Title :
A combined FDAF/WSAF algorithm for stereophonic acoustic echo cancellation
Author :
Alberge, Florence ; Duhamel, Pierre ; Grenier, Yves
Author_Institution :
ENST, Paris, France
Abstract :
Adaptive acoustic echo cancellation in stereophonic teleconferencing is a very demanding application. The characteristics are: a very large number of coefficients, non-stationary input (speech), (slowly) time-varying systems to be identified, plus the specific property that both stereo signals are intrinsically very correlated. Basic versions of stochastic gradient algorithms have difficulties in meeting these requirements. We show that, in a multichannel framework, only a combination of techniques can result in an algorithm which convergence is governed by a quasi-diagonal matrix. Simulations with data recorded in a conference room demonstrate the improvement in convergence of our algorithm compared to the LMS
Keywords :
Hi-Fi equipment; acoustic signal processing; adaptive filters; adaptive signal processing; convergence of numerical methods; echo suppression; filtering theory; matrix algebra; speech processing; teleconferencing; FDAF/WSAF algorithm; LMS; adaptive acoustic echo cancellation; coefficients; conference room; convergence; correlated signals; multichannel framework; nonstationary input; quasi-diagonal matrix; simulations; speech; stereo signals; stereophonic acoustic echo cancellation; stereophonic teleconferencing; stochastic gradient algorithms; time-varying systems; weighted subbands adaptive filter; Acoustic applications; Adaptive filters; Convergence; Echo cancellers; Finite impulse response filter; Least squares approximation; Speech; Stochastic processes; Teleconferencing; Time varying systems;
Conference_Titel :
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-4428-6
DOI :
10.1109/ICASSP.1998.681712