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Incorporating Knowledge Sources Into Statistical Speech Recognition
Paperback
Series: Lecture Notes in Electrical Engineering, Book 42
Technology & EngineeringNetworkingPhysics
ISBN13: 9781441946768
Publisher: Springer Nature
Published: Nov 5 2010
Pages: 196
Weight: 0.69
Height: 0.46 Width: 6.14 Depth: 9.21
Language: English
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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