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Sakti / Markov / Nakamura

Incorporating Knowledge Sources into Statistical Speech Recognition

Medium: Buch
ISBN: 978-1-4419-4676-8
Verlag: Springer US
Erscheinungstermin: 05.11.2010
Lieferfrist: bis zu 10 Tage

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.


Produkteigenschaften


  • Artikelnummer: 9781441946768
  • Medium: Buch
  • ISBN: 978-1-4419-4676-8
  • Verlag: Springer US
  • Erscheinungstermin: 05.11.2010
  • Sprache(n): Englisch
  • Auflage: Softcover Nachdruck of hardcover 1. Auflage 2009
  • Serie: Lecture Notes in Electrical Engineering
  • Produktform: Kartoniert, Previously published in hardcover
  • Gewicht: 341 g
  • Seiten: 196
  • Format (B x H x T): 155 x 235 x 13 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

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