Incorporating Knowledge Sources into Statistical Speech Recognition 1

Data & IT

Incorporating Knowledge Sources into Statistical Speech Recognition

Sakriani Sakti • Konstantin Markov • Satoshi Nakamura • Wolfgang Minker

Pocket

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196 sidor
2010

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.

Författare: Sakriani Sakti, Konstantin Markov, Satoshi Nakamura, Wolfgang Minker
Format: Pocket/Paperback
ISBN: 9781441946768
Språk: Engelska
Antal sidor: 196
Utgivningsdatum: 2010-11-05
Förlag: Springer-Verlag New York Inc.