Automatic detection of Parkinson's disease fromwords uttered in three different languages
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F14%3A00221984" target="_blank" >RIV/68407700:21230/14:00221984 - isvavai.cz</a>
Result on the web
<a href="http://www.interspeech2014.org/public.php?page=home.html" target="_blank" >http://www.interspeech2014.org/public.php?page=home.html</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Automatic detection of Parkinson's disease fromwords uttered in three different languages
Original language description
About 90% of the people with Parkinson's disease (PD) develop speech impairments such as monopitch, monoloudness, imprecise articulation, and other symptoms. There are several studies addressing the problem of the automatic detection of PD from speech signals in order to develop computer aided tools for the assessment and monitoring of the patients. Recent works have shown that it is possible to detect PD from speech with accuracies above 90%; however, it is still unclear whether it is possible to makethe detection independent of the spoken language. This paper addresses the automatic detection of PD considering speech recordings of three languages: German, Spanish and Czech. According to the results it is possible to classify between speech of peoplewith PD and healthy controls (HC) with accuracies ranging from 84% to 99%, depending on the utterance.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JA - Electronics and optoelectronics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GAP102%2F12%2F2230" target="_blank" >GAP102/12/2230: Acoustic voice and speech analysis in patients with central nervous system disorders</a><br>
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2014
ISBN
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ISSN
2308-457X
e-ISSN
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Number of pages
5
Pages from-to
1573-1577
Publisher name
International Speech and Communication Association
Place of publication
F-66390 BAIXAS
Event location
Singapore
Event date
Sep 14, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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