Title :
A VAD-based switch fast LMS/Newton algorithm for acoustic echo cancellation
Author :
Yuan, W.Y. ; Zhou, Y. ; Huang, Z.Y. ; Liu, H.Q.
Author_Institution :
School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, China
Abstract :
This paper studies a new switch fast LMS/Newton algorithm for acoustic echo cancellation. By employing the envelop tracking voice activity detection technique, an efficient switch scheme is developed, which can help the proposed algorithm distinguish the significant and insignificant input speech periods and thus work between the fast LMS/Newton and NLMS modes, respectively. Hence, convergence can be improved when the input excitation is sufficient and the computational complexity can be reduced when the input is relatively weak. Finally, simulations are conducted to prove the efficiency of the proposed algorithm.
Keywords :
Acoustics; Algorithm design and analysis; Complexity theory; Convergence; Least squares approximations; Speech; Switches; AEC; NLMS; VAD; fast LMS/Newton;
Conference_Titel :
Digital Signal Processing (DSP), 2015 IEEE International Conference on
Conference_Location :
Singapore, Singapore
DOI :
10.1109/ICDSP.2015.7252021