Detection of cochlear hearing loss applying wavelet packets and support vector machines

Dietl, H. and Weiss, S. (2004) Detection of cochlear hearing loss applying wavelet packets and support vector machines. In: 38th Asilomar Conference on Signals, Systems and Computers, 2004-11-07 - 2004-11-10. (https://doi.org/10.1109/ACSSC.2004.1399421)

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Abstract

The aim of this paper is to evaluate the application of the wavelet packet transform (WP) 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.

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• Item metadata

  Item type:	Conference or Workshop Item(Paper)
  ID code:	39137
  Dates:	Date Event November 2004 Published
  Subjects:	Technology > Electrical engineering. Electronics Nuclear engineering
  Department:	Faculty of Engineering > Electronic and Electrical Engineering
  Depositing user:	Pure Administrator
  Date deposited:	12 Apr 2012 14:07
  Last modified:	09 Apr 2024 05:01
  URI:	https://strathprints.strath.ac.uk/id/eprint/39137