DocumentCode :
148989
Title :
An automotive wideband stereo acoustic echo canceler using frequency-domain adaptive filtering
Author :
Jung, Marc-Andre ; Elshamy, Samy ; Fingscheidt, Tim
Author_Institution :
Inst. for Commun. Technol., Tech. Univ. Braunschweig, Braunschweig, Germany
fYear :
2014
fDate :
1-5 Sept. 2014
Firstpage :
1452
Lastpage :
1456
Abstract :
We present an improved state-space frequency-domain acoustic echo canceler (AEC), which makes use of Kalman filtering theory to achieve very good convergence performance, particularly in double talk. Our contribution can be considered threefold: The proposed approach is designed to suit an automotive wideband overlap-save (OLS) setup, to operate best in this distinctive use case. Second, we provide a temporal smoothing and overestimation approach for two particular noise covariance matrices to improve echo return loss enhancement (ERLE) performance. Furthermore, we integrate an adapted perceptually transparent decorrelation preprocessor, which makes use of human insensitivity against appropriately chosen frequency-selective phase modulation, to improve robustness against far-end impulse response changes.
Keywords :
Kalman filters; adaptive filters; automotive components; covariance matrices; echo; echo suppression; filtering theory; frequency-domain analysis; mechanical engineering computing; phase modulation; AEC; Kalman filtering theory; OLS setup; automotive wideband overlap-save setup; automotive wideband stereo acoustic echo canceler; echo return loss enhancement; frequency-domain adaptive filtering; frequency-selective phase modulation; noise covariance matrices; state-space frequency-domain acoustic echo canceler; transparent decorrelation preprocessor; Acoustics; Automotive engineering; Convergence; Decorrelation; Frequency-domain analysis; Noise; Speech; AEC; FDAF; automotive; decorrelation; preprocessor; wideband;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European
Conference_Location :
Lisbon
Type :
conf
Filename :
6952510
Link To Document :
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