Title :
A second-order-statistics-based solution for online multichannel noise tracking and reduction
Author :
Souden, Mehrez ; Chen, Jingdong ; Benesty, Jacob ; Affes, Sofiène
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;
Conference_Titel :
Signals, Systems and Computers (ASILOMAR), 2010 Conference Record of the Forty Fourth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4244-9722-5
DOI :
10.1109/ACSSC.2010.5757767