DocumentCode :
700086
Title :
Analysis of localization cue preservation by multichannel wiener filtering based binaural noise reduction in hearing aids
Author :
Cornelis, Bram ; Doclo, Simon ; Van den Bogaert, Tim ; Moonen, Marc ; Wouters, Jan
Author_Institution :
Dept. of Electr. Eng., K.U. Leuven, Heverlee, Belgium
fYear :
2008
fDate :
25-29 Aug. 2008
Firstpage :
1
Lastpage :
5
Abstract :
In this paper the localization cue preservation of a noise reduction algorithm for binaural hearing aids is analyzed. In a binaural noise reduction procedure based on Multi-channel Wiener Filtering (MWF), the basic cost function is extended with terms related to the Interaural Transfer Functions (ITF) of a speech and noise source. To make the algorithm computationally feasible, these cost terms are simplified to quadratic terms. First it is shown that this approach cannot preserve the ITF of the speech and noise component simultaneously. However, the obtained output ITF is related to the output SNR. This will lead to a perceptually advantageous effect: a noisy output signal (low SNR) will be perceived in the direction of the noise source, while a clean output signal (high SNR) will be perceived in the direction of the speech source.
Keywords :
Wiener filters; hearing aids; speech processing; transfer functions; ITF; binaural hearing aids; binaural noise reduction; cost function; interaural transfer functions; localization cue preservation; multichannel Wiener filtering; noise component; noise source; speech component; speech source; Auditory system; Cost function; Microphones; Noise reduction; Signal to noise ratio; Speech;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Conference, 2008 16th European
Conference_Location :
Lausanne
ISSN :
2219-5491
Type :
conf
Filename :
7080618
Link To Document :
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