Towards an Automatic Monitoring of the Neurological State of Parkinson's Patients From Speech

Kód výsledku v 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>

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

Towards an Automatic Monitoring of the Neurological State of Parkinson's Patients From Speech

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

Towards an Automatic Monitoring of the Neurological State of Parkinson's Patients From Speech

Popis výsledku anglicky

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.

Druh

D - Stať ve sborníku

CEP obor

JA - Elektronika a optoelektronika, elektrotechnika

OECD FORD obor

—

Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2016

Kód důvěrnosti údajů

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

Název statě ve sborníku

2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

ISBN

978-1-4799-9988-0

ISSN

1520-6149

e-ISSN

—

Počet stran výsledku

5

Strana od-do

6490-6494

Název nakladatele

IEEE Signal Processing Society

Místo vydání

Piscataway

Místo konání akce

Shanghai

Datum konání akce

20. 3. 2016

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000388373406129