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Microphone arrays

Record Type:	Electronic resources : Monograph/item
Title/Author:	Microphone arrays/ by Jacob Benesty ... [et al.].
other author:	Benesty, Jacob.
Published:	Cham :Springer Nature Switzerland : : 2024.,
Description:	ix, 228 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	Introduction -- Limitations of Single Microphone Processing -- Fundamentals of Microphone Array Processing -- Principal Component Analysis in Noise Reduction and Beamforming -- Low-Rank Beamforming -- Distortionless Beamforming -- Differential Beamforming -- Adaptive Noise Cancellation -- Binaural Beamforming -- Large Array Beamforming -- Conclusion.
Contained By:	Springer Nature eBook
Subject:	Microphone arrays. -
Online resource:	https://doi.org/10.1007/978-3-031-36974-2
ISBN:	9783031369742

Microphone arrays
Microphone arrays[electronic resource] /by Jacob Benesty ... [et al.]. - Cham :Springer Nature Switzerland :2024. - ix, 228 p. :ill. (some col.), digital ;24 cm. - Springer topics in signal processing,v. 221866-2617 ;. - Springer topics in signal processing ;v. 22..

Introduction -- Limitations of Single Microphone Processing -- Fundamentals of Microphone Array Processing -- Principal Component Analysis in Noise Reduction and Beamforming -- Low-Rank Beamforming -- Distortionless Beamforming -- Differential Beamforming -- Adaptive Noise Cancellation -- Binaural Beamforming -- Large Array Beamforming -- Conclusion.

This book explains the motivation for using microphone arrays as opposed to using a single sensor for sound acquisition. The book then goes on to summarize the most useful ideas, concepts, results, and new algorithms therein. The material presented in this work includes analysis of the advantages of using microphone arrays, including dimensionality reduction to remove the redundancy while preserving the variability of the array signals using the principal component analysis (PCA) The authors also discuss benefits such as beamforming with low-rank approximations, fixed, adaptive, and robust distortionless beamforming, differential beamforming, and a new form of binaural beamforming that takes advantage of both beamforming and human binaural hearing properties to improve speech intelligibility. The book makes the microphone array signal processing theory and applications available in a complete and self-contained text. The authors attempt to explain the main ideas in a clear and rigorous way so that the reader can easily capture the potentials, opportunities, challenges, and limitations of microphone array signal processing. This book is written for those who work on the topics of microphone arrays, noise reduction, speech enhancement, speech communication, and human-machine speech interfaces. Presents the benefits of microphone arrays over single sensors from a signal enhancement / spatial filtering perspective; Includes algorithms for dimensionality reduction and fixed and adaptive beamforming with microphone arrays; Posits a framework that takes advantage of microphone array and human binaural hearing to improve speech intelligibility.

ISBN: 9783031369742

Standard No.: 10.1007/978-3-031-36974-2doiSubjects--Topical Terms:

2134094
Microphone arrays.

LC Class. No.: TK6478

Dewey Class. No.: 621.38284

Microphone arrays
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245 0 0 $a Microphone arrays $h [electronic resource] / $c by Jacob Benesty ... [et al.].
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2024.
300 $a ix, 228 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Springer topics in signal processing, $x 1866-2617 ; $v v. 22
505 0 $a Introduction -- Limitations of Single Microphone Processing -- Fundamentals of Microphone Array Processing -- Principal Component Analysis in Noise Reduction and Beamforming -- Low-Rank Beamforming -- Distortionless Beamforming -- Differential Beamforming -- Adaptive Noise Cancellation -- Binaural Beamforming -- Large Array Beamforming -- Conclusion.
520 $a This book explains the motivation for using microphone arrays as opposed to using a single sensor for sound acquisition. The book then goes on to summarize the most useful ideas, concepts, results, and new algorithms therein. The material presented in this work includes analysis of the advantages of using microphone arrays, including dimensionality reduction to remove the redundancy while preserving the variability of the array signals using the principal component analysis (PCA) The authors also discuss benefits such as beamforming with low-rank approximations, fixed, adaptive, and robust distortionless beamforming, differential beamforming, and a new form of binaural beamforming that takes advantage of both beamforming and human binaural hearing properties to improve speech intelligibility. The book makes the microphone array signal processing theory and applications available in a complete and self-contained text. The authors attempt to explain the main ideas in a clear and rigorous way so that the reader can easily capture the potentials, opportunities, challenges, and limitations of microphone array signal processing. This book is written for those who work on the topics of microphone arrays, noise reduction, speech enhancement, speech communication, and human-machine speech interfaces. Presents the benefits of microphone arrays over single sensors from a signal enhancement / spatial filtering perspective; Includes algorithms for dimensionality reduction and fixed and adaptive beamforming with microphone arrays; Posits a framework that takes advantage of microphone array and human binaural hearing to improve speech intelligibility.
650 0 $a Microphone arrays. $3 2134094
650 1 4 $a Digital and Analog Signal Processing. $3 3538815
650 2 4 $a Communications Engineering, Networks. $3 891094
650 2 4 $a Coding and Information Theory. $3 891252
700 1 $a Benesty, Jacob. $3 821353
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773 0 $t Springer Nature eBook
830 0 $a Springer topics in signal processing ; $v v. 22. $3 3711187
856 4 0 $u https://doi.org/10.1007/978-3-031-36974-2
950 $a Engineering (SpringerNature-11647)