Wavelet Analysis For Robust Speech Processing and Applications : Applications of Discrete Wavelet Transform and Wavelet Denoising to Speech Classification, Speech Enhancement and Robust Speech Recognition

Language: English

Published by VDM Verlag Dr. Müller, VDM Verlag Dr. Müller E.K., 2008

3639024168 / 9783639024166

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - Robustness to acoustic background noise is a highly challenging field in modern speech communications. A state-of-the-art research of the techniques has been motivated by the need for efficient speech feature extraction methods, the need for enhancing the quality of the recorded speech signal corrupted by environmental noise, and the need for improving recognition performance in harsh environments. This book, therefore, provides novel wavelet methods which are developed for addressed topics. The book begins with the interpretation of wavelets advantages for speech processing. The next chapters present phonetic and speech classifiers which are designed based on reliable wavelet features and by applying adaptive-threshold based and machine learning based approaches. Afterwards, based on the adaptive noise estimate of the so-called quantile filtering technique and the optimal wavelet shrinkage, speech enhancement algorithms are developed for hearing aids and for enhancing signal quality in order to increase speech recognition performance. The book is intended for advanced undergraduate and graduate students, as well as for scientific researchers in the field of interest.…

Seller Inventory # 9783639024166

Title
Wavelet Analysis For Robust Speech Processing and Applications : Applications of Discrete Wavelet Transform and Wavelet Denoising to Speech Classification, Speech Enhancement and Robust Speech Recognition
Author
Tuan Van Pham
Publisher
VDM Verlag Dr. Müller, VDM Verlag Dr. Müller E.K.
Publication year
2008
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3639024168
ISBN 13
9783639024166
Item weight
280 grams
Dimensions
220x150x11 mm

AHA-BUCH GmbH

Einbeck, Germany

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Shipping rates from Germany to U.S.A.

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