000 | 02302nam a2200349za04500 | ||
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001 | 17585 | ||
008 | 050703s2011 gw eng d | ||
020 | _a9783642195860 99783642195860 | ||
082 |
_a621.382 _b223 |
||
100 |
_aGruhn, Rainer E. _eauthor. _935898 |
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245 |
_aStatistical Pronunciation Modeling for Non-Native Speech Processing _h[electronic resource] / _cby Rainer E. Gruhn, Wolfgang Minker, Satoshi Nakamura. |
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300 |
_aX, 114 p. _bonline resource. |
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490 | _aSignals and Communication Technology | ||
490 | _x-1860-4862 | ||
505 | _aIntroduction -- Automatic Speech Recognition -- Properties of Non-native Speech -- Pronunciation Variation Modeling in the Literature -- Non-native Speech Database -- Handling Non-native Speech -- Pronunciation HMMs. | ||
520 | _aIn this work, the authors present a fully statistical approach to model non--native speakers' pronunciation. Second-language speakers pronounce words in multiple different ways compared to the native speakers. Those deviations, may it be phoneme substitutions, deletions or insertions, can be modelled automatically with the new method presented here. The methods is based on a discrete hidden Markov model as a word pronunciation model, initialized on a standard pronunciation dictionary. The implementation and functionality of the methodology has been proven and verified with a test set of non-native English in the regarding accent. The book is written for researchers with a professional interest in phonetics and automatic speech and speaker recognition. | ||
650 |
_aEngineering. _996 |
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650 |
_aEngineering. _996 |
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650 |
_935899 _aPHONOLOGY |
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650 |
_935899 _aPHONOLOGY |
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650 |
_934045 _aLANGUAGE TRANSLATION AND LINGUISTICS |
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650 |
_934044 _aTRANSLATORS (COMPUTER PROGRAMS) |
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650 |
_933860 _aSIGNAL, IMAGE AND SPEECH PROCESSING |
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650 |
_933838 _aSTATICS FOR ENGINEERING, PHYSICS, COMPUTERS SCIENCE, CHEMISTRY AND EARTH SCIENCES |
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700 |
_aMinker, Wolfgang. _934009 |
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700 |
_eauthor. _935900 |
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700 |
_aNakamura, Satoshi. _935901 |
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700 |
_eauthor. _935900 |
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710 |
_aSpringerLink (Online service) _9111 |
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856 |
_uhttp://springer.escuelaing.metaproxy.org/book/10.1007/978-3-642-19586-0 _yir a documento _qURL |
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942 |
_2ddc _cCF |
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999 |
_c14210 _d14210 |