7528\u8005\u5b78\u7fd2\u76ee\u7684\uff0c\u5c0d\u65bc\u5ba2\u8a9e\u719f\u7df4\u8005\uff0c\u53ef\u4ee5\u7d66\u4e0d\u540c\u8154\u8abf\u7684\u5ba2\u5bb6\u4eba\u5f97\u77e5\u56db\u7e23\u8154\u7684\u767c\u97f3\uff0c\u9054\u5230\u5ba2 \u5206\u6578\u7bc4\u570d \u54c1\u8cea \u5931\u771f\u60c5\u5f62 \u5feb\u8f38\u51fa\u5ba2\u8a9e\u5b57\u8a5e\u53ca\u6587\u53e5\u3002 \u6b64\u6a21\u7d44\u662f\u7531(1)\u55ae\u5143\u9078\u53d6\u6a21\u7d44(2)\u8a9e\u97f3\u5408\u6210\u5668\u5169\u500b\u5b50\u6a21\u7d44\u6240\u5408\u6210\uff0c\u5728\u55ae\u5143\u9078\u53d6\u6a21 \u5728\u597d\u5ba2\u8f38\u5165\u6cd5 APP \u9375\u76e4\u4e0a\u8a2d\u7f6e\u4e00\u500b play \u9375 (\u5982\u5716\u5341\uff1a\u5ba2\u8a9e\u8a9e\u97f3\u7cfb\u7d71\u6d41\u7a0b\u5716\u6240 \u5bb6\u4eba\u4e4b\u9593\u4e92\u76f8\u6e9d\u901a\u7684\u74b0\u5883\u3002 \u975e\u5e38\u4e0d\u6e05\u6670 \u53e5\u5b50\u6709\u5f88\u591a\u5b57\u5ff5\u932f\uff0c\u807d\u8d77\u4f86\u5f88\u7169\u8e81\u3002 1~1.5 \u975e\u5e38\u4e0d\u6d41\u66a2 \u807d\u8d77\u4f86\u975e\u5e38\u4e0d\u8212\u670d\uff0c\u6d41\u66a2\u4e0d\u81ea\u7136\u3002 \u5728\u5ba2\u8a9e\u81ea\u7136\u8a9e\u97f3\u8f38\u51fa\u529f\u80fd\uff0c\u5728\u6709\u6548\u5e6b\u52a9\u5b78\u7fd2\u5ba2\u8a9e\u56db\u7e23\u8154\u7684\u6b63\u78ba\u767c\u97f3\u6642\uff0c\u4e26\u91dd\u5c0d\u5ba2\u5bb6 \u7d44\u5167\u6709\u5169\u500b\u5ba2\u8a9e\u8a9e\u97f3\u8cc7\u6599\u5eab(1)\u5ba2\u8a9e\u55ae\u97f3\u7bc0\u5408\u6210\u97f3(2)\u5ba2\u8a9e\u8a5e\u5f59\u5408\u6210\u97f3\uff0c\u6b64\u8a9e\u97f3\u8cc7\u6599 \u5eab\u5247\u59d4\u8a17\u719f\u6089\u5ba2\u8a9e\u56db\u7e23\u8154\u7684\u9673\u5a77\u82b3\u8001\u5e2b(\u53f0\u4e2d\u5e02\u5317\u5c6f\u5340\u9673\u5e73\u570b\u5c0f\u8001\u5e2b) \uff0c\u9304\u88fd\u6b64\u5408\u6210\u97f3 \u6a94\uff0c\u5728\u97f3\u6a94\u7684\u55ae\u97f3\u7bc0\u5171\u6709 2454 \u500b\u97f3\u6a94\uff0c\u800c\u5ba2\u8a9e\u8a5e\u5f59\u97f3\u6a94\u5247\u662f 3392 \u500b\u97f3\u6a94\uff0c\u8a5e\u5f59\u97f3\u6a94\u4e4b \u9304\u88fd\u7bc4\u672c\u63a1\u7528\u300c\u5ba2\u8a9e\u80fd\u529b\u8a8d\u8b49\u57fa\u672c\u8a5e\u5f59\u300d[15]\uff0c\u97f3\u6a94\u683c\u5f0f\u7686\u5c6c\uff1a44.1kHZ\u300116bits\uff0c\u5132\u5b58 \u70ba Windows PCM \u683c\u5f0f(wav \u6a94) \u3002 \u9996\u5148\u55ae\u5143\u9078\u53d6\u6a21\u7d44\u63a5\u6536\u97fb\u5f8b\u5206\u6790\u7684\u7d50\u679c\uff0c\u5f9e\u5ba2\u8a9e\u8a5e\u5408\u6210\u97f3\u53ca\u55ae\u97f3\u7bc0\u5408\u6210\u97f3\u7684\u97f3\u6a94\u8cc7 (\u4e00) \u5ba2\u8a9e\u8a9e\u97f3\u6bd4\u8f03\u8207\u5206\u6790\u8a0e\u8ad6 \u4f7f\u7528\u8005\u4f9d\u7167\u597d\u5ba2\u8f38\u5165\u6cd5\u6240\u8f38\u5165\u7684\u5ba2\u8a9e\u5b57\u8a5e\u6216\u6587\u53e5\uff0c\u50b3\u9001\u81f3 HTTS \u5167\u5408\u6210\uff0c\u85c9\u7531\u97fb\u5f8b \u5206\u6790\u6a21\u7d44\u5c07\u5ba2\u8a9e\u5b57\u8a5e\u6216\u6587\u53e5\u505a\u6587\u53e5\u5256\u6790\uff0c\u4e26\u5c07\u5256\u6790\u7d50\u679c\u9001\u81f3\u97fb\u5f8b\u968e\u5c64\u5167\u8f38\u51fa\u7d50\u679c\uff0c\u5176\u76ee \u7684\u8b93\u8a9e\u97f3\u5408\u6210\u6a21\u7d44\u53d6\u5f97\u97fb\u5f8b\u968e\u5c64\u7684\u7d50\u679c\uff0c\u6240\u5408\u6210\u97f3\u6a94\u8f38\u51fa\u8072\u97f3\u66f4\u6709\u6d41\u66a2\u5ea6(Fluency)\uff1b 1.6~2.5 \u4e0d\u6e05\u6670 \u53e5\u5b50\u6709\u5f88\u591a\u5b57\u5ff5\u932f\uff0c\u807d\u8d77\u4f86\u5f88\u7169\u8e81\u3002 \u4e0d\u6d41\u66a2 \u6d41\u66a2\u4e0d\u81ea\u7136\uff0c\u4f46\u9084\u4e0d\u81f3\u65bc\u4e0d\u8212\u670d\u3002 2.6~3.5 \u666e\u901a \u53e5\u5b50\u6709\u4e9b\u5ff5\u932f\uff0c\u6d41\u66a2\u6709\u9ede\u4e0d\u81ea\u7136\uff0c\u8a9e\u97f3\u611f\u89ba\u5931\u771f\uff0c\u800c\u4e14 \u6709\u9ede\u7169\u8e81\u3002 3.6~4.5 \u6e05\u6670 \u53e5\u5b50\u5ff5\u5c0d\uff0c\u8a9e\u97f3\u6709\u9ede\u5931\u771f\u3002 \u6d41\u66a2 \u6d41\u66a2\u81ea\u7136\uff0c\u4f46\u4e0d\u89ba\u5f97\u4e0d\u9806\u3002 \u4eba\u53ca\u975e\u5ba2\u5bb6\u4eba\u9032\u884c\u5ba2\u8a9e\u807d\u6e2c\u5be6\u9a57\uff0c\u6e2c\u91cf\u5408\u6210\u97f3\u6a94\u7684\u6e05\u6670\u5ea6\u8207\u6d41\u66a2\u5ea6\uff0c\u5e73\u5747\u5206\u6578\u7686\u5728 4.20 \u53ca 4.11\uff0c\u843d\u9ede\u5728\u65bc\u6e05\u6670\u8207\u6d41\u66a2\uff0c\u7d50\u679c\u5206\u6790\u51fa\u5408\u6210 7 \u500b\u5b57\u8a5e\u751a\u81f3\u8d8a\u591a\uff0c\u97f3\u6a94\u672c\u8cea\u4e0d\u6703\u4e0d\u6e05 \u6670\uff0c\u53cd\u800c\u54ac\u5b57\u5f88\u6e05\u695a\uff0c\u7f3a\u9ede\u5728\u65bc\u6d41\u66a2\u5ea6\u9760\u8fd1\u666e\u901a\u81f3\u6d41\u66a2\u7684\u968e\u6bb5\uff0c\u85c9\u6b64\u7d50\u679c\u9a57\u8b49\u8a9e\u97f3\u5408\u6210 \u529f\u80fd\uff0c\u53ef\u4ee5\u5e6b\u52a9\u521d\u5b78\u8005\u5b78\u7fd2\u5ba2\u8a9e\u56db\u7e23\u8154\u6b63\u78ba\u767c\u97f3\uff0c\u6709\u52a9\u65bc\u5176\u4ed6\u5ba2\u8a9e\u8154\u8abf\u5b78\u7fd2\u3002 \u793a) \u6b64\u6642\u7121\u9700\u518d\u5408\u6210\u4e00\u6b21\uff0c\u76f4\u63a5\u53d6 buffer \u5167 URL \u505a\u64ad\u653e\uff0c\u5ba2\u8a9e\u81ea\u7136\u8a9e\u97f3\u8f38\u51fa\u7cfb\u7d71\u6d41\u7a0b\u5716\u5982 \u5716\u5341\u6240\u793a\u3002 \u56e0\u6b64\u5c07\u5ba2\u8a9e\u5408\u6210\u97f3\u6a94\u63d0\u4f9b\u4e0d\u540c\u8154\u8abf\u7684\u5ba2\u5bb6\u4eba 18 \u4eba\u8207\u975e\u5ba2\u5bb6\u4eba 10 \u4eba\uff0c\u7e3d\u5171 28 \u4eba\uff0c\u5982\u5716 \u5341\u4e00\u5ba2\u8a9e\u807d\u6e2c\u8005\u80cc\u666f\u6bd4\u4f8b\u6240\u793a\uff0c\u5be6\u969b\u505a\u5ba2\u8a9e\u97f3\u6a94\u7684\u807d\u6e2c\uff0c\u904e\u7a0b\u4e2d\u6211\u5011\u91dd\u5c0d\u5ba2\u5bb6\u4eba\u8207\u975e\u5ba2 \u975e\u5e38\u6e05\u6670 \u53e5\u5b50\u5ff5\u5c0d\uff0c\u8a9e\u97f3\u7121\u5931\u771f\u3002 \u5c0d\u65bc\u672c\u8ad6\u6587\u6240\u63a2\u8a0e\u7684\u4e3b\u984c\u800c\u8a00\uff0c\u4ecd\u6709\u4e0d\u5c11\u6539\u5584\u7684\u7a7a\u9593\uff0c\u4f8b\u5982\uff1a\u624b\u6a5f\u5e73\u53f0\u4e0a\u7121\u6cd5\u56de\u6714 4.5~5 \u975e\u5e38\u6d41\u66a2 \u6d41\u66a2\u81ea\u7136\u3002 \u5716\u5341\u4e09 \u3001\u5ba2\u8a9e\u8a9e\u97f3\u6d41\u66a2\u5ea6\u7d50\u679c \u5716\u5341\u56db \u3001\u8f38\u5165\u6cd5\u64cd\u4f5c\u6eff\u610f\u5ea6\u7d71\u8a08\u5716 \u300c\u6240\u9078\u53d6\u7684\u9078\u5b57\u300d\u5c0e\u81f4\u4f7f\u7528\u8005\u6240\u8f38\u5165\u7684\u6587\u5177\u5206\u6790\u7121\u6cd5\u9081\u884c\u6587\u5177\u8655\u7406\uff0c\u5ba2\u8a9e\u7279\u6b8a\u5b57\u7121\u6cd5\u6709 \u8868\u56db \u3001\u805a\u985e\u5206\u6790\u8868 Input b bi bia bian biang biang1 Output ba1 bi1 biag1 bian1 biang1 biang1 ba2 bi2 biag2 bian2 biang2 . . biang3 . bai1 bien1 ...... ...... biang4 . bai2 bien2 ...... biang1 . . bai3 ...... bian1 biang2 . . \u6b63\u5982\u4e0a\u8ff0\u6240\u8a00\uff0c\u5728\u6b64\u8981\u8f38\u51fa biang1 \u4e5f\u5c31\u662f \u300c\u62da\u300d \u7684\u5ba2\u8a9e\u55ae\u5b57\uff0c\u7576\u5728\u9375\u76e4\u4e0a\u8f38\u5165 b \u6642\uff0c \u5c07\u6703\u641c\u5c0b\u5ba2\u8a9e\u55ae\u5b57\u62fc\u97f3\u5c0d\u7167\u5b57\u5eab\u3001\u5ba2\u8a9e\u7e2e\u5beb\u8a5e\u5c0d\u7167\u8a5e\u5eab\u5167\u6240\u6709\u70ba b \u7684\u5ba2\u8a9e\u5b57\u6216\u8a5e\u5f59\uff0c\u5728 \u5716\u4e09 \u3001\u805a\u985e\u5206\u6790\u8aaa\u660e\u5716 (\u4e8c) \u524d\u5f8c\u8a5e\u9810\u6e2c\u8f38\u51fa \u4e94\u500b\u6b04\u4f4d\uff1b\u5229\u7528\u65b7\u8a5e\u5b8c\u6210\u7684\u7d50\u679c\u6b78\u985e\u5728 DataBase \u5167\u3002\u4f8b\u5982\uff1a\u8981\u8f38\u51fa\u4e00\u53e5\u5ba2\u8a9e\u53e5\u5b50\u300c\u6709 \u4e5d\u964d\u98a8\u4f86\u5439\u71e5\u3002\u300d \uff0c\u7576\u8f38\u51fa\u300c\u6709\u300d \uff0c\u5728\u5019\u9078\u8a5e\u7a97\u5167\u6703\u51fa\u73fe\u6240\u6709\u300c\u6709\u300d\u5f8c\u53ef\u80fd\u51fa\u73fe\u7684\u5ba2\u8a9e\u5b57 \u6216\u8a5e\u5f59\u300c\u79ae\u8c8c\u300d\u3001\u300c \u5341\u300d\u6216\u300c\u4e5d\u964d\u98a8\u300d\u2026\u2026\u7b49\uff0c\u5982\u5716\u56db\uff1a\u524d\u5f8c\u8a5e\u9810\u6e2c\u8f38\u51fa\u5716\u6240\u8aaa\u660e\uff0c\u4f9b\u4f7f \u7528\u8005\u9078\u53d6\uff0c\u9078\u53d6\u300c\u4e5d\u964d\u98a8\u300d\u6642\uff0c\u5f8c\u9762\u6703\u63a5\u8457\u300c\u4e5d\u964d\u98a8\u300d\u5f8c\u9762\u53ef\u80fd\u51fa\u73fe\u7684\u8a5e\u5f59\u6216\u5b57\uff0c\u5e6b\u52a9 \u7fd2\u6163\u8f38\u51fa\u7684\u5ba2\u8a9e\u55ae\u5b57\u6216\u8a5e\u5f59\uff0c\u4e26\u63d0\u4f9b\u5728\u5019\u9078\u8a5e\u7a97\u4e2d\u7684\u524d\u9762\u4f9b\u4f7f\u7528\u8005\u9078\u53d6\u505a\u8f38\u51fa\uff0c\u5982\u4e0b\u5716 \u4e94\uff1aPref \u6392\u5e8f\u6240\u793a\u3002 3. \u6bd4\u8f03\u8207\u8a0e\u8ad6\u5206\u6790 \u5728\u672c\u7ae0\u7bc0\u5c07\u63d0\u51fa\u7684\u504f\u597d\u8f38\u5165\u8207\u6b0a\u91cd\u6bd4\u504f\u597d\u8f38\u5165\u505a\u8a73\u7d30\u6bd4\u8f03\u8207\u8a0e\u8ad6\uff0c\u5728\u504f\u597d\u8f38\u5165\u90e8\u5206 \u63a1\u7528\u6bcf\u8f38\u5165\u4e00\u6b21\uff0c\u5728 pref \u521d\u59cb\u503c\u70ba\u96f6\u72c0\u6cc1\u76f4\u63a5\u52a0\u4e00\uff0c\u610f\u6307\u539f\u5728\u5019\u9078\u8a5e\u6700\u5f8c\u4e00\u9801\u7684\u6700\u5f8c\u4e00 \u500b\u8a5e\uff0c\u8f38\u51fa\u5f8c\u5247\u76f4\u63a5\u8df3\u5230\u5019\u9078\u8a5e\u7b2c\u4e00\u9801\u7b2c\u4e00\u500b\uff1b\u76f8\u8f03\u65bc\u6b0a\u91cd\u6bd4\u504f\u597d\u8f38\u5165\uff0c\u4f9d\u7167 cnt * 1: pref * 10 \u6bd4\u4f8b\u76f8\u52a0\u5f8c\u505a\u6392\u5e8f\uff0c\u6703\u4f9d\u7167 cnt \u662f\u5426\u70ba\u96f6\uff0c\u5019\u9078\u8a5e\u7684\u6392\u5e8f\u5247\u4e0d\u6703\u5f9e\u6700\u5f8c\u4e00\u9801\u7684 \u6700\u5f8c\u4e00\u500b\uff0c\u76f4\u63a5\u8df3\u5230\u7b2c\u4e00\u9801\u7b2c\u4e00\u500b\uff0c\u800c\u662f\u53ef\u80fd\u5148\u5728\u7b2c\u4e94\u9801\u7684\u7b2c\u56db\u500b\u518d\u4f86\u7b2c\u4e09\u9801\u7684\u7b2c\u4e8c\u500b\uff0c \u6162\u6162\u5f80\u524d\u6392\u5e8f\uff0c\u56e0\u6b64\u5f97\u51fa\u7684\u7d50\u8ad6\u662f\u6b0a\u91cd\u6bd4\u504f\u597d\u8f38\u5165\u6709\u81ea\u52d5\u5b78\u7fd2\u7684\u529f\u80fd\u8f38\u51fa\u7684\u6548\u679c\u70ba\u6700 \u597d\uff0c\u53cd\u4e4b\u504f\u597d\u8f38\u5165\u5982\u679c\u8981\u8f38\u5165\u66fe\u672a\u8f38\u5165\u904e\u7684\u8a5e\u8981\u6162\u6162\u627e\uff0c\u751a\u81f3\u53ef\u80fd\u627e\u5230\u6700\u5f8c\u4e00\u500b\u3002 (\u56db) \u5ba2\u8a9e\u81ea\u7136\u8a9e\u97f3\u8f38\u51fa \u5716\u4e03\u3001HTTS \u7cfb\u7d71\u67b6\u69cb\u5716 2. \u97fb\u5f8b\u5206\u6790\u6a21\u7d44 \u5728\u97fb\u5f8b\u5206\u6790\u6a21\u7d44\u4e2d\u5206\u70ba\u6587\u53e5\u5256\u6790\u5668\u8207\u97fb\u5f8b\u968e\u5c64\u9810\u6e2c\u6a21\u7d44\uff0c\u6587\u53e5\u5256\u6790\u8ca0\u8cac\u5c07\u5ba2\u8a9e\u65b7\u8a5e \u53ca\u6a19\u8a18\u8a5e\u6027\u5f8c\u7684\u5ba2\u8a9e\u53e5\u5b50\u505a\u6587\u6cd5\u7684\u5256\u6790\uff0c\u97fb\u5f8b\u968e\u5c64\u6a21\u7d44\u518d\u6839\u64da\u6587\u6cd5\u7684\u5256\u6790\u7d50\u679c\uff0c\u627e\u51fa\u53e5 \u5b50\u4e2d\u7684\u97fb\u5f8b\u968e\u5c64\uff0c\u5728\u6839\u64da\u97fb\u5f8b\u968e\u5c64\u7d66\u4e88\u9069\u7576\u7684\u505c\u9813\u8a0a\u606f\uff0c\u56e0\u6b64\u97fb\u5f8b\u5206\u6790\u6a21\u7d44\u76ee\u7684\u662f\u5ba2\u8a9e \u5b57\u8a5e\u6216\u53e5\u5b50\uff0c\u85c9\u7531\u8a9e\u97f3\u5408\u6210\u6a21\u7d44\u5408\u6210\u5f8c\u807d\u8d77\u4f86\u5f88\u6d41\u66a2\uff0c\u5982\u5716\u516b\uff1a\u97fb\u5f8b\u5206\u6790\u6a21\u7d44\u67b6\u69cb\u5716\u3002 \u6599\u5eab\u4e2d\uff0c\u627e\u5c0b\u9069\u5408\u7684\u8a5e\u5f59\u5408\u6210\u97f3\u53ca\u55ae\u97f3\uff1b\u5728\u85c9\u7531\u8a9e\u97f3\u5408\u6210\u5668\u5c07\u9078\u51fa\u4f86\u7684\u8a9e\u97f3\u6a94\u4f5c\u5e8f\u5217\u4e32 \u63a5\u5408\u6210\uff0c\u5982\u5716\u4e5d\uff1a\u8a9e\u97f3\u5408\u6210\u6a21\u7d44\u67b6\u69cb\u5716\u6240\u793a\u3002 \u5bb6\u4eba\u53e3\u505a\u5206\u6790\uff0c\u4e26\u53d6\u5f97\u807d\u6e2c\u6e05\u6670\u5ea6(Intelligibility)\u8207\u6d41\u66a2\u5ea6\u7d50\u679c\uff0c\u85c9\u6b64\u5169\u8005\u53ef\u5f97\u77e5\u662f\u5426 \u6709\u6548\u5e6b\u52a9\u5b78\u7fd2\u5ba2\u8a9e\u767c\u97f3\u3002 \u5982\u4e0b\u8868\u516d\uff1a\u5e73\u807d\u6e2c\u5206\u6578\u5e73\u5747\u986f\u793a\uff0c\u91dd\u5c0d\u5ba2\u5bb6\u4eba\u3001\u975e\u5ba2\u5bb6\u4eba\u53ca\u5168\u90e8\u807d\u6e2c\u8005\u5206\u958b\u8abf\u67e5\uff0c \u4e26\u7d66\u4e88\u5408\u6210\u97f3\u6a94\u5206\u6578\u52a0\u7e3d\u5f8c\u7684\u5e73\u5747\u3002 \u8868\u516d \u3001\u807d\u6e2c\u5206\u6578\u5e73\u5747\u8868 \u5ba2\u5bb6\u4eba \u975e\u5ba2\u5bb6\u4eba \u5168\u90e8\u807d\u6e2c\u8005 \u6e05\u6670\u5ea6 4.38 3.88 4.20 \u6d41\u66a2\u5ea6 4.23 3.88 4.11 \u7576\u8f38\u5165\u8d8a\u591a\u5ba2\u8a9e\u5b57\u9001\u81f3\u5ba2\u8a9e\u8a9e\u97f3\u5408\u6210\u8655\u7406\u6642\uff0c\u6240\u5408\u51fa\u7684\u97f3\u8cea\u4e0d\u6703\u56e0\u70ba\u5b57\u8d8a\u591a\uff0c\u800c\u54ac \u5b57\u4e0d\u6e05\u6670\uff0c\u7f3a\u9ede\u5728\u65bc\u6d41\u66a2\u5ea6\u9760\u8fd1\u6d41\u66a2(4 \u5206)\u7684\u968e\u6bb5\uff0c\u53e5\u5b50\u5ff5\u5c0d\uff0c\u6d41\u66a2\u81ea\u7136\uff0c\u8a9e\u97f3\u6709\u9ede \u5931\u771f\uff0c\u4f46\u4e0d\u89ba\u5f97\u4e0d\u9806\uff0c\u7531\u6b64\u968e\u6bb5\u6e2c\u9a57\u53ef\u8b49\u660e\u672c\u8ad6\u6587\u63d0\u51fa\u7684\u5ba2\u8a9e\u8a9e\u97f3\u8f38\u51fa\u662f\u53ef\u7528\u65bc\u5e6b\u52a9\u5ba2 \u6548\u5728\u624b\u6a5f\u5167\u5448\u73fe\u5b57\u578b\uff0c\u5ba2\u8a9e\u521d\u5b78\u8005\u4e0d\u61c2\u62fc\u97f3\u7b49\u3002\u56e0\u6b64\uff0c\u5728\u672a\u4f86\u53ef\u9032\u884c\u7684\u5de5\u4f5c\u53ca\u7814\u7a76\u65b9\u5411 (\u4e8c) \u8f38\u5165\u6cd5\u64cd\u4f5c\u6eff\u610f\u5ea6\u5206\u6790\u8a0e\u8ad6 \u7531\u4e0a\u5716\u5341\u56db\uff1a\u64cd\u4f5c\u6eff\u610f\u5ea6\u53ef\u5f97\u77e5\uff0c\u53d7\u6e2c\u8005\u5728\u79d1\u6280\u84ec\u52c3\u767c\u5c55\u6642\u4ee3\u88e1\uff0c\u5c0d\u65bc\u672c\u8f2a\u6587\u7814\u767c \u53ef\u5305\u542b\u4e0b\u5217\u9805\u76ee\uff1a \u53d7\u6e2c\u8005\u4e3b\u8981\u4ee5\u61c2\u5f97\u5ba2\u8a9e\u62fc\u97f3\u70ba\u4e3b\uff0c\u4e26\u63d0\u4f9b\u65bc\u4f7f\u7528\u5ba2\u8a9e\u5e74\u9650\u5df2\u8d85\u904e\u4e94\u5e74\uff0c\u4e26\u64c1\u6709\u5ba2\u8a9e \u5ba2\u8a9e\u62fc\u97f3\u8f38\u5165\u6cd5\u7684\u64cd\u4f5c\u6eff\u610f\u5ea6\uff1a5 \u5206(\u64cd\u4f5c\u975e\u5e38\u5bb9\u6613)\u4eba\u6578 4 \u4eba\u30014 \u5206(\u64cd\u4f5c\u5bb9\u6613)\u5247 (1) \u932f\u8aa4\u63d0\u793a\u529f\u80fd\uff1a\u85c9\u7531\u7cfb\u7d71\u5efa\u8b70\u9078\u5b57\uff0c\u8b93\u4f7f\u7528\u8005\u7121\u9808\u518d\u6253\u4e00\u6b21\uff0c\u53ef\u81ea\u52d5\u66f4\u6539\u6210\u60f3\u8981\u8f38 \u521d\u3001\u4e2d\u6216\u4e2d\u9ad8\u7d1a\u5176\u4e4b\u4e00\u8a8d\u8b49\u8005\uff1a\u5ba2\u5bb6\u59d4\u54e1\u6703\u4eba\u54e1\u542b\u5ba2\u8a9e\u85aa\u50b3\u5e2b\uff1a\u937e\u60e0\u5bb9\u3001\u5f35\u65ed\u82f1\u3001\u6797\u932b \u6709 2 \u4eba\u53ca 3 \u5206(\u64cd\u4f5c\u666e\u901a)\u5247\u6709 3 \u4eba\u3002\u4e26\u8868\u793a\u53d7\u6e2c\u8005\u7d66\u8a9e\u8f38\u5165\u6cd5\u8a55\u50f9\u8207\u5efa\u8b70\uff1a \u51fa\u5ba2\u8a9e\u5b57\u8a5e\u3002 \u971e\u7b49 6 \u4eba\u3001\u570b\u7acb\u806f\u5408\u5927\u5b78\u5ba2\u5bb6\u7814\u7a76\u5b78\u9662\u7684\u6587\u89c0\u7cfb\u5b78\u751f\u9673\u6bd3\u6cf0\u7b49 3 \u4eba\uff0c\u5408\u8a08 9 \u4eba\uff0c\u4f7f\u7528\u8154 1. 5 \u5206\uff1a\u5728\u65bc\u53ef\u4ee5\u4f7f\u7528\u6bcd\u8a9e\u5728\u624b\u6a5f\u5e73\u53f0\u4e0a\u4f5c\u70ba\u6e9d\u901a\u6a4b\u6a11\uff0c\u4e14\u7cfb\u7d71\u64cd\u4f5c\u5bb9\u6613\u4e0a\u624b\u3002 (2) \u4e2d\u6587\u8f14\u52a9\u5ba2\u8a9e\u8f38\u51fa\uff1a\u8f38\u5165\u6cd5\u85c9\u7531\u8f38\u5165\u6f22\u5b57\u4f86\u8f14\u52a9\u5ba2\u8a9e\u8f38\u51fa\uff0c\u4e26\u85c9\u6b64\u7cfb\u7d71\u5e6b\u52a9\u4e0d\u6703\u62fc \u8abf\u4ee5\u56db\u7e23\u8154\u70ba\u4f7f\u7528\u5e74\u9650\u8f03\u9577(20 \u5e74\u4ee5\u4e0a) \u3002 2. 4 \u5206\uff1a\u5ba2\u8a9e\u7279\u6b8a\u5b57\u9ad4\u7121\u6cd5\u6b63\u78ba\u5448\u73fe\u70ba\u6574\u9ad4\u7684\u7f8e\u4e2d\u4e0d\u8db3\u3002 \u97f3\u5ba2\u5bb6\u4eba\u53ca\u5ba2\u8a9e\u521d\u5b78\u8005\u4f7f\u7528\u3002 \u9996\u5148\u53d7\u6e2c\u8005\u5229\u7528\u672c\u8ad6\u6587\u7814\u767c\u5ba2\u8a9e\u62fc\u97f3\u8f38\u5165\u6cd5\uff0c\u8f38\u5165\u4e94\u53e5\u5ba2\u8a9e\u53e5\u5b50\u6216\u53d7\u6e2c\u8005\u60f3\u8868\u9054\u5ba2 3. 3 \u5206\uff1a\u53d7\u6e2c\u8005\u4ee5\u50b3\u627f\u8207\u6559\u5b78\u7acb\u5834\u8868\u793a\uff0c\u5c0d\u65bc\u4e0d\u61c2\u62fc\u97f3\u7684\u5ba2\u5bb6\u4eba\u53ca\u5ba2\u8a9e\u521d\u5b78\u8005\uff0c (3) \u5ba2\u8a9e\u7279\u6b8a\u5b57\u578b\u5448\u73fe\uff1a\u70ba\u4e86\u6709\u6548\u5448\u73fe\u7279\u6b8a\u5b57\u4f5c\u70ba\u6e9d\u901a\u6a4b\u6a11\uff0c\u56e0\u6b64\u5411\u5ba2\u59d4\u6703\u7d22\u53d6\u5ba2\u8a9e\u9020 \u8a9e\u53e5\u8a5e\uff0c\u4e26\u4f9d\u64cd\u4f5c\u6eff\u610f\u5ea6\u7d66\u4e88\u5206\u6578 1~5 \u5206\uff0c\u6eff\u610f\u5ea6\u6a19\u6e96\u5982\u8868\u4e03\uff1a\u6eff\u610f\u5ea6\u5ea6\u91cf\u8868\u3002 \u5efa\u8b70\u8f38\u5165\u6cd5\u4f7f\u7528\u8f38\u5165\u6f22\u5b57\u62fc\u97f3\u4e26\u8f38\u51fa\u5ba2\u8a9e\u5b57\u8868\u793a\uff0c\u4f8b\u5982\uff1a\u8f38\u5165\u300c\u4eca\u5929\u300d \uff0c\u7cfb\u7d71 \u5b57\u7de8\u78bc\u7814\u7a76\u9020\u5b57\u6a94\uff0c\u4e26\u8207\u5404\u5927\u667a\u6167\u578b\u624b\u6a5f\u5ee0\u724c\u7d50\u5408\uff0c\u5e0c\u671b\u6709\u671d\u4e00\u65e5\u80fd\u5920\u5728\u624b\u6a5f\u4e0a\u5448 \u8868\u4e03\u3001\u6eff\u610f\u5ea6\u5e73\u5747\u4e3b\u89c0\u5206\u6578\u7684\u5ea6\u91cf\u8868 \u6eff\u610f\u5ea6\u5206\u6578 \u64cd\u4f5c\u6eff\u610f\u5ea6 \u63d0\u793a\u8f38\u51fa\u76f8\u5c0d\u61c9\u5ba2\u8a9e\u5b57\u8a5e\u300c\u4eca\u6661\u65e5\u300d \u3002 \u73fe\u5ba2\u8a9e\u7684\u7279\u6b8a\u5b57\u578b\u3002 \u64cd\u4f5c\u60c5\u6cc1 0 15 \u6c89\u75db ct ciim3 tung1 VH 0 \u5019\u9078\u8a5e\u5167\u63d0\u4f9b\u9078\u53d6\uff0c\u7576\u7d44\u5b57\u7a97\u5167\u591a\u52a0\u4e00\u500b