Title :
Combined acoustic echo and noise reduction using GSVD-based optimal filtering
Author :
Doclo, Simon ; Moonen, Marc ; De Clippel, Erik
Author_Institution :
Dept. of Electr. Eng., Katholieke Univ., Leuven, Belgium
Abstract :
This paper describes two schemes for combining acoustic echo and noise reduction using a GSVD-(generalized singular value decomposition-) based optimal filtering technique. The GSVD-based filtering technique is a signal enhancement technique which has previously been proposed for noise reduction in multi-microphone speech signals. In many speech communication applications however also a far-end echo source is present. Therefore a combined echo and noise reduction scheme is needed. The first scheme combines a standard multi-channel adaptive echo canceller with the GSVD-based noise reduction technique. The second scheme incorporates the far-end echo reference directly into the GSVD-based signal enhancement technique without cancelling the echo in every microphone signal. The two different schemes are compared with regard to performance and computational complexity
Keywords :
acoustic filters; acoustic signal processing; acoustic transducer arrays; echo suppression; microphones; singular value decomposition; speech enhancement; GSVD-based noise reduction technique; GSVD-based optimal filtering; acoustic echo reduction; computational complexity; far-end echo reference; far-end echo source; multi-channel adaptive echo canceller; multi-microphone speech signals; noise reduction; performance; signal enhancement technique; speech communication applications; Background noise; Computational complexity; Degradation; Echo cancellers; Filtering; Microphones; Noise reduction; Nonlinear filters; Oral communication; Speech enhancement;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
0-7803-6293-4
DOI :
10.1109/ICASSP.2000.859146