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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.

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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.