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Incorporating Knowledge Sources into Statistical Speech Recognition

Lecture Notes in Electrical Engineering 42

Format: Hardback
Publisher: Springer-Verlag New York Inc., New York, NY, United States
Published: 19th Mar 2009
Dimensions: w 155mm h 235mm d 15mm
Weight: 431g
ISBN-10: 0387858296
ISBN-13: 9780387858296
Barcode No: 9780387858296
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Synopsis
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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