Detail publikačního výsledku

Preliminary Acoustic Analysis of Noise Components in Patients In Parkinsons Disease

GALÁŽ, Z.

Originální název

Preliminary Acoustic Analysis of Noise Components in Patients In Parkinsons Disease

Anglický název

Preliminary Acoustic Analysis of Noise Components in Patients In Parkinsons Disease

Druh

Stať ve sborníku v databázi WoS či Scopus

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

Anglický 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

Klíčová slova v angličtině

Parkinsons disease, Empirical Mode Decomposition, hypokinetic dysarthria, dysphonia

Autoři

GALÁŽ, Z.

Rok RIV

2016

Vydáno

23.04.2015

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"
}