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
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;
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European
Conference_Location :
Bucharest
Print_ISBN :
978-1-4673-1068-0