DocumentCode
1749637
Title
A multi-microphone signal subspace approach for speech enhancement
Author
Jabloun, Firas ; Champagne, Benoît
Author_Institution
Dept. of Electr. & Comput. Eng., McGill Univ., Montreal, Que., Canada
Volume
1
fYear
2001
fDate
2001
Firstpage
205
Abstract
We extend the single microphone signal subspace approach for speech enhancement, to a multi-microphone design. In the single microphone case, the tradeoff between speech quality and intelligibility is an handicap which limits its performance. This is because it is based on a linear speech model which does not usually offer enough degrees of freedom for noise reduction. In our method, we show how we can easily, and with comparable computational complexity, get more degrees, of freedom by using signals from more than one microphone. Experimental results show that this leads to improvements in the noise reduction performance
Keywords
acoustic noise; covariance matrices; eigenvalues and eigenfunctions; microphones; speech enhancement; intelligibility; multi-microphone signal subspace approach; noise reduction performance; speech enhancement; speech quality; Additive noise; Covariance matrix; Discrete Fourier transforms; Discrete transforms; Eigenvalues and eigenfunctions; Filters; Microphones; Noise reduction; Signal design; Speech enhancement;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location
Salt Lake City, UT
ISSN
1520-6149
Print_ISBN
0-7803-7041-4
Type
conf
DOI
10.1109/ICASSP.2001.940803
Filename
940803
Link To Document