Detail publikace

Quantification of Prosodic Impairment in Patients with Idiopathic Parkinson's Disease

GALÁŽ, Z.

Originální název

Quantification of Prosodic Impairment in Patients with Idiopathic Parkinson's Disease

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

This paper deals with quantitative analysis of prosodic impairment in idiopathic Parkinson's disease (PD). Experimental dataset consisted of 97 PD patients and 55 healthy speakers. The prosodic features expressing monopitch, monoloudness and speech rate deficits are extracted from stress-modified reading task. Classification accuracies of 70.71 % for females, 70.03 % for males, and 63.20 % for a mixture of both gender were achieved. According to permutation test (1000 permutations, α = 0.01), the models were shown statistically significant. Promising potential of prosodic features to identify hypokinetic dysarthria was confirmed

Klíčová slova

Parkinson's disease, hypokinetic dysarthria, dysprosody, speech processing

Autoři

GALÁŽ, Z.

Vydáno

28. 4. 2016

Místo

Brno

ISBN

978-80-214-5350-0

Kniha

Proceedings of the 22nd Conference STUDENT EEICT 2016

Strany od

538

Strany do

542

Strany počet

5

BibTex

@inproceedings{BUT124426,
  author="Zoltán {Galáž}",
  title="Quantification of Prosodic Impairment in Patients with Idiopathic Parkinson's Disease",
  booktitle="Proceedings of the 22nd Conference STUDENT EEICT 2016",
  year="2016",
  pages="538--542",
  address="Brno",
  isbn="978-80-214-5350-0"
}