DocumentCode :
1653140
Title :
An informed LCMV filter based on multiple instantaneous direction-of-arrival estimates
Author :
Thiergart, Oliver ; Habets, Emanuel A. P.
Author_Institution :
Int. Audio Labs. Erlangen, Erlangen, Germany
fYear :
2013
Firstpage :
659
Lastpage :
663
Abstract :
Extracting sound sources in noisy and reverberant conditions remains a challenging task that is commonly found in modern communication systems. In this work, we consider the problem of obtaining a desired spatial response for at most L simultaneously active sound sources. The proposed spatial filter is obtained by minimizing the diffuse plus self-noise power at the output of the filter subject to L linear constraints. In contrast to earlier works, the L constraints are based on instantaneous narrowband direction-of-arrival estimates. In addition, a novel estimator for the diffuse-to-noise ratio is developed that exhibits a sufficiently high temporal and spectral resolution to achieve both dereverberation and noise reduction. The presented results demonstrate that an optimal tradeoff between maximum white noise gain and maximum directivity is achieved.
Keywords :
direction-of-arrival estimation; microphone arrays; reverberation; spatial filters; LCMV filter; dereverberation; diffuse to noise ratio; linear constraints; maximum directivity; maximum white noise gain; multiple instantaneous direction of arrival estimates; noise reduction; sound sources; spatial filter; spatial response; Array signal processing; Arrays; Direction-of-arrival estimation; Microphones; Robustness; Speech; Time-frequency analysis; diffuse-to-noise ratio estimation; microphone array processing; optimal beamforming;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
ISSN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2013.6637730
Filename :
6637730
Link To Document :
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