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Synopsis
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.
"synopsis" may belong to another edition of this title.
- PublisherVDM Verlag Dr. Mueller E.K.
- Publication date2008
- ISBN 10 3639024168
- ISBN 13 9783639024166
- BindingPaperback
- LanguageEnglish
- Number of pages176
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Wavelet Analysis For Robust Speech Processing and Applications
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Wavelet Analysis For Robust Speech Processing and Applications
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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
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Taschenbuch. Condition: Neu. 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
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Wavelet Analysis For Robust Speech Processing and Applications
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