Overview
- Overview of the state of the art of noise reduction algorithms
- Concise Treatment
Part of the book series: Springer Topics in Signal Processing (STSP, volume 2)
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Table of contents (12 chapters)
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Front Matter
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Back Matter
Keywords
About this book
Noise is everywhere and in most applications that are related to audio and speech, such as human-machine interfaces, hands-free communications, voice over IP (VoIP), hearing aids, teleconferencing/telepresence/telecollaboration systems, and so many others, the signal of interest (usually speech) that is picked up by a microphone is generally contaminated by noise. As a result, the microphone signal has to be cleaned up with digital signal processing tools before it is stored, analyzed, transmitted, or played out. This cleaning process is often called noise reduction and this topic has attracted a considerable amount of research and engineering attention for several decades. One of the objectives of this book is to present in a common framework an overview of the state of the art of noise reduction algorithms in the single-channel (one microphone) case. The focus is on the most useful approaches, i.e., filtering techniques (in different domains) and spectral enhancement methods. The other objective of Noise Reduction in Speech Processing is to derive all these well-known techniques in a rigorous way and prove many fundamental and intuitive results often taken for granted. This book is especially written for graduate students and research engineers who work on noise reduction for speech and audio applications and want to understand the subtle mechanisms behind each approach. Many new and interesting concepts are presented in this text that we hope the readers will find useful and inspiring.
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Bibliographic Information
Book Title: Noise Reduction in Speech Processing
Authors: Israel Cohen, Yiteng Huang, Jingdong Chen, Jacob Benesty
Series Title: Springer Topics in Signal Processing
DOI: https://doi.org/10.1007/978-3-642-00296-0
Publisher: Springer Berlin, Heidelberg
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2009
Hardcover ISBN: 978-3-642-00295-3Published: 14 May 2009
Softcover ISBN: 978-3-642-10137-3Published: 28 October 2010
eBook ISBN: 978-3-642-00296-0Published: 28 April 2009
Series ISSN: 1866-2609
Series E-ISSN: 1866-2617
Edition Number: 1
Number of Pages: X, 230
Number of Illustrations: 56 b/w illustrations
Topics: Signal, Image and Speech Processing, Acoustics, User Interfaces and Human Computer Interaction