Lecture Notes in Electrical Engineering

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

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.

Details

Published by: Springer

Publication Date: 2009-03-19

Format: Hardcover

ISBN-13: 9780387858296

DOI: 10.1007/978-0-387-85830-2

Dimensions: 235cm x155cm

Pages: 196