Title :
Integrating Acoustic Echo Cancellation In LPC-based Speech Coders
Author :
Lin, Mangmang ; Li, Hui ; HU, Haijun ; Zhang, Zhijun ; Yi, Peng
Author_Institution :
Fac. of Inf. Eng., Peking Univ., Beijing
fDate :
Oct. 18 2006-Sept. 20 2006
Abstract :
This paper presents a novel acoustic echo canceller (AEC) consisting of an adaptive FIR filter and a double-talk detector. By employing the widely used LPC-based speech coder for decorrelation, we develop a variable step-size decorrelation NLMS algorithm for the adaptive FIR filter and an echo-path mismatch detection algorithm for the double-talk detector. This new approach reduces the computational complexity from 0(N2) to O(N) for both algorithms of echo cancellation and double-talk detection. Simulation results show that the proposed algorithms improve the performance of both echo cancellation and double-talk detection greatly compared to other algorithms
Keywords :
FIR filters; acoustic signal processing; adaptive filters; computational complexity; echo suppression; filtering theory; linear predictive coding; speech coding; LPC-based speech coders; acoustic echo cancellation integration; adaptive FIR filter; computational complexity; double-talk detection; double-talk detector; echo-path mismatch detection algorithm; variable step-size decorrelation; Acoustic signal detection; Adaptive filters; Computational complexity; Decoding; Decorrelation; Detection algorithms; Detectors; Echo cancellers; Finite impulse response filter; Speech;
Conference_Titel :
Communications and Information Technologies, 2006. ISCIT '06. International Symposium on
Conference_Location :
Bangkok
Print_ISBN :
0-7803-9741-X
Electronic_ISBN :
0-7803-9741-X
DOI :
10.1109/ISCIT.2006.339897