Title :
A clipping-based adaptive filtering approach for stereophonic acoustic echo cancellation
Author :
Bekrani, Mehdi ; Khong, Andy W H ; Lotfizad, Mojtaba
Author_Institution :
Tarbiat Modares Univ., Tehran, Iran
Abstract :
The use of partial-updating algorithm for reducing interchannel coherence in stereophonic acoustic echo cancellation has been proposed recently. In this work, we show that this algorithm suffers from the lack of robustness against source positions in the transmission room. To address this, we present an insight into this problem and propose a center clipping algorithm that improves the joint optimization between reducing interchannel coherence and increasing energies of selected taps for different source positions. Simulation results using both colored and speech inputs verify the robustness of the proposed algorithm against source positions.
Keywords :
acoustic signal processing; echo; echo suppression; speech; center clipping algorithm; clipping-based adaptive filtering; interchannel coherence reducing; joint optimization; partial-updating algorithm; stereophonic acoustic echo cancellation; transmission room; Adaptive filters; Convergence; Decorrelation; Degradation; Echo cancellers; Filtering algorithms; Loudspeakers; Microphones; Robustness; Steady-state; center-clipping; cross-correlation; partial update; stereophonic acoustic echo cancellation; tap-selection;
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2010.5495874