Title :
Double affine projection algorithm-based speech enhancement algorithm
Author_Institution :
Electr. Eng. Dept., Ecole de Technol. Super., Montreal, Que., Canada
Abstract :
A symmetric feedback implementation scheme for two microphones speech enhancement is presented. We consider the coupling systems modeled as a linear time-invariant finite impulse response (FIR) filter and propose a new recursive-based adaptive filter solution to enhance the noisy speech. The optimum filter weight adaptation is based on a double affine projection algorithm (DAPA). This approach can be extended for a subclass of signal separations where the direct link is stronger than the interference link in both channels. A comparative study with other adaptive algorithms shows the superiority of the DAPA in performance improvement.
Keywords :
FIR filters; acoustic noise; adaptive filters; feedback; recursive filters; source separation; speech enhancement; adaptive filter; double affine projection algorithm; filter weight adaptation; finite impulse response filter; linear time-invariant FIR filter; recursive filter; signal separation; speech enhancement; symmetric feedback; Adaptive algorithm; Adaptive filters; Feedback; Finite impulse response filter; Interference; Microphones; Nonlinear filters; Projection algorithms; Source separation; Speech enhancement;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1198928