Emotional Impact on Neurological Characteristics and Human Speech
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86090871" target="_blank" >RIV/61989100:27240/14:86090871 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/14:86090871
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-07773-4_52" target="_blank" >http://dx.doi.org/10.1007/978-3-319-07773-4_52</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-07773-4_52" target="_blank" >10.1007/978-3-319-07773-4_52</a>
Alternative languages
Result language
angličtina
Original language name
Emotional Impact on Neurological Characteristics and Human Speech
Original language description
This article discusses impact of human emotions on physiological characteristics and their changes. Many fields require applications that provide information about the emotional state of a human. Today's research is mainly concerned with increasing the accuracy of the methodology for obtaining this information. Studied