000 02314nam a22002417a 4500
999 _c1209
_d1209
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008 171106b xxu||||| |||| 00| 0 eng d
020 _a978-81-265-1774-9
028 _bAllied Informatics, Jaipur
_c2966
_d01/09/2016
_q08/11/16
040 _aBSDU
_bEnglish
_cBSDU
082 _a006.454
_bBEC
100 _aBecchetti, Claudio
245 _aSpeech Recognition : Theory and C++ Implementation
260 _aNew Delhi
_bWiley India Pvt. Ltd. India,
_c2014,c2004
300 _a407
500 _aAutomatic 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 website containing all C++ source code of a complete laboratory multi-speaker continuous-speech ASR system (e.g. Initialisation, Training, Recognition, Evaluation, etc.) www.wiley.com/go/becchetti_speech * Detailed theoretical, mathematical and technical explanations of ASR * A practical account of the functioning of ASR A crucial source of information for researchers, developers and project managers involved with ASR systems, Speech Recognition is also structured for use by students of digital signal processing, speech recognition, and C++ programming techniques.
504 _aStatistical Speech Recognition. Speech Database. Speech Signal Analysis. HMMs and Initialization. HMM, Training.
650 _aComputer Science
650 _aIT
700 _aRicotti, Lucio Prina
942 _2ddc
_cBK