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
fDate :
Aug. 28 2012-Sept. 1 2012
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;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6346415