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Titlebook: Speech Enhancement Techniques for Digital Hearing Aids; Komal R.‘Borisagar,Rohit M. Thanki,Bhavin S. Sedan Book 2019 Springer Nature Switz

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发表于 2025-3-21 16:42:10 | 显示全部楼层 |阅读模式
书目名称Speech Enhancement Techniques for Digital Hearing Aids
编辑Komal R.‘Borisagar,Rohit M. Thanki,Bhavin S. Sedan
视频video
概述Presents speech enhancement techniques for improving performance of digital hearing aids.Covers various types of adaptive filters and their advantages and limitations.Provides hybrid speech enhancemen
图书封面Titlebook: Speech Enhancement Techniques for Digital Hearing Aids;  Komal R.‘Borisagar,Rohit M. Thanki,Bhavin S. Sedan Book 2019 Springer Nature Switz
描述.​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..
出版日期Book 2019
关键词Speech Signals; Adaptive Filters and Noises; Wavelet Transforms; Speech Signal Enhancement using Adapti
版次1
doihttps://doi.org/10.1007/978-3-319-96821-6
isbn_ebook978-3-319-96821-6
copyrightSpringer Nature Switzerland AG 2019
The information of publication is updating

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发表于 2025-3-21 23:21:42 | 显示全部楼层
advantages and limitations.Provides hybrid speech enhancemen.​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. D
发表于 2025-3-22 01:21:18 | 显示全部楼层
Introduction,This chapter presents the background of sound and ear structure. Basic information about digital hearing aids and their issues is given in this chapter. The motivation for our present work is also described.
发表于 2025-3-22 06:38:19 | 显示全部楼层
Generation of Speech Signal and Its Characteristics,This chapter presents the basic background of the speech signal. The characteristics of speech signals are also covered in this chapter.
发表于 2025-3-22 09:44:32 | 显示全部楼层
Introduction of Adaptive Filters and Noises for Speech,This chapter presents information about various types of adaptive filters. The chapter also describes various types of noise that affect the quality of the speech signal.
发表于 2025-3-22 14:57:32 | 显示全部楼层
Fourier Transform, Short-Time Fourier Transform, and Wavelet Transform,This chapter presents information about the Fourier transform (FT), short-time Fourier transform (STFT), and wavelet transform. This chapter also covers use of this transform in speech signal processing.
发表于 2025-3-22 20:38:40 | 显示全部楼层
Speech Signal Enhancement Using Adaptive Filters,This chapter presents the speech signal enhancement technique using adaptive filters. These techniques are implemented using a voice activity detection algorithm, Butterworth algorithm, and an adaptive filters algorithm.
发表于 2025-3-22 22:38:11 | 显示全部楼层
Speech Signal Enhancement Based on Wavelet Transform,This chapter presents the speech signal enhancement technique based on wavelet transform. This technique is implemented and demonstrated using the Daubechies (db) wavelet transform.
发表于 2025-3-23 03:05:38 | 显示全部楼层
Summary of This Book and Future Research Directions,This chapter presents a summary of the research work done, showing the achievements toward the objectives discussed in the book. Major contributions for speech enhancement are explained here. Finally, some possible future directions are disclosed in this chapter.
发表于 2025-3-23 06:33:57 | 显示全部楼层
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