Title :
Binaural multichannel Wiener filter with directional interference rejection
Author :
Hadad, Elior ; Marquardt, Daniel ; Doclo, Simon ; Gannot, Sharon
Author_Institution :
Fac. of Eng., Bar-Ilan Univ., Ramat-Gan, Israel
Abstract :
In this paper we consider an acoustic scenario with a desired source and a directional interference picked up by hearing devices in a noisy and reverberant environment. We present an extension of the binaural multichannel Wiener filter (BMWF), by adding an interference rejection constraint to its cost function, in order to combine the advantages of spatial and spectral filtering while mitigating directional interferences. We prove that this algorithm can be decomposed into the binaural linearly constrained minimum variance (BLCMV) algorithm followed by a single channel Wiener post-filter. The proposed algorithm yields improved interference rejection capabilities, as compared with the BMWF. Moreover, by utilizing the spectral information on the sources, it is demonstrating better SNR measures, as compared with the BLCMV.
Keywords :
Wiener filters; hearing aids; interference suppression; speech enhancement; acoustic scenario; binaural linearly constrained minimum variance algorithm; binaural multichannel Wiener filter; directional interference rejection; hearing devices; noisy environment; reverberant environment; single channel Wiener post-filter; spatial filtering; spectral filtering; spectral information; Acoustics; Auditory system; Interference; Microphones; Signal to noise ratio; Speech; Binaural cues; Hearing aids; LCMV and MWF Beamforming; Noise; interference cancellation;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7178048