DocumentCode
1852199
Title
Incorporating auditory properties into generalised sidelobe canceller
Author
Borowicz, Adam ; Petrovsky, Alexandr
Author_Institution
Dept. of Digital Media & Comput. Graphics, Bialystok Univ. of Technol., Bialystok, Poland
fYear
2012
fDate
27-31 Aug. 2012
Firstpage
589
Lastpage
593
Abstract
A novel speech enhancement method based on generalized sidelobe canceller (GSC) and auditory properties is presented. We show that it is possible to reduce audible speech distortions and preserve residual noise level under system model uncertainties. It can be done by constraining a speech leakage power according to masking effect phenomena. An optimal noise cancellation filter is derived using constrained minimization of the residual noise power. We implemented the GSC structure using a simple delay-and-sum beamformer and corresponding (delays-dependent) blocking matrix. Finally a comparative evaluation of the selected methods is performed using objective speech quality measures. The results show that the novel method outperforms conventional one providing lower speech distortions and comparable noise attenuation.
Keywords
acoustic distortion; array signal processing; filtering theory; interference suppression; matrix algebra; speech enhancement; GSC structure; audible speech distortions; auditory properties; blocking matrix; constrained minimization; delay-and-sum beamformer; generalised sidelobe canceller; masking effect phenomena; objective speech quality measures; optimal noise cancellation filter; residual noise level; speech enhancement method; speech leakage power; system model uncertainties; Masking threshold; Microphones; Noise; Noise measurement; Speech; Speech enhancement; Uncertainty; GSC; beamforming; speech enhancement;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European
Conference_Location
Bucharest
ISSN
2219-5491
Print_ISBN
978-1-4673-1068-0
Type
conf
Filename
6334067
Link To Document