DocumentCode
2396942
Title
A multichannel speech enhancement method for functional MRI systems using a distributed microphone array
Author
Milani, Ali A. ; Kannan, Govind ; Panahi, Issa M S ; Briggs, Richard
fYear
2009
fDate
3-6 Sept. 2009
Firstpage
6946
Lastpage
6949
Abstract
Multichannel speech enhancement has been shown to be an effective method to decrease speech distortion introduced during speech enhancement, especially in environments like MRI (magnetic resonance imaging) which have a distributed noise source. However, these methods suffer from high computational complexity which makes them almost impractical. The use of subband filtering has been suggested to reduce this complexity but the performance of the existing subband methods deteriorate as the number of subbands increases. In this paper we introduce a new multichannel speech enhancement algorithm based on subband adaptive filtering that works for higher number of subbands at a lower complexity. The real-world experiments demonstrate the performance of the new scheme in an MRI room.
Keywords
adaptive filters; array signal processing; biomedical MRI; medical signal processing; microphone arrays; speech enhancement; distributed microphone array; distributed noise source; functional MRI systems; magnetic resonance imaging; multichannel speech enhancement method; speech distortion; subband adaptive filtering; Algorithms; Biomedical Engineering; Humans; Magnetic Resonance Imaging; Noise; Signal Processing, Computer-Assisted; Speech Acoustics;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location
Minneapolis, MN
ISSN
1557-170X
Print_ISBN
978-1-4244-3296-7
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2009.5333748
Filename
5333748
Link To Document