• 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