Title :
A frequency-domain double-talk detector combined with the regularized GMDF adaptive filter
Author :
Huang, Hsu-Chang ; Lee, Junghsi
Author_Institution :
Dept. of Electr. Eng., Yuan-Ze Univ., Taoyuan, Taiwan
Abstract :
Adaptive filter and double-talk detector (DTD) are two essential parts in acoustic echo cancellation of hands-free communications. The generalized frequency-domain multidelay adaptive filter (GMDF) is an attractive choice due to its convergence properties and computational parsimony. Very recently we presented a robust time-domain DTD equipped with a near-end voice detector, a double-to-single talk detector and two auxiliary filters. In this paper, we expand the work of to introduce a frequency-domain DTD combined with the regularized GMDF adaptive filter. Extensive simulations demonstrated the proposed system was capable of differentiating echo path changes from double-talk situation, and performed better than other competitive schemes.
Keywords :
acoustic signal processing; adaptive filters; echo suppression; acoustic echo cancellation; double-to-single talk detector; frequency-domain double-talk detector regularized GMDF adaptive filter; generalized frequency-domain multidelay adaptive filter; hands-free communications; near-end voice detector; Adaptive filters; Detectors; Echo cancellers; Filtering algorithms; Frequency domain analysis; Time domain analysis; Acoustic echo cancellation; MDF; NLMS; adaptive filter; double-talk detector;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6526-2
DOI :
10.1109/ICMLC.2010.5580806