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Speech enhancement techniques for di...

Borisagar, Komal R.

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Speech enhancement techniques for digital hearing aids

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Speech enhancement techniques for digital hearing aids/ by Komal R. Borisagar, Rohit M. Thanki, Bhavin S. Sedani.
作者:	Borisagar, Komal R.
其他作者:	Thanki, Rohit M.
出版者:	Cham :Springer International Publishing : : 2019.,
面頁冊數:	ix, 155 p. :ill. (some col.), digital ;24 cm.
內容註:	Introduction -- Generation of Speech Signal and its Characteristics -- Information of Adaptive Filters and Noises -- Information of Wavelet Transforms -- Speech Signal Enhancement using Adaptive Filters -- Speech Signal Enhancement using Adaptive Filters and Wavelet Transforms -- Future Research Direction -- Conclusion.
Contained By:	Springer eBooks
標題:	Hearing aids - Design and construction. -
電子資源:	https://doi.org/10.1007/978-3-319-96821-6
ISBN:	9783319968216

Speech enhancement techniques for digital hearing aids
Borisagar, Komal R.

Speech enhancement techniques for digital hearing aids[electronic resource] /by Komal R. Borisagar, Rohit M. Thanki, Bhavin S. Sedani. - Cham :Springer International Publishing :2019. - ix, 155 p. :ill. (some col.), digital ;24 cm.

Introduction -- Generation of Speech Signal and its Characteristics -- Information of Adaptive Filters and Noises -- Information of Wavelet Transforms -- Speech Signal Enhancement using Adaptive Filters -- Speech Signal Enhancement using Adaptive Filters and Wavelet Transforms -- Future Research Direction -- Conclusion.

This book provides various speech enhancement algorithms for digital hearing aids. It covers information on noise signals extracted from silences of speech signal. The description of the algorithm used for this purpose is also provided. Different types of adaptive filters such as Least Mean Squares (LMS), Normalized LMS (NLMS) and Recursive Lease Squares (RLS) are described for noise reduction in the speech signals. Different types of noises are taken to generate noisy speech signals, and therefore information on various noises signals is provided. The comparative performance of various adaptive filters for noise reduction in speech signals is also described. In addition, the book provides a speech enhancement technique using adaptive filtering and necessary frequency strength enhancement using wavelet transform as per the requirement of audiogram for digital hearing aids. Presents speech enhancement techniques for improving performance of digital hearing aids; Covers various types of adaptive filters and their advantages and limitations; Provides a hybrid speech enhancement technique using wavelet transform and adaptive filters.

ISBN: 9783319968216

Standard No.: 10.1007/978-3-319-96821-6doiSubjects--Topical Terms:

3381542
Hearing aids
--Design and construction.

LC Class. No.: RF300 / .B675 2019

Dewey Class. No.: 617.89

Speech enhancement techniques for digital hearing aids
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505 0 $a Introduction -- Generation of Speech Signal and its Characteristics -- Information of Adaptive Filters and Noises -- Information of Wavelet Transforms -- Speech Signal Enhancement using Adaptive Filters -- Speech Signal Enhancement using Adaptive Filters and Wavelet Transforms -- Future Research Direction -- Conclusion.
520 $a This book provides various speech enhancement algorithms for digital hearing aids. It covers information on noise signals extracted from silences of speech signal. The description of the algorithm used for this purpose is also provided. Different types of adaptive filters such as Least Mean Squares (LMS), Normalized LMS (NLMS) and Recursive Lease Squares (RLS) are described for noise reduction in the speech signals. Different types of noises are taken to generate noisy speech signals, and therefore information on various noises signals is provided. The comparative performance of various adaptive filters for noise reduction in speech signals is also described. In addition, the book provides a speech enhancement technique using adaptive filtering and necessary frequency strength enhancement using wavelet transform as per the requirement of audiogram for digital hearing aids. Presents speech enhancement techniques for improving performance of digital hearing aids; Covers various types of adaptive filters and their advantages and limitations; Provides a hybrid speech enhancement technique using wavelet transform and adaptive filters.
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