• 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