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

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F16%3APU118972" target="_blank" >RIV/00216305:26220/16:PU118972 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

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

Original language description

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

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

JA - Electronics and optoelectronics

OECD FORD branch

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Project

Result was created during the realization of more than one project. More information in the Projects tab.

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2016

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Proceedings of the 22nd Conference STUDENT EEICT 2016

ISBN

978-80-214-5350-0

ISSN

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e-ISSN

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Number of pages

5

Pages from-to

538-542

Publisher name

Neuveden

Place of publication

Brno

Event location

Brno

Event date

Apr 28, 2016

Type of event by nationality

CST - Celostátní akce

UT code for WoS article

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