• DocumentCode
    3341410
  • Title

    A combined LPC-based speech coder and filtered-X LMS algorithm for acoustic echo cancellation

  • Author

    Gordy, J.D. ; Goubran, R.A.

  • Author_Institution
    Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, Ont., Canada
  • Volume
    4
  • fYear
    2004
  • fDate
    17-21 May 2004
  • Abstract
    This paper presents a novel acoustic echo canceller structure based on combining the filtered-X LMS algorithm with an LPC-based speech coder for use in videoconferencing and VoIP. The algorithm updates coefficients using filtered versions of the input and error signals obtained by directly tapping the short-term excitation signal from the speech decoder, and by filtering the error signal with a bank of FIR decorrelation filters constructed from the LPC synthesis filter coefficients. The proposed algorithm was implemented using ITU G.729, and simulation results with 2000-tap room impulse responses show a faster and more constant rate of convergence than NLMS using speech input signals and an average 10 dB greater ERLE observed during convergence.
  • Keywords
    FIR filters; Internet telephony; channel bank filters; convergence of numerical methods; decoding; decorrelation; echo suppression; least mean squares methods; linear predictive coding; teleconferencing; vocoders; ERLE; FIR filters; ITU G.729; LPC-based speech coder; VoIP; acoustic echo cancellation; convergence; decorrelation filter bank; filtered-X LMS algorithm; room impulse responses; short-term excitation signal; speech decoder; speech input signals; synthesis filter coefficients; videoconferencing; Convergence; Decoding; Decorrelation; Echo cancellers; Error correction; Filtering algorithms; Finite impulse response filter; Least squares approximation; Speech synthesis; Teleconferencing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8484-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.2004.1326779
  • Filename
    1326779