Presentation 2006-06-23
A New Robust Adaptation Mode Controller based on a Normalized Cross-Correlation with Multiple Symmetric Leaky Blocking Matrices for Adaptive Microphone Arrays
Akihiko SUGIYAMA, Thanh Phong HUA, BOUQUIN JEANNES Regine LE, Gerard FAUCON,
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Abstract(in English) This paper proposes an adaptation mode controller (AMC) based on a normalized cross-correlation with multiple symmetric leaky blocking matrices (SLBMs) for adaptive microphone arrays. Robust and wideband estimation of a signal-to-interference ratio (SIR) is performed by the use of multiple pairs of SLBMs. The SIR estimate is compared to theoretical thresholds to evaluate target-interference proportion for controlling filter-coefficient adaptation in the adaptive path of the beamformer. A design method for SLBMs is developed and a design example is demonstrated. Phase differences between the outputs of the paired SLBMs are analyzed to show their desirable responses. Evaluations with recorded signals show that the proposed AMC achieves better discrimination between speech-dominant and interference-dominant sections, resulting in desirable control of coefficient adaptation in the microphone array and a better output. The better output signal of the microphone array provides a higher speech recognition rate by as much as 11% than the conventional AMC. The increased computations are shown to be negligeble.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Microphone array / adaptation control / normalized cross-correlation / symmetric / leaky blocking matrix
Paper # CAS2006-17,VLD2006-30,SIP2006-40
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Committee SIP
Conference Date 2006/6/16(1days)
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Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A New Robust Adaptation Mode Controller based on a Normalized Cross-Correlation with Multiple Symmetric Leaky Blocking Matrices for Adaptive Microphone Arrays
Sub Title (in English)
Keyword(1) Microphone array
Keyword(2) adaptation control
Keyword(3) normalized cross-correlation
Keyword(4) symmetric
Keyword(5) leaky blocking matrix
1st Author's Name Akihiko SUGIYAMA
1st Author's Affiliation NEC Media and Information Research Laboratories()
2nd Author's Name Thanh Phong HUA
2nd Author's Affiliation NEC Media and Information Research Laboratories
3rd Author's Name BOUQUIN JEANNES Regine LE
3rd Author's Affiliation LTSI, Inserm U642, Universite de Rennes 1, Campus de Beaulieu
4th Author's Name Gerard FAUCON
4th Author's Affiliation LTSI, Inserm U642, Universite de Rennes 1, Campus de Beaulieu
Date 2006-06-23
Paper # CAS2006-17,VLD2006-30,SIP2006-40
Volume (vol) vol.106
Number (no) 116
Page pp.pp.-
#Pages 6
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