• DocumentCode
    2700928
  • Title

    New generation intelligent hearing prosthetics

  • Author

    Radhakrishnan, A. ; Viswanathan, V. ; Gao, R. ; Tsoukalas, L.H. ; Bassens, S.

  • Author_Institution
    Purdue Univ., West Lafayette, IN, USA
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    270
  • Lastpage
    274
  • Abstract
    This article describes an endeavor to help the hearing impaired through the use of neuro-fuzzy methodologies to tune prosthetic hearing devices in an efficient and tractable manner. The integration of a graphical user interface, a hearing aid emulator module and a fuzzy inference engine into the framework of an intelligent tool that can be used to tune prosthetic hearing devices is described. The graphical user interface permits the extraction of perceptual information pertaining to the patient´s aural response to test stimuli in the form of speech patterns. This interface could significantly reduce the role of the acoustician in fine-tuning the hearing aid thereby reducing possible human error and facilitating a more direct involvement of the patient in the tuning procedure. A hearing aid emulator permits one to test the working of the entire tool in a device independent fashion. The test speech patterns are passed through a filter bank that mimics the frequency response of the hearing aid. Testing, simulation results and possible future work form the remainder of the paper
  • Keywords
    artificial intelligence; fuzzy neural nets; graphical user interfaces; hearing aids; prosthetics; device independent testing; filter bank; hearing aid emulator; hearing aid frequency response; hearing impaired assistance; neuro-fuzzy methodologies; new generation intelligent hearing prosthetics; perceptual information extraction; prosthetic hearing devices tuning; test speech patterns; Acoustic testing; Auditory system; Data mining; Engines; Graphical user interfaces; Humans; Page description languages; Prosthetics; Speech; Tuning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bio-Informatics and Biomedical Engineering, 2000. Proceedings. IEEE International Symposium on
  • Conference_Location
    Arlington, VA
  • Print_ISBN
    0-7695-0862-6
  • Type

    conf

  • DOI
    10.1109/BIBE.2000.889617
  • Filename
    889617