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
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