DocumentCode
1899933
Title
Integrated adaptive beamforming and Wiener filtering for a robust microphone array
Author
Abad, Alberto ; Hernando, Javier
Author_Institution
Dept. of Signal Theory & Commun., Univ. Politecnica de Catalunya, Barcelona, Spain
fYear
2004
fDate
18-21 July 2004
Firstpage
367
Lastpage
371
Abstract
Speech is dramatically degraded when a distant microphone is used in real environments. One of the possible solutions is to use a microphone array to improve the quality of the recorded speech signal. In this paper we present a robust beamformer that integrates the directional noise reduction capability of a modification of the generalized sidelobe canceller with adaptive blocking matrix and the great performance of the Wiener postfiltering techniques against low-correlated noises. Experimental results show that the proposed integrated adaptive Wiener-filtering beamformer is at least as robust to directional and uncorrelated noise as conventional postfiltering of the output and presents a lower level of degradation of the speech signal.
Keywords
Wiener filters; adaptive signal processing; array signal processing; correlation theory; interference suppression; microphone arrays; signal denoising; speech processing; Wiener postfiltering technique; adaptive blocking matrix; directional noise reduction; generalized sidelobe canceller; integrated adaptive beamforming; low-correlated noise; robust microphone array; speech signal; uncorrelated noise; Adaptive arrays; Array signal processing; Degradation; Microphone arrays; Noise cancellation; Noise level; Noise reduction; Noise robustness; Speech; Wiener filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2004
Print_ISBN
0-7803-8545-4
Type
conf
DOI
10.1109/SAM.2004.1502971
Filename
1502971
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