i \u6642\uff0c\u6b64\u6642\u5728\u55ae\u5b57\u8207\u7e2e\u5beb\u5c0d\u7167\u5b57\u5eab\u5167\u7684\u641c\u5c0b\u7bc4 \u570d\u6703\u7e2e\u5c0f\uff0c\u4e26\u5217\u51fa bi \u76f8\u95dc\u7684\u55ae\u5b57\u6216\u8fad\u5f59\uff0c\u5728\u5019\u9078\u8a5e\u5167\uff0c\u4e5f\u5c31\u662f\u6bcf\u7576\u591a\u8f38\u5165\u4e00\u500b\u76f8\u95dc\u7684 \u4f7f\u7528\u8005\u6e1b\u5c11\u6253\u5b57\u6b21\u6578\uff1b\u4e26\u4e14\u5728\u8f38\u5165\u5b57\u8a5e\u6642\uff0c\u6703\u4f9d\u7167 prev \u7684\u6b04\u4f4d\u505a\u641c\u5c0b\uff0c\u4e26\u9810\u6e2c\u51fa\u4e0b\u4e00 \u500b\u8a5e\u51fa\u73fe\u7684\u6700\u9ad8\u6a5f\u7387\u505a\u6392\u5e8f\u63d0\u4f9b\u4f7f\u7528\u8005\u8f38\u51fa\uff0c\u4e26\u8a13\u7df4\u51fa bi-gram\u3002 \u5716\u4e94\u3001\u504f\u597d\u8f38\u5165\u529f\u80fd\u5716_Pref \u6392\u5e8f 2. \u6b0a\u91cd\u6bd4\u504f\u597d\u8f38\u5165 \u8f38\u5165\u6cd5\u63d0\u4f9b\u5ba2\u8a9e\u81ea\u7136\u8a9e\u97f3\u8f38\u51fa\u529f\u80fd\uff0c\u76ee\u7684\u8b93\u5ba2\u8a9e\u521d\u5b78\u8005\u53ca\u975e\u5ba2\u5bb6\u4eba\u5728\u8f38\u5165\u6cd5\u8f38\u51fa\u5ba2 \u8a9e\u5b57\u8a5e\uff0c\u80fd\u807d\u5230\u6b63\u78ba\u7684\u5ba2\u8a9e\u62fc\u97f3\u5ff5\u521d\uff0c\u9054\u5230\u5b78\u7fd2\u76ee\u7684\u3002\u6b64\u7ae0\u7bc0\u8aaa\u660e\u85c9\u7531\u6a21\u7d44\u4e4b\u9593\u7684\u95dc\u4fc2 \u8a9e\u767c\u97f3\u5b78\u7fd2\uff0c\u7531\u5716\u5341\u4e8c\u5ba2\u8a9e\u8a9e\u97f3\u6e05\u6670\u5ea6\u8207\u5716\u5341\u4e09\u5ba2\u8a9e\u8a9e\u97f3\u6d41\u66a2\u5ea6\u8aaa\u660e\u8207\u986f\u793a\u3002 1 \u5206 \u64cd\u4f5c\u975e\u5e38\u4e0d\u6613 \u8f38\u5165\u6642\u9593\u82b1\u8cbb 2.5 \u5206\u9418\u4ee5\u4e0a\uff0c\u8f38\u5165\u975e\u5e38\u6162\u3002 \u56e0\u6b64\u70ba\u4e86\u89e3\u6c7a\u7279\u6b8a\u5b57\u5448\u73fe\u53ca\u4e0d\u61c2\u62fc\u97f3\u7684\u5ba2\u5bb6\u4eba\u53ca\u5ba2\u8a9e\u521d\u5b78\u8005\uff0c\u672a\u4f86\u7814\u7a76\u5de5\u4f5c\u5be6\u6709\u8cf4 \u85c9\u7531\u7cfb\u7d71\u76ee\u524d\u6240\u63d0\u4f9b\u7684\u529f\u80fd\uff0c\u4e26\u7d50\u5408\u672a\u4f86\u7814\u7a76\u7684\u65b9\u5411\uff0c\u8b93\u5ba2\u8a9e\u8f38\u5165\u6cd5\u5145\u6eff\u5be6\u7528\u6027\uff0c \u5716\u5341\u4e00 \u3001\u5ba2\u8a9e\u807d\u6e2c\u8005\u80cc\u666f\u6bd4\u4f8b \u672c\u8ad6\u6587\u5c07\u4f9d\u5e73\u5747\u4e3b\u89c0\u5206\u6578(Mean Opinion Score\uff0cMOS)\u65b9\u6cd5\u53d6\u64cd\u4f5c\u6eff\u610f\u5ea6\u8abf\u67e5\uff0c 2 \u5206 \u64cd\u4f5c\u4e0d\u6613 \u8f38\u5165\u6642\u9593\u82b1\u8cbb 1.5~2.5 \u5206\u9418\u4e4b\u9593\uff0c\u8f38\u5165\u6162\u3002 3 \u5206 \u64cd\u4f5c\u666e\u901a \u9032\u4e00\u6b65\u7814\u767c\u5ba2\u8a9e\u7279\u6b8a\u5b57\u9ad4\u7de8\u78bc\u53ca\u6f22\u5b57\u8f14\u52a9\u5ba2\u8a9e\u8f38\u51fa\u3002 \u4e26\u6709\u6548\u5e6b\u52a9\u5728\u624b\u6a5f\u5e73\u53f0\u505a\u70ba\u6e9d\u901a\u6a4b\u6a11\uff0c\u4ee5\u53ca\u63d0\u4f9b\u5ba2\u8a9e\u521d\u5b78\u8005\u5728\u5ba2\u8a9e\u7d1a\u5225\u80fd\u529b\u7684\u6aa2\u6e2c\u5b78\u7fd2\uff0c \u8f38\u5165\u6642\u9593 1~1.5 \u5206\u9418\u4e4b\u9593\uff0c\u8f38\u5165\u666e\u901a\u3002 (4) \u5ba2\u8a9e\u81ea\u7136\u8a9e\u97f3\u8f38\u51fa\uff1a\u6b64\u529f\u80fd\u662f APP \u63d0\u4f9b\u4f7f\u7528\u8005\u4f7f\u7528\u5b78\u7fd2\u7684\u529f\u80fd\uff0c\u76ee\u7684\u662f\u8b93\u5ba2\u8a9e\u521d \u5b78\u8005\u80fd\u807d\u5230\u6b63\u78ba\u7684\u5ba2\u8a9e\u62fc\u97f3\u5538\u51fa\uff0c\u9054\u5230\u5b78\u7fd2\u7684\u76ee\u7684\uff0c\u6b64\u529f\u80fd\u5c07\u5728\u7b2c\u4e09\u7ae0(\u56db)\u5c0f\u7bc0 \u5b57\u6bcd\u6642\uff0c\u6240\u4f9d\u7167\u8f38\u5165\u7684\u5b57\u6bcd\u641c\u5c0b\u7684\u76f8\u95dc\u7bc4\u570d\u6703\u9010\u6f38\u7e2e\u5c0f\uff0c\u6b64\u6642\u76f8\u95dc\u7684\u5ba2\u8a9e\u5b57\u5c31\u6703\u9010\u6f38\u51fa \u73fe\uff0c\u4e26\u63d0\u4f9b\u4f7f\u7528\u8005\u8f38\u51fa\uff0c\u5982\u5716\u4e09\uff1a\u805a\u985e\u5206\u6790\u6240\u793a\u3002 \u5728\u55ae\u5b57\u62fc\u97f3\u5c0d\u7167\u5b57\u5eab\u53ca\u524d\u5f8c\u8a5e\u5c0d\u7167\u5b57\u5eab\u5167\uff0c\u7531\u65bc\u6709 cnt \u8ddf pref \u7684\u6b04\u70ba\uff0c\u56e0\u6b64\u6211\u5011\u5c07 \u9019\u5169\u6b04\u4f4d\u4f9d\u7167\u81ea\u5b9a\u6b0a\u91cd\u6bd4\u76f8\u52a0\u5f8c\uff0c\u518d\u4f5c\u6392\u5e8f\uff0c\u9996\u5148\u6211\u5011\u8a2d\u4e00\u500b\u53ef\u653e\u96a8\u6a5f\u8b8a\u6578\u7684\u5b57\u4e32\uff0c\u5c07 \u800c\u5f62\u6210\u8a9e\u97f3\u5408\u6210\u6a21\u7d44\uff0c\u4ee5\u53ca\u8a9e\u97f3\u5408\u6210\u5f8c\u8f38\u51fa\u7684\u6574\u9ad4\u6d41\u7a0b\u3002 1. \u8a9e\u97f3\u8655\u7406\u7cfb\u7d71\u67b6\u69cb\u5716 4 \u5206 \u64cd\u4f5c\u5bb9\u6613 \u8f38\u5165\u6642\u9593 30 \u79d2~1 \u5206\u9418\u4e4b\u9593\uff0c\u8f38\u5165\u5feb\u3002 \u4e94\u3001 \u7d50\u8ad6 \u5e0c\u671b\u6709\u52a9\u65bc\u5ba2\u8a9e\u6587\u5316\u7684\u63a8\u5ee3\u8207\u50b3\u627f\u3002 \u5728\u807d\u6e2c\u904e\u7a0b\u4e2d\uff0c\u6bcf\u4e00\u807d\u6e2c\u5ba2\u8a9e\u97f3\u6a94\u7531\u4e00\u81f3\u4e03\u500b\u5ba2\u8a9e\u5b57\u8a5e\u6240\u5408\u6210\u7684\u6587\u53e5\uff0c\u7531\u807d\u6e2c\u8005\u807d\u5b8c\u4e00 \u97f3\u6a94\uff0c\u7d66\u4e88\u8a55\u5206\u7bc4\u570d\u70ba\u4e94\u5206\u81f3\u4e00\u5206\uff0c\u5167\u5bb9\u5206\u5225\uff1a1 \u5206_\u975e\u5e38\u4e0d\u6e05\u6670\u30012 \u5206_\u4e0d\u6e05\u6670\u30013 \u5206_ 5 \u5206 \u64cd\u4f5c\u975e\u5e38\u5bb9\u6613 \u8f38\u5165\u6642\u9593 30 \u79d2\u4ee5\u5167\uff0c\u8f38\u5165\u6975\u5feb\u3002 \u672c\u8ad6\u6587\u63d0\u51fa\u667a\u6167\u884c\u52d5\u88dd\u7f6e\u4e2d\u7684\u56db\u7e23\u5ba2\u8a9e\u62fc\u97f3\u8f38\u5165-\u597d\u5ba2\u8f38\u5165\u6cd5\uff0c\u76ee\u7684\u662f\u8b93\u719f\u6089\u5ba2\u8a9e \u516d\u3001 \u53c3\u8003\u6587\u737b \u505a\u8aaa\u660e\u3002 \u5728\u6b64\u7bc0\u4e2d\uff0c\u6211\u5011\u6703\u8a73\u7d30\u4ecb\u7d39\u597d\u5ba2\u62fc\u97f3\u8f38\u5165\u6cd5 APP \u5728\u8f38\u5165\u7684\u6a21\u5f0f\u4e2d\uff0c\u5f9e\u7121\u8072\u8abf\u8f38\u51fa \u89c0\u9ede\u4e26\u63d0\u4f9b\u7121\u8072\u8abf\u8f38\u51fa\u6a21\u5f0f\uff0c\u5728\u62fc\u97f3\u7d44\u5b57\u6642\u8d8a\u63a5\u8fd1\uff0c\u76f8\u5c0d\u61c9\u7684\u5ba2\u8a9e\u5b57\u8a5e\u5c31\u8d8a\u5feb\u51fa\u73fe\uff0c\u4e26 \u6a21\u5f0f\u3001\u524d\u5f8c\u8a5e\u9810\u6e2c\u8f38\u51fa\u3001\u4f7f\u7528\u8005\u504f\u597d\u8f38\u5165\u529f\u80fd\u53ca\u5ba2\u8a9e\u81ea\u7136\u8a9e\u97f3\u8f38\u51fa\uff0c\u9032\u884c\u9a57\u8b49\u8aaa\u660e\u8207\u8a0e \u5728\u5c07\u5b57\u4e32\u4f9d\u7167\u6b0a\u91cd\u6bd4\u76f8\u52a0\u6240\u8a08\u7b97\u51fa\u7684\u7d50\u679c\u505a\u6392\u5e8f\uff0c\u4e0b\u5716\u516d\uff1a\u7bc4\u4f8b\u70ba\u7a0b\u5f0f\u5167\u8f38\u5165\u300chag\u300d \u70ba\u300c\u5687\u300d\u8a08\u7b97\u6b0a\u91cd\u6bd4\u76f8\u52a0\u5f8c\u6240\u7522\u751f\u6392\u5e8f\u3002 \u7cfb\u7d71\u67b6\u69cb\u5716\u6240\u793a\uff0c\u662f\u7531\u97fb\u5f8b\u5206\u6790\u6a21\u7d44\u53ca\u8a9e\u97f3\u5408\u6210\u6a21\u7d44\u6240\u7d44\u6210(\u6b64\u6a21\u7d44\u5f15\u7528\u8208\u5927\u8cc7\u8a0a\u79d1\u5b78 \u56db\u3001 \u7d50\u679c\u5206\u6790 \u8207\u5de5\u7a0b\u5b78\u7cfb\u6797\u6615\u7def) \u3002 \u4ee5\u5f80\u805a\u985e\u5206\u6790\u7684\u7d50\u679c\u662f\u7528\u82f1\u6587\u62fc\u97f3\u3001\u90e8\u9996\u62fc\u97f3\u53ca\u6ce8\u97f3\u62fc\u97f3\u7b49\u6240\u7d44\u6210\u7684\u6f22\u5b57\uff0c\u4f7f\u7528\u6b64 \u5716\u4e5d\u3001\u8a9e\u97f3\u5408\u6210\u6a21\u7d44\u67b6\u69cb\u5716 \u5716\u5341\u3001\u5ba2\u8a9e\u81ea\u7136\u8a9e\u97f3\u8f38\u51fa\u7cfb\u7d71\u6d41\u7a0b\u5716 \u5e73\u5747\u4e4b\u9593\u8a2d\u843d\u9ede\u5340\u5225\uff0c\u5167\u5bb9\u5206\u5225\u5982\u4e0b 0\uff1a\u807d\u6e2c\u5ea6\u91cf\u8868\u3002 \u4ee5\u7528\u81ea\u5df1\u7684\u6bcd\u8a9e\u8f38\u51fa\u8868\u9054\u77e5\u5176\u610f\u7fa9\u3002 \u4e09\u3001 \u8f38\u5165\u6cd5\u4e4b\u529f\u80fd\u8a2d\u8a08\u8207\u7d50\u679c\u5206\u6790 cnt \u8207 pref \u9019\u5169\u500b\u6b04\u4f4d\u4f9d\u7167\u81ea\u8a02\u7684\u6b0a\u91cd\u6bd4\u76f8\u52a0(\u6bd4\u4f8b\u70ba 1:10) \uff0c\u4e26\u5c07\u7d50\u679c\u56de\u50b3\u81f3\u5b57\u4e32\u5167\uff0c \u5728\u7cfb\u7d71\u5167\u7684\u5ba2\u8a9e\u8a9e\u97f3\u5408\u6210\u529f\u80fd\u6a21\u7d44(Hakka Text To Speech\uff0c\uff28 TTS) \uff0c\u5982\u5716\u4e03\uff1aHTTS \u666e\u901a\u30014 \u5206_\u6e05\u6670\u53ca 5 \u5206_\u975e\u5e38\u6e05\u6670\uff0c\u5728\u8a08\u7b97\u5e73\u5747\uff1b\u7919\u65bc\u6bcf\u4eba\u7d66\u8a55\u5206\u6a19\u6e96\u4e0d\u4e00\u6a23\uff0c\u5728\u5206\u6790 \u4f7f\u7528\u8005\u53ca\u5ba2\u8a9e\u521d\u5b78\u8005\u4f7f\u7528\uff0c\u5c0d\u65bc\u5ba2\u5bb6\u65cf\u7fa4\u4f86\u8aaa\uff0c\u5ba2\u8a9e\u8f38\u5165\u6cd5\u662f\u4ed6\u5011\u5728\u773e\u591a\u8f38\u5165\u6cd5\u4e2d\uff0c\u53ef [1] \u5ba2\u5bb6\u59d4\u6703\u51fa\u7248\uff0c\u81fa\u95a9\u5730\u5340\u5ba2\u5bb6\u4eba\u53e3\u63a8\u4f30\u53ca\u5ba2\u5bb6\u8a8d\u540c\u59d4\u8a17\u7814\u7a76\u6210\u679c\uff0c2014\u3002</td></tr><tr><td>\u7684(\u4e09)\u5c0f\u7bc0\u8a73\u7d30\u8aaa\u660e\u3002 (1) \u5ba2\u8a9e\u7121\u8072\u8abf\u8f38\u51fa\u6a21\u5f0f\uff1a\u8b93\u4f7f\u7528\u8005\u66f4\u5feb\u8f38\u51fa\u5ba2\u8a9e\u8a5e\u53ca\u5ba2\u8a9e\u6587\u53e5\uff0c\u6b64\u529f\u80fd\u5728\u7b2c\u4e09\u7bc0 (\u4e00) \u8ad6\u5206\u6790\u3002 \u5728\u8cc7\u8a0a\u7684\u6642\u4ee3\u88e1\uff0c\u53f0\u8a9e\u5152[18]\u85c9\u7531\u6bcf\u500b\u4eba\u6bcf\u5929\u90fd\u6703\u4e0a\u7db2\uff0c\u5c07\u53f0\u8a9e\u7684\u5b57\u3001\u8a5e\u53ca\u53e5\u5b50\u767c \u5728\u5019\u9078\u8a5e\u7a97\u63d0\u4f9b\u5ba2\u8a9e\u5b57\u6216\u8a5e\u5f59\u8f38\u51fa\uff1b\u85c9\u7531\u6b64\u6a21\u5f0f\uff0c\u5728\u524d\u5f8c\u8a5e\u9810\u6e2c\u8f38\u51fa\u8a13\u7df4\u8a5e\u8207\u8a5e\u4e4b\u9593 bi-</td></tr><tr><td>\u5982\u8868\u4e8c\uff1a\u524d\u5f8c\u8a5e\u5c0d\u7167\u8a5e\u5eab\u6240\u8aaa\u660e\uff0c\u6709 32453 \u500b\u8a5e\u5f59\u6578\uff0c\u5305\u542b Uniq\u3001Prev\u3001Next\u3001Cnt \u5c0f\u7bc0\u6703\u8a73\u7d30\u8aaa\u660e\u3002 \u5716\u56db \u3001\u524d\u5f8c\u8a5e\u9810\u6e2c\u8f38\u51fa\u5716 \u5716\u516b\u3001\u97fb\u5f8b\u5206\u6790\u6a21\u7d44\u67b6\u69cb\u5716 \u97f3\u6b63\u78ba\u7684\u5538\u51fa\u4f86\uff0c\u4f86\u50b3\u627f\u8207\u63a8\u5ee3\uff0c\u4e26\u5e6b\u52a9\u793e\u6703\u4e0a\u5b78\u7fd2\u53f0\u8a9e\uff0c\u7531\u6b64\u529f\u80fd\uff0c\u8b93\u6211\u5011\u9818\u609f\u85c9\u7531 \u5716\u5341\u4e8c \u3001\u5ba2\u8a9e\u8a9e\u97f3\u6e05\u6670\u5ea6\u7d50\u679c</td></tr></table>", |
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| "type_str": "table", |
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