DocumentCode :
3614349
Title :
A calibrated subband beamforming algorithm for speech enhancement
Author :
Z. Yermeche;P.M. Garcia;N. Grbic;I. Claesson
Author_Institution :
Dept. of Telecommun. & Signal Process., Blekinge Inst. of Technol., Ronneby, Sweden
fYear :
2002
fDate :
6/24/1905 12:00:00 AM
Firstpage :
485
Lastpage :
489
Abstract :
The paper proposes a new calibrated adaptive frequency domain beamformer for speech enhancement. The beamformer is based on the principle of a soft constraint formed from calibration data, rather than precalculated from free-field assumptions. The benefit is that the real room acoustical properties are taken into account. The proposed algorithm continuously estimates the spatial information for each frequency band, based on weighting of the received data. The update of the beamforming weights is done recursively where the initial precalculated correlation estimates of the speech constitute a soft constraint. The soft constraint secures the spatial-temporal passage of the desired source signal, without the need of any speech detection. The performance is evaluated in real world scenarios, in both car and restaurant environments. Interference and noise suppression of more than 15 dB is accomplished, while very small distortion is measured for the source signal.
Keywords :
"Array signal processing","Speech enhancement","Frequency estimation","Interference constraints","Distortion measurement","Frequency domain analysis","Calibration","Recursive estimation","Interference suppression","Working environment noise"
Publisher :
ieee
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2002
Print_ISBN :
0-7803-7551-3
Type :
conf
DOI :
10.1109/SAM.2002.1191087
Filename :
1191087
Link To Document :
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