• DocumentCode
    2053644
  • Title

    Linearly constrained minimum variance method for spherical microphone arrays in a coherent environment

  • Author

    Peled, Yotam ; Rafaely, Boaz

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Ben-Gurion Univ. of the Negev, Beer-Sheva, Israel
  • fYear
    2011
  • fDate
    May 30 2011-June 1 2011
  • Firstpage
    86
  • Lastpage
    91
  • Abstract
    A method for noise reduction and de-reverberation is presented. The method is designed for a spherical microphone array and formulated in the spherical harmonics domain on the basis of an acoustic model that is also formulated in the spherical harmonics domain. The proposed method is suitable for an environment with coherent reflections and requires direction-of-arrival (DOA) estimation of the signal reflections, rather than room impulse response identification. The method is composed of two stages: a multi-output beamformer that decomposes the direct sound and source reflection; and a linearly constrained minimum variance (LCMV) filter designed for noise reduction while avoiding signal-cancellation. The proposed method allows flexibility in design for reverberation reduction, noise reduction and the prevention of signal cancellation. The paper concludes with a simulation that demonstrates the performance improvement obtained by applying the proposed method.
  • Keywords
    array signal processing; direction-of-arrival estimation; filtering theory; microphone arrays; signal denoising; speech processing; DOA estimation; LCMV filter; acoustic model; direction-of-arrival estimation; linearly constrained minimum variance filter; multioutput beamformer; noise reduction; reverberation reduction; signal-cancellation; speech signals; spherical harmonic domain; spherical microphone arrays; Harmonic analysis; Microphone arrays; Noise; Noise reduction; Reverberation; Speech; LCMV; Noise reduction; dereverberation; spherical microphone arrays;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Hands-free Speech Communication and Microphone Arrays (HSCMA), 2011 Joint Workshop on
  • Conference_Location
    Edinburgh
  • Print_ISBN
    978-1-4577-0997-5
  • Type

    conf

  • DOI
    10.1109/HSCMA.2011.5942416
  • Filename
    5942416