DocumentCode
3016204
Title
A second-order-statistics-based solution for online multichannel noise tracking and reduction
Author
Souden, Mehrez ; Chen, Jingdong ; Benesty, Jacob ; Affes, Sofiène
fYear
2010
fDate
7-10 Nov. 2010
Firstpage
1410
Lastpage
1414
Abstract
We propose a second-order-statistics-based approach to online multichannel noise tracking and reduction. We combine the multichannel speech presence probability (MC-SPP) that we proposed in with an alternative formulation of the minima-controlled recursive averaging (MCRA) technique that we generalize from the single- to the multichannel case. Then, we demonstrate the effectiveness of the proposed MC-SPP and multichannel noise estimator by integrating them into variants of the multichannel noise-reduction Wiener filter.
Keywords
Wiener filters; interference suppression; probability; speech processing; telecommunication channels; Wiener filter; minima controlled recursive averaging; multichannel noise estimator; multichannel speech presence probability; online multichannel noise reduction; online multichannel noise tracking; second-order statistics-based solution; Estimation; Interference; Microphones; Noise reduction; Signal to noise ratio; Speech; Microphone array; minima controlled recursive averaging (MCRA); multichannel noise reduction; multichannel speech presence probability (MC-SPP); noise estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems and Computers (ASILOMAR), 2010 Conference Record of the Forty Fourth Asilomar Conference on
Conference_Location
Pacific Grove, CA
ISSN
1058-6393
Print_ISBN
978-1-4244-9722-5
Type
conf
DOI
10.1109/ACSSC.2010.5757767
Filename
5757767
Link To Document