DocumentCode
463769
Title
Wideband Adaptive Beamforming System for Speech Recording
Author
Timofeev, S. ; Bahai, A. ; Varaiya, Pravin
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., California Univ., Berkeley, CA, USA
Volume
2
fYear
2007
fDate
15-20 April 2007
Abstract
An adaptive beamforming algorithm that enhances the quality of the signal recorded by a microphone array is presented. The system described here attenuates the interference from spatially scattered sources while preserving the desired signal quality in the speech frequency range. A novel method for defining additional constraints within the adaptation process and performing beamforming in parallel across several frequency bands achieves undistorted recording even with slight errors in localizing the speaker. Simulation results show nearly optimal improvement of speech quality in various noisy environments. The algorithm is modified to perform in a real environment by introducing two modes of adaptation that switch according to the speaker activity. The implementation of this modified system demonstrates SNR gain close to that of the original simulated system. It is robust to localization errors and non-ideal environmental effects.
Keywords
array signal processing; microphone arrays; speech processing; SNR gain; microphone array; nonideal environmental effects; signal quality; speech recording; undistorted recording; wideband adaptive beamforming system; Adaptive arrays; Adaptive systems; Array signal processing; Frequency; Interference; Microphone arrays; Scattering; Speech; Switches; Wideband; Array signal processing; acoustic arrays; adaptive signal processing; speech processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location
Honolulu, HI
ISSN
1520-6149
Print_ISBN
1-4244-0727-3
Type
conf
DOI
10.1109/ICASSP.2007.366404
Filename
4217577
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