Incorporating Knowledge Sources Into Statistical Speech Recognition

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

196 Seiten, Hardcover

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.

• Themen: Technologie, Ingenieurswissenschaft, Landwirtschaft, Industrieprozesse Energietechnik, Elektrotechnik und Energiemaschinenbau Elektrotechnik
• ISBN: 9780387858296
• Sprache: Englisch
• Erscheinungsdatum: 19.03.2009
• Größe: 243 x 162 mm
• Verlag: Springer Us