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020 _a9783031369742
_9978-3-031-36974-2
024 7 _a10.1007/978-3-031-36974-2
_2doi
050 4 _aTK5102.9
072 7 _aTJF
_2bicssc
072 7 _aUYS
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072 7 _aTEC067000
_2bisacsh
072 7 _aTJF
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072 7 _aUYS
_2thema
100 1 _aBenesty, Jacob.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_965576
245 1 0 _aMicrophone Arrays
_h[electronic resource] /
_cby Jacob Benesty, Gongping Huang, Jingdong Chen, Ningning Pan.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aIX, 228 p. 118 illus., 116 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringer Topics in Signal Processing,
_x1866-2617 ;
_v22
505 0 _aIntroduction -- 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 _aThis 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 _aSignal processing.
_965577
650 0 _aTelecommunication.
_965578
650 0 _aCoding theory.
_965513
650 0 _aInformation theory.
_957783
650 1 4 _aDigital and Analog Signal Processing.
_965579
650 2 4 _aCommunications Engineering, Networks.
_965580
650 2 4 _aCoding and Information Theory.
_965515
700 1 _aHuang, Gongping.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_965581
700 1 _aChen, Jingdong.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_965582
700 1 _aPan, Ningning.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_965583
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031369735
776 0 8 _iPrinted edition:
_z9783031369759
776 0 8 _iPrinted edition:
_z9783031369766
830 0 _aSpringer Topics in Signal Processing,
_x1866-2617 ;
_v22
_965584
856 4 0 _uhttps://doi.org/10.1007/978-3-031-36974-2
912 _aZDB-2-ENG
912 _aZDB-2-SXE
999 _c56229
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