Title :
Binaural Multi-Channel Wiener Filtering for Hearing Aids: Preserving Interaural Time and Level Differences
Author :
Klasen, Thomas J. ; Doclo, Simon ; Van Den Bogaert, Tim ; Moonen, Marc ; Wouters, Jan
Author_Institution :
Dept. of Electr. Eng., Katholieke Univ. Leuven
Abstract :
This paper presents an extension of the binaural multi-channel Wiener filtering algorithm discussed in T.J. Klasen et al. (2005). The goal of this paper is to preserve both the interaural time difference (ITD) and interaural level difference (ILD) of the speech and noise components. This is done by extending the cost function to incorporate terms for the interaural transfer functions (ITF) of the speech and noise components. Using weights, the emphasis on the preservation of the ITFs can be controlled in addition to the emphasis on noise reduction. Adapting these parameters allows one to preserve the ITFs of the speech and noise component, and therefore ITD and ILD cues, while enhancing the signal-to-noise ratio
Keywords :
Wiener filters; filtering theory; hearing aids; matrix algebra; medical signal processing; speech processing; binaural multichannel Wiener filtering; hearing aids; interaural level difference; interaural time difference; interaural transfer functions; noise components; noise reduction; signal-to-noise ratio; speech components; Acoustic noise; Auditory system; Cost function; Ear; Hearing aids; Laboratories; Noise reduction; Signal to noise ratio; Speech enhancement; Wiener filter;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location :
Toulouse
Print_ISBN :
1-4244-0469-X
DOI :
10.1109/ICASSP.2006.1661233