Incorporating Knowledge Sources into Statistical Speech Recognition

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0387858296

Incorporating Knowledge Sources into Statistical Speech Recognition (Lecture Notes in Electrical Engineering): Sakriani Sakti, Konstantin Markov, Satoshi Nakamura, Wolfgang Minker
Springer | ISBN: 0387858296 | March 20, 2009 | PDF (OCR) | 196 pages | 1977 KB

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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