Title :
Speech Enhancement in Functional MRI Environment using Adaptive Sub-Band Algorithms
Author :
Ramachandran, Vignesh R. ; Kannan, G. ; Milani, Alireza A. ; Panahi, Issa M. S.
Author_Institution :
Dept. of Electr. Eng., Texas Univ., Richardson, TX, USA
Abstract :
Very high level of acoustic noise in fMRI scanner rooms disrupts speech communication between the subject and the physician/researcher. Enhancing speech in such an environment is challenging due to the broadband and dynamic nature of the noise. Sub-band adaptive methods prove to be very effective in cancelling such noise. In this paper we present the results of using sub-band adaptive methods for enhancing speech corrupted by noise from a 3-Tesla fMRI scanner. We also observe that the performance depends on the synthesis filter bank structure.
Keywords :
acoustic noise; architectural acoustics; biomedical MRI; channel bank filters; interference suppression; speech enhancement; 3-Tesla fMRI scanner; acoustic noise cancellation; adaptive sub-band algorithms; fMRI scanner rooms; functional MRI environment; speech communication; speech enhancement; synthesis filter bank structure; Acoustic noise; Adaptive algorithm; Adaptive filters; Least squares approximation; Magnetic noise; Magnetic resonance imaging; Noise cancellation; Speech enhancement; Speech synthesis; Working environment noise; Speech enhancement; functional magnetic resonance imaging; sub-band algorithms;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.366242