Title :
Adaptive beamformer for hands-free communication system in noisy environments
Author :
Dam, Hai Quang ; Nordholm, Sven ; Dam, Hai Huyen ; Low, Siow Yong
Author_Institution :
Western Australian Telecommun. Res. Inst., Nedlands, WA, Australia
Abstract :
The paper proposes a new adaptive algorithm for speech enhancement in hands-free communication systems. The scheme aims to enhance a target signal corrupted by background noise and by acoustic echo. The main idea is the incorporation of both the source and the interference short-term spectral amplitudes in the solution. These spectral components are estimated iteratively to provide a spectrally optimized constraint while the background noise statistics are estimated and updated continuously. Evaluations in a hands-free car environment show that the proposed algorithm is superior in suppressing both the noise and the interference even in a double-talk situation.
Keywords :
acoustic noise; adaptive signal processing; array signal processing; echo suppression; iterative methods; parameter estimation; random noise; spectral analysis; speech enhancement; acoustic echo cancellation; adaptive algorithm; adaptive beamforming; background noise statistics; hands-free communication system; iterative estimation; microphone arrays; spectral amplitudes; spectrally optimized constraint; speech enhancement; Acoustic noise; Adaptive algorithm; Background noise; Constraint optimization; Interference constraints; Interference suppression; Iterative algorithms; Speech enhancement; Statistics; Working environment noise;
Conference_Titel :
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN :
0-7803-8834-8
DOI :
10.1109/ISCAS.2005.1464723