DocumentCode
3618235
Title
A subband space constrained beamformer incorporating voice activity detection [speech enhancement applications]
Author
A. Davis; Siow Yong Low;S. Nordholm;N. Grbic
Author_Institution
WA Telecomms. Res. Inst., Crawley, WA, Australia
Volume
3
fYear
2005
fDate
6/27/1905 12:00:00 AM
Abstract
This paper introduces a new subband adaptive space constrained beamforming structure for use in hands-free speech enhancement applications. The scheme incorporates a space constrained source model and voice activity information through the integration of a voice activity detector (VAD). The VAD information is used to estimate noise covariance information during non-speech periods and to optimally estimate the source power spectral density (PSD), which is used to provide a spectrally optimized constraint on the source. The proposed structure is evaluated in a real car environment, yielding results which compare well to the optimal Wiener solution where full knowledge of the source is known.
Keywords
"Speech enhancement","Space technology","Statistics","Working environment noise","Telecommunications","Australia","Array signal processing","Microphone arrays","Covariance matrix","Vectors"
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP ´05). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8874-7
Type
conf
DOI
10.1109/ICASSP.2005.1415647
Filename
1415647
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