Sakriani Sakti / Wolfgang Minker / Satoshi Nakamura / Konstantin Markov
Incorporating Knowledge Sources into Statistical Speech Recognition
- Springer US
- 2010
- Taschenbuch
- 220 Seiten
- ISBN 9781441946768
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.
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