• DocumentCode
    1749637
  • Title

    A multi-microphone signal subspace approach for speech enhancement

  • Author

    Jabloun, Firas ; Champagne, Benoît

  • Author_Institution
    Dept. of Electr. & Comput. Eng., McGill Univ., Montreal, Que., Canada
  • Volume
    1
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    205
  • Abstract
    We extend the single microphone signal subspace approach for speech enhancement, to a multi-microphone design. In the single microphone case, the tradeoff between speech quality and intelligibility is an handicap which limits its performance. This is because it is based on a linear speech model which does not usually offer enough degrees of freedom for noise reduction. In our method, we show how we can easily, and with comparable computational complexity, get more degrees, of freedom by using signals from more than one microphone. Experimental results show that this leads to improvements in the noise reduction performance
  • Keywords
    acoustic noise; covariance matrices; eigenvalues and eigenfunctions; microphones; speech enhancement; intelligibility; multi-microphone signal subspace approach; noise reduction performance; speech enhancement; speech quality; Additive noise; Covariance matrix; Discrete Fourier transforms; Discrete transforms; Eigenvalues and eigenfunctions; Filters; Microphones; Noise reduction; Signal design; Speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
  • Conference_Location
    Salt Lake City, UT
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7041-4
  • Type

    conf

  • DOI
    10.1109/ICASSP.2001.940803
  • Filename
    940803