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
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