DocumentCode :
3404878
Title :
Speech enhancement using square microphone array for mobile devices
Author :
Takada, Shintaro ; Ogawa, Tetsuji ; Akagiri, Kenzo ; Kobayashi, Tetsunori
Author_Institution :
Dept. of Comput. Sci., Waseda Univ., Tokyo
fYear :
2008
fDate :
March 31 2008-April 4 2008
Firstpage :
313
Lastpage :
316
Abstract :
In this paper, we propose a new type of speech enhancement method that is suitable for mobile devices used in noisy environments. For the sake of achieving high-performance speech recognition and auditory perception in the mobile devices, disturbance noises have to be removed under the requirements of a space-saving microphone arrangement and a low computational cost. The proposed method can reduce both the directional and the diffuse noises under the requirements for the mobile devices by applying the square microphone array and the low-cost processing that consists of multiple null beam- forming, their minimum power channel selection and Wiener filtering. The effectiveness of the proposed method is clarified for speech recognition accuracies and speech qualities under the condition in which both the directional and the diffuse noises exist simultaneously: it reduced 40% of recognition errors and improved PESQ-based MOS value by 0.75 point.
Keywords :
Wiener filters; array signal processing; microphone arrays; mobile handsets; speech enhancement; speech recognition; Wiener filtering; auditory perception; diffuse noises; high-performance speech recognition; mobile devices; speech enhancement method; square microphone array; Acoustic noise; Computational efficiency; Microphone arrays; Mobile computing; Noise reduction; Spatial filters; Speech enhancement; Speech recognition; Wiener filter; Working environment noise; Wiener filtering; array signal processing; mobile devices; speech enhancement; speech recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on
Conference_Location :
Las Vegas, NV
ISSN :
1520-6149
Print_ISBN :
978-1-4244-1483-3
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2008.4517609
Filename :
4517609
Link To Document :
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