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
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"
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP ´05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1415647