• DocumentCode
    139628
  • Title

    A multi-band environment-adaptive approach to noise suppression for cochlear implants

  • Author

    Saki, Fatemeh ; Mirzahasanloo, Taher ; Kehtarnavaz, Nasser

  • Author_Institution
    Dept. of Electr. Eng., Univ. of Texas at Dallas, Richardson, TX, USA
  • fYear
    2014
  • fDate
    26-30 Aug. 2014
  • Firstpage
    1699
  • Lastpage
    1702
  • Abstract
    This paper presents an improved environment-adaptive noise suppression solution for the cochlear implants speech processing pipeline. This improvement is achieved by using a multi-band data-driven approach in place of a previously developed single-band data-driven approach. Seven commonly encountered noisy environments of street, car, restaurant, mall, bus, pub and train are considered to quantify the improvement. The results obtained indicate about 10% improvement in speech quality measures.
  • Keywords
    cochlear implants; medical signal processing; signal denoising; speech; speech processing; cochlear implant speech processing pipeline; multiband data-driven approach; multiband environment-adaptive noise suppression solution; single-band data-driven approach; Cochlear implants; Noise; Noise measurement; Pipelines; Speech; Speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
  • Conference_Location
    Chicago, IL
  • ISSN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2014.6943934
  • Filename
    6943934