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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, Pacific Grove, California.

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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.

Item type: Conference or Workshop Item (Paper)
ID code: 39137
Keywords: detection, cochlear hearing loss, applying wavelet packets, support vector machines , deafness , wavelet transforms , wavelet packets , training data , testing, support vector machines, support vector machine classification, frequency, feature extraction , discrete wavelet transforms, 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 14:07
Last modified: 22 May 2015 09:11
URI: http://strathprints.strath.ac.uk/id/eprint/39137

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