Sakriani Sakti, Konstantin Markov, Satoshi Nakamura, Wolfgang Minker

Incorporating Knowledge Sources into Statistical Speech Recognition (eBook, PDF)

• Format: PDF

Produktbeschreibung

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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Produktdetails

• Verlag: Springer US
• Seitenzahl: 196
• Erscheinungstermin: 27. Februar 2009
• Englisch
• ISBN-13: 9780387858302
• Artikelnr.: 37288698

Inhaltsangabe

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