Towards an Automatic Monitoring of the Neurological State of Parkinson's Patients From Speech
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F16%3A00243286" target="_blank" >RIV/68407700:21230/16:00243286 - isvavai.cz</a>
Result on the web
<a href="http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=7472927&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D7472927" target="_blank" >http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=7472927&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D7472927</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/ICASSP.2016.7472927" target="_blank" >10.1109/ICASSP.2016.7472927</a>
Alternative languages
Result language
angličtina
Original language name
Towards an Automatic Monitoring of the Neurological State of Parkinson's Patients From Speech
Original language description
The suitability of articulation measures and speech intelligibility is evaluated to estimate the neurological state of patients with Parkinson’s disease (PD). A set of measures recently introduced to model the articulatory capability of PD patients is considered. Additionally, the speech intelligibility in terms of the word accuracy obtained from the Googler speech recognizer is included. Recordings of patients in three different languages are considered: Spanish, German, and Czech. Additionally, the proposed approach is tested on data recently used in the INTERSPEECH 2015 Computational Paralinguistics Challenge. According to the results, it is possible to estimate the neurological state of PD patients from speech with a Spearman’s correlation of up to 0.72 with respect to the evaluations performed by neurologist experts.
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
—
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
ISBN
978-1-4799-9988-0
ISSN
1520-6149
e-ISSN
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Number of pages
5
Pages from-to
6490-6494
Publisher name
IEEE Signal Processing Society
Place of publication
Piscataway
Event location
Shanghai
Event date
Mar 20, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000388373406129