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GALÁŽ, Z.
Originální název
Preliminary Acoustic Analysis of Noise Components in Patients In Parkinsons Disease
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
angličtina
Originální abstrakt
This paper deals with acoustic analysis of noise components extracted from speech signals of patients with Parkinsons disease (PD) who recited a poem. Experimental dataset consisted of 97 PD patients with different disease progress and 55 healthy controls (HC). The analysis is based on parametrization of 2 rhymes recitation using dysphonia features. We obtained classification accuracy 76.66% for female speakers, 69.65% for male speakers and 69.24% for the mixture of both genders
Klíčová slova
Parkinsons disease, Empirical Mode Decomposition, hypokinetic dysarthria, dysphonia
Autoři
Rok RIV
2015
Vydáno
23. 4. 2015
Místo
Brno
ISBN
978-80-214-5148-3
Kniha
Proceedings of the 21st Conference STUDENT EEICT 2015
ISSN
NEUVEDENO
Strany od
476
Strany do
480
Strany počet
5
BibTex
@inproceedings{BUT114620, author="Zoltán {Galáž}", title="Preliminary Acoustic Analysis of Noise Components in Patients In Parkinsons Disease", booktitle="Proceedings of the 21st Conference STUDENT EEICT 2015", year="2015", pages="476--480", address="Brno", isbn="978-80-214-5148-3" }