A novel approach to detect cochlear hearing loss

Dietl, H. and Weiss, S. (2004) A novel approach to detect cochlear hearing loss. In: 6th International Conference on Mathematics in Signal Processing, 2004-12-14 - 2004-12-16.

[img]
Preview
 PDF
dietl04c.pdf
Accepted Author Manuscript
Download (58kB)| Preview

    Abstract

    The aim of this paper is to evaluate the application of time-frequency (TF) transforms and support vector machines (SVM) to transient evoked otoacoustic emissions (TEOAE) in order to achieve a detection of frequency-specific hearing loss. We introduce a system to determine detection rates between groups of persons with normal hearing, high frequency hearing loss, and pantonal hearing loss. The validity and use of our approach is verified on a different patient group.

    Creators(s): Dietl, H. and Weiss, S. ORCID logoORCID: https://orcid.org/0000-0002-3486-7206;
    Item type:Conference or Workshop Item(Paper)
    ID code:39139
    Keywords:novel approach, detect, cochlear hearing loss, time-frequency, support vector machines, transient evoked otoacoustic, Electrical engineering. Electronics Nuclear engineering
    Subjects:Technology > Electrical engineering. Electronics Nuclear engineering
    Department:Faculty of Engineering > Electronic and Electrical Engineering
    Depositing user: Pure Administrator
    Date deposited:12 Apr 2012 14:19
    Last modified:27 Nov 2020 02:59
    URI:https://strathprints.strath.ac.uk/id/eprint/39139
    Export data:
    CORE (COnnecting REpositories)