DocumentCode :
2955756
Title :
Real-time automatic switching between noise suppression algorithms for deployment in cochlear implants
Author :
Gopalakrishna, Vanishree ; Kehtarnavaz, Nasser ; Loizou, Philipos C. ; Panahi, Issa
Author_Institution :
Dept. of Electr. Eng., Univ. of Texas at Dallas, Richardson, TX, USA
fYear :
2010
fDate :
Aug. 31 2010-Sept. 4 2010
Firstpage :
863
Lastpage :
866
Abstract :
Cochlear implant patients often complain about their difficulty in understanding speech in noisy environments. Currently a fixed noise suppression algorithm is used in cochlear implants regardless of the characteristics of the speech or noise environment. Access to an intelligent mechanism to determine the noise environment on-the-fly in order to automatically switch between different noise suppression algorithms in real-time can enhance patients experience with cochlear implants. In this paper, we report the first prototype system implementing such a real-time switching mechanism for automatic selection between two noise suppression algorithms designed for two commonly encountered noisy environments. The results obtained indicate the feasibility of this on-the-fly switching for actual deployment in cochlear implants.
Keywords :
cochlear implants; hearing; medical signal processing; noise abatement; cochlear implants; intelligent mechanism; noise suppression algorithms; noisy environments; on-the-fly switching; real-time automatic switching; speech perception; Classification algorithms; Cochlear implants; Noise; Signal processing algorithms; Speech; Switches; Wavelet packets; Algorithms; Artifacts; Cochlear Implants; Computer Systems; Equipment Design; Equipment Failure Analysis; Noise; Signal Processing, Computer-Assisted; Sound Spectrography;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4123-5
Type :
conf
DOI :
10.1109/IEMBS.2010.5628049
Filename :
5628049
Link To Document :
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