Speech Recognition Theory and C++ Implementation
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- Engels
- Hardcover
- 9780471977308
- 26 maart 1999
- 428 pagina's
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Automatic Speech Recognition (ASR) is the enabling technology for hands-free dictation and voice-triggered computer menus. It is becoming increasingly prevalent in environments such as private telephone exchanges and real-time information services.
Automatic Speech Recognition (ASR) is the enabling technology for hands-free dictation and voice-triggered computer menus. It is becoming increasingly prevalent in environments such as private telephone exchanges and real-time information services. Speech Recognition introduces the principles of ASR systems, including the theory and implementation issues behind multi-speaker continuous speech recognition. Focusing on the algorithms employed in commercial and laboratory systems, the treatment enables the reader to devise practical solutions for ASR system problems. It addresses in detail C++ programming techniques used to develop ASR applications, thus offering skills that will prove useful in any large C++ based software project. Possible extensions of the well-established ASR technology are highlighted, based on "Hidden Markov Models" applied to fields such as modelling and prediction of econometric series. Features include:
Automatic Speech Recognition (ASR) is the enabling technology for hands-free dictation and voice-triggered computer menus. It is becoming increasingly prevalent in environments such as private telephone exchanges and real-time information services. Speech Recognition introduces the principles of ASR systems, including the theory and implementation issues behind multi-speaker continuous speech recognition. Focusing on the algorithms employed in commercial and laboratory systems, the treatment enables the reader to devise practical solutions for ASR system problems. It addresses in detail C++ programming techniques used to develop ASR applications, thus offering skills that will prove useful in any large C++ based software project. Possible extensions of the well-established ASR technology are highlighted, based on "Hidden Markov Models" applied to fields such as modelling and prediction of econometric series. Features include:
- Accompanying CD-ROM containing all C++ source code of a complete laboratory multi-speaker continuous-speech ASR system (e.g. Initialisation, Training, Recognition, Evaluation, etc.)
- Detailed theoretical, mathematical and technical explanations of ASR
- A practical account of the functioning of ASR
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Inhoud
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- en
- Bindwijze
- Hardcover
- Oorspronkelijke releasedatum
- 26 maart 1999
- Aantal pagina's
- 428
- Illustraties
- Nee
Betrokkenen
- Hoofdauteur
- Claudio Becchetti
- Tweede Auteur
- Lucio Prina Ricotti
- Co Auteur
- Lucio P. Ricotti
- Hoofduitgeverij
- John Wiley & Sons Inc
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- Product breedte
- 184 mm
- Product hoogte
- 32 mm
- Product lengte
- 254 mm
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- 184 mm
- Verpakking hoogte
- 32 mm
- Verpakking lengte
- 254 mm
- Verpakkingsgewicht
- 862 g
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- EAN
- 9780471977308
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