DocumentCode :
1697380
Title :
Coherence preservation in multi-channel Wiener filtering based noise reduction for binaural hearing aids
Author :
Marquardt, Daniel ; Hohmann, Volker ; Doclo, Simon
Author_Institution :
Dept. of Med. Phys. & Acoust., Univ. of Oldenburg, Oldenburg, Germany
fYear :
2013
Firstpage :
8648
Lastpage :
8652
Abstract :
Besides noise reduction an important objective of binaural speech enhancement algorithms is the preservation of the binaural cues, i.e. the Interaural Level Difference and the Interaural Time Difference of all sound sources. Recently, extensions of the binaural Multi-channel Wiener filter (MWF) have been presented, which aim to preserve the binaural cues of the residual noise component. However, since these algorithms aim to preserve the Interaural Transfer Function (ITF), they are well-suited only for directional noise sources but not for, e.g. spatially isotropic noise, which can not be fully described by the ITF. In this paper, we present an extension of the binaural MWF, aiming to preserve the Interaural Coherence of the residual noise component. Experimental results using spatially isotropic noise show that the proposed algorithm yields a good preservation of the Interaural Coherence without significantly degrading the output SNR compared to the binaural MWF and the binaural MWF with ITF preservation.
Keywords :
Wiener filters; hearing aids; signal denoising; speech enhancement; transfer functions; ITF preservation; binaural MWF; binaural cues; binaural hearing aids; binaural speech enhancement algorithms; coherence preservation; directional noise sources; interaural coherence; interaural level difference; interaural time difference; interaural transfer function; multichannel Wiener filtering based noise reduction; residual noise component; sound sources; spatially isotropic noise; Auditory system; Coherence; Integrated circuits; Microphones; Noise; Noise reduction; Speech; Hearing aids; binaural cues; noise reduction;
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.2013.6639354
Filename :
6639354
Link To Document :
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