• DocumentCode
    394376
  • Title

    Double affine projection algorithm-based speech enhancement algorithm

  • Author

    Gabrea, M.

  • Author_Institution
    Electr. Eng. Dept., Ecole de Technol. Super., Montreal, Que., Canada
  • Volume
    1
  • fYear
    2003
  • fDate
    6-10 April 2003
  • Abstract
    A symmetric feedback implementation scheme for two microphones speech enhancement is presented. We consider the coupling systems modeled as a linear time-invariant finite impulse response (FIR) filter and propose a new recursive-based adaptive filter solution to enhance the noisy speech. The optimum filter weight adaptation is based on a double affine projection algorithm (DAPA). This approach can be extended for a subclass of signal separations where the direct link is stronger than the interference link in both channels. A comparative study with other adaptive algorithms shows the superiority of the DAPA in performance improvement.
  • Keywords
    FIR filters; acoustic noise; adaptive filters; feedback; recursive filters; source separation; speech enhancement; adaptive filter; double affine projection algorithm; filter weight adaptation; finite impulse response filter; linear time-invariant FIR filter; recursive filter; signal separation; speech enhancement; symmetric feedback; Adaptive algorithm; Adaptive filters; Feedback; Finite impulse response filter; Interference; Microphones; Nonlinear filters; Projection algorithms; Source separation; Speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7663-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2003.1198928
  • Filename
    1198928