Description: Techniques for Noise Robustness in Automatic Speech Recognition, Hardcover by Virtanen, Tuomas (EDT); Singh, Rita (EDT); Raj, Bhiksha (EDT), ISBN 1119970881, ISBN-13 9781119970880, Brand New, Free shipping in the US This resource describes a range of techniques used to impart robustness to automatic speech recognition systems, from methods to minimize the effect of external noises, to methods for modifying the recognition system itself to more readily recognize degraded speech. Th first presents foundations of automatic speech recognition and describes various distortions that affect speech signals and their impact on automatic speech recognition. Sections then cover techniques involving signal, feature, and model enhancement. A final section deals with compensation for information loss with missing-data techniques, feature reconstruction, computational auditory scene analysis, and uncertainty decoding. Virtanen is affiliated with Tempere University of Technology, Finland. Annotation ©2013 Book News, Inc., Portland, OR ()
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Book Title: Techniques for Noise Robustness in Automatic Speech Recognition
Author: Virtanen, Tuomas (EDT); Singh, Rita (EDT); Raj, Bhiksha (EDT)
Language: english
