Incorporating Knowledge Sources into Statistical Speech Recognition

von Sakriani Sakti, Konstantin Markov, Satoshi Nakamura, Wolfgang Minker

196 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Lecture Notes in Electrical Engineering
• ISBN: 9781441946768
• Sprache: Englisch
• Erscheinungsdatum: 05.11.2010
• Genre: Technik/Elektronik, Elektrotechnik, Nachrichtentechnik
• Verlag: Springer US