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Incorporating Knowledge Sources into Statistical Speech Recognition

Paperback Engels 2010 9781441946768
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Samenvatting

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.

Specificaties

ISBN13:9781441946768
Taal:Engels
Bindwijze:paperback
Aantal pagina's:196
Uitgever:Springer US
Druk:0

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Inhoudsopgave

and Book Overview.- Statistical Speech Recognition.- Graphical Framework to Incorporate Knowledge Sources.- Speech Recognition Using GFIKS.- Conclusions and Future Directions.

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        Incorporating Knowledge Sources into Statistical Speech Recognition