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
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;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2004
Print_ISBN :
0-7803-8545-4
DOI :
10.1109/SAM.2004.1502971