DocumentCode :
417275
Title :
Speech enhancement based on multiple directivity patterns using a microphone array
Author :
Sekiya, Toshiyuki ; Kobayashi, Tetsunori
Author_Institution :
Dept. of Comput. Sci., Waseda Univ., Tokyo, Japan
Volume :
1
fYear :
2004
fDate :
17-21 May 2004
Abstract :
A novel speech segregation method using a microphone array with multiple directivities is proposed and applied to speech recognition under existence of disturbance speech. Conventional microphone array techniques use only single directivity of their own. It is very difficult for this kind of array technique to remove the influence of the disturbance. In our method, redundant simultaneous equations of the amplitudes of sound sources are generated by using these multiple directivities. The solution of these equations gives good estimates of disturbances. The spectral subtraction is applied with these estimates of disturbances, and the perfect enhancement of target speech is performed. The experimental results of double talk recognition with 20 K vocabulary show that the proposed enhancement technique is effective to achieve 45 % error reduction.
Keywords :
acoustic transducer arrays; microphones; speech enhancement; speech recognition equipment; background noise; continuous speech recognition; disturbance estimation; disturbance speech; double talk recognition; hands free speech recognition; microphone array; multiple directivity patterns; redundant simultaneous equations; sound sources; spectral subtraction; speech enhancement; speech segregation; Acoustic noise; Adaptive arrays; Equations; Frequency; Low-frequency noise; Microphone arrays; Phased arrays; Speech enhancement; Speech recognition; Working environment noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
ISSN :
1520-6149
Print_ISBN :
0-7803-8484-9
Type :
conf
DOI :
10.1109/ICASSP.2004.1326126
Filename :
1326126
Link To Document :
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