Incorporating Knowledge Sources into Statistical Speech Recognition

Incorporating Knowledge Sources into Statistical Speech Recognition

von Konstantin Markov, Sakriani Sakti, Satoshi Nakamura, Wolfgang Minker
Taschenbuch - 9781441946768
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Beschreibung

Incorporating Knowledge Sources into Statistical Speech Recognition addresses the problem of developing efficient automatic speech recognition (ASR) systems, which maintain a balance between utilizing a wide knowledge of speech variability, while keeping the training / recognition effort feasible and improving speech recognition performance. The book provides an efficient general framework to incorporate additional knowledge sources into state-of-the-art statistical ASR systems. It can be applied to many existing ASR problems with their respective model-based likelihood functions in flexible ways.

Details

Verlag Springer US
Ersterscheinung November 2010
Maße 235 mm x 155 mm x 12 mm
Gewicht 339 Gramm
Format Taschenbuch
ISBN-13 9781441946768
Auflage Softcover reprint of hardcover 1st ed. 2009
Seiten 220

Schlagwörter