DocumentCode :
394669
Title :
Acoustic beamforming exploiting directionality of human speech sources
Author :
Betlehem, Terence ; Williamson, Robert C.
Author_Institution :
RSISE, Australian Nat. Univ., Canberra, ACT, Australia
Volume :
5
fYear :
2003
fDate :
6-10 April 2003
Abstract :
This paper examines the improvement that can be attained with perfect knowledge of the sound source directivity pattern and orientation in beamformer designs in the problem of speech acquisition. Data-independent beamformers are derived through formulation of a constrained optimization problem with a unity-gain constraint. Using computer simulation, these beamforming schemes are compared to the delay and sum (DS) beamformer and the best single sensor in a reverberant room environment. Criteria used to measure performance are: (1) the direct to reverberant ratio, to assess extent of reverberation suppression; and (2) an objective measure of speech intelligibility called the speech transmission index (STI). For human-speaker source directivity, simulation results show that modest improvements to performance are obtainable.
Keywords :
acoustic signal detection; acoustic signal processing; direction-of-arrival estimation; echo suppression; optimisation; reverberation; speech intelligibility; acoustic beamforming; constrained optimization problem; data-independent beamformers; direct to reverberant ratio; human speech source directionality; human-speaker source directivity; objective measure; orientation; perfect knowledge; performance measure; reverberant room environment; reverberation suppression; sound source directivity pattern; speech acquisition; speech intelligibility; speech transmission index; unity-gain constraint; Array signal processing; Australia; Filters; Frequency; Humans; Microphone arrays; Reverberation; Sensor arrays; Speech; Transfer functions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
ISSN :
1520-6149
Print_ISBN :
0-7803-7663-3
Type :
conf
DOI :
10.1109/ICASSP.2003.1199961
Filename :
1199961
Link To Document :
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