DocumentCode :
1689363
Title :
Least-squares Distortionless Response Beamformer in far-field environments with spatial cues preservation
Author :
Mustiere, Frederic ; Bouchard, Martin
Author_Institution :
Integrated Device Technol. Canada, Kanata, ON, Canada
fYear :
2013
Firstpage :
7244
Lastpage :
7248
Abstract :
In this letter, some results involving a form of least-squares beamformer are derived based only on directional criteria. In far-field assumptions (i.e., plane wave propagation model for the signals captured), we show that certain factors appearing in the beamformer coefficients calculation, which are usually formulated using complicated integrals, can be computed using closed-form expressions involving familiar, physically meaningful quantities. Next, by resorting to a limiting case, we demonstrate a clear theoretical link between the resulting solution and MVDR beamforming in cylindrically isotropic noise fields. We then discuss a solution to preserve spatial cues if desired which also allows to easily control and modulate the enhancement strength of the beamformer. Some experimental results are finally given in a challenging real-world environment, showing the merits of the approach.
Keywords :
array signal processing; least squares approximations; speech enhancement; MVDR beamforming; closed-form expressions; cylindrically isotropic noise fields; directional criteria; enhancement strength; far-field environments; least-squares distortionless response beamformer; minimum-variance-distortionless-response beamformer; plane wave propagation model; real-world environment; spatial cues preservation; speech enhancement applications; Array signal processing; Microphones; Noise; Noise measurement; Speech; Speech enhancement; Vectors; MVDR; Multichannel speech enhancement; beamforming; least-squares;
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.2013.6639069
Filename :
6639069
Link To Document :
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