Microphone Arrays

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...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Benesty, Jacob (Author), Huang, Gongping (Author), Chen, Jingdong (Author), Pan, Ningning (Author)
Kaituhi rangatōpū: SpringerLink (Online service)
Hōputu: Tāhiko īPukapuka
Reo:Ingarihi
I whakaputaina: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Putanga:1st ed. 2024.
Rangatū:Springer Topics in Signal Processing, 22
Ngā marau:
Urunga tuihono:https://doi.org/10.1007/978-3-031-36974-2
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Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!

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245 1 0 |a Microphone Arrays  |h [electronic resource] /  |c by Jacob Benesty, Gongping Huang, Jingdong Chen, Ningning Pan. 
250 |a 1st ed. 2024. 
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300 |a 1 online resource (IX, 228 p. 118 illus.).  |b 116 illus. in color. 
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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. 
532 8 |a Accessibility summary: This PDF does not fully comply with PDF/UA standards, but does feature limited screen reader support, described non-text content (images, graphs), bookmarks for easy navigation and searchable, selectable text. Users of assistive technologies may experience difficulty navigating or interpreting content in this document. We recognize the importance of accessibility, and we welcome queries about accessibility for any of our products. If you have a question or an access need, please get in touch with us at accessibilitysupport@springernature.com. 
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532 8 |a Publisher contact for further accessibility information: accessibilitysupport@springernature.com 
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650 0 |a Coding theory. 
650 0 |a Information theory. 
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650 2 4 |a Coding and Information Theory. 
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700 1 |a Chen, Jingdong.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
700 1 |a Pan, Ningning.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
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