Analysis of Vocal Disorders in a Feature Space

Lorenzo Matassini; Rainer Hegger; Holger Kantz; Claudia Manfredi

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arXiv · cond-mat/0009188

Analysis of Vocal Disorders in a Feature Space

Lorenzo Matassini·Rainer Hegger·Holger Kantz·Claudia Manfredi

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Abstract

This paper provides a way to classify vocal disorders for clinical applications. This goal is achieved by means of geometric signal separation in a feature space. Typical quantities from chaos theory (like entropy, correlation dimension and first lyapunov exponent) and some conventional ones (like autocorrelation and spectral factor) are analysed and evaluated, in order to provide entries for the feature vectors. A way of quantifying the amount of disorder is proposed by means of an healthy index that measures the distance of a voice sample from the centre of mass of both healthy and sick clusters in the feature space. A successful application of the geometrical signal separation is reported, concerning distinction between normal and disordered phonation.

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Lorenzo Matassini, Rainer Hegger, Holger Kantz, Claudia Manfredi. 2000-09-13. Analysis of Vocal Disorders in a Feature Space. https://arxiv.org/abs/cond-mat/0009188

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