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Vowel Articulation Distortion in Parkinson’s Disease

Authors :
Milena Kostalova
Pedro Gómez-Vilda
Andrés Gómez-Rodellar
Irena Rektorová
Zdenek Smekal
Jiri Mekyska
Victoria Rodellar-Biarge
Ilona Eliasova
Daniel Palacios-Alonso
José Manuel Ferrández-Vicente
Source :
Biomedical Applications Based on Natural and Artificial Computing ISBN: 9783319597720, IWINAC (2)
Publication Year :
2017
Publisher :
Springer International Publishing, 2017.

Abstract

Neurodegenerative pathologies produce important distortions in speech. Parkinson’s Disease (PD) leaves marks in fluency, prosody, articulation and phonation. Certain measurements based in configurations of the articulation organs inferred from formant positions, as the Vocal Space Area (VSA) or the Formant Centralization Ratio (FCR) have been classically used in this sense, but these markers represent mainly the static positions of sustained vowels on the vowel triangle. The present study proposes a measurement based on the mutual information contents of kinematic correlates derived from formant dynamics. An absolute kinematic velocity associated to the position of the articulation organs, involving the jaw and tongue is estimated and modelled statistically. The distribution of this feature is rather different in PD patients than in normative speakers when sustained vowels are considered. Therefore, articulation failures may be detected even in single sustained vowels. The study has processed a limited database of 40 female and 54 male PD patients, contrasted to a very selected and stable set of normative speakers. Distances based on Kullback-Leibler’s Divergence have shown to be sensitive to PD articulation instability. Correlation measurements show that the distance proposed shows statistically relevant relationship with certain motor and non-motor behavioral observations, as freezing of gait, or sleep disorders. These results point out to the need of defining scoring scales specifically designed for speech-based diagnose and monitoring methodologies in degenerative diseases of neuromotor origin.

Details

ISBN :
978-3-319-59772-0
ISBNs :
9783319597720
Database :
OpenAIRE
Journal :
Biomedical Applications Based on Natural and Artificial Computing ISBN: 9783319597720, IWINAC (2)
Accession number :
edsair.doi...........f9d9114f7c60f593d5233acaa9b874f7
Full Text :
https://doi.org/10.1007/978-3-319-59773-7_3