DocumentCode
2089099
Title
Adding real-time noise suppression capability to the cochlear implant PDA research platform
Author
Mirzahasanloo, Taher ; Gopalakrishna, V. ; Kehtarnavaz, Nasser ; Loizou, P.
Author_Institution
Dept. of Electr. Eng., Univ. of Texas at Dallas, Richardson, TX, USA
fYear
2012
fDate
Aug. 28 2012-Sept. 1 2012
Firstpage
2271
Lastpage
2274
Abstract
This paper presents the real-time implementation of an environment-adaptive noise suppression algorithm on an FDA-approved PDA platform for cochlear implant studies. This added capability involves identifying the background noise environment in real-time and adapting a data-driven noise suppression approach to that noise environment on-the-fly. Various software optimization steps are taken in order to achieve a real-time throughput on the PDA platform involving both the speech decomposition and the adaptive noise suppression components. Real-time timing results and a quantitative measure of noise suppression are presented.
Keywords
cochlear implants; medical computing; notebook computers; real-time systems; speech processing; FDA-approved PDA platform; adaptive noise suppression components; background noise environment; cochlear implant PDA research platform; data-driven noise suppression approach; environment-adaptive noise suppression algorithm; personal digital assistants; quantitative measurement; real-time implementation; real-time noise suppression capability; software optimization steps; speech decomposition; Cochlear implants; Noise; Noise measurement; Personal digital assistants; Real-time systems; Speech; Table lookup; Cochlear Implants; Computer Systems; Computers, Handheld; Humans; Signal-To-Noise Ratio; Software; Sound Spectrography; Speech Production Measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location
San Diego, CA
ISSN
1557-170X
Print_ISBN
978-1-4244-4119-8
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/EMBC.2012.6346415
Filename
6346415
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