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
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