Title :
A Low-Complexity Acoustic Echo Canceller
Author :
HU, Haijun ; Lin, Mangmang ; Zhang, Zhijun ; Li, Hui ; Yi, Peng
Author_Institution :
Dept. of Inf. Eng., Peking Univ., Beijing
Abstract :
This paper presents a novel acoustic echo canceller (AEC) consisting of an adaptive FIR filter and a double-talk detector (DTD). By employing the widely used LPC-based speech coder for decorrelation, we develop a variable step-size decorrelation NLMS algorithm for the adaptive filter and an echo-path mismatch detection algorithm for the double-talk detector. This new approach reduces the computational complexity of both adaptive algorithm and double-talk detection algorithm in order of magnitude. Simulation results show that the proposed algorithm has a superior performance compared with other existing relative algorithms.
Keywords :
FIR filters; acoustic correlation; adaptive filters; computational complexity; decorrelation; echo suppression; vocoders; LPC-based speech coder; adaptive FIR filter; computational complexity; double-talk detector; echo-path mismatch detection algorithm; low-complexity acoustic echo canceller; variable step-size decorrelation NLMS algorithm; Acoustic signal detection; Adaptive algorithm; Adaptive filters; Computational complexity; Decorrelation; Detection algorithms; Detectors; Echo cancellers; Finite impulse response filter; Speech;
Conference_Titel :
Communication Technology, 2006. ICCT '06. International Conference on
Conference_Location :
Guilin
Print_ISBN :
1-4244-0800-8
Electronic_ISBN :
1-4244-0801-6
DOI :
10.1109/ICCT.2006.341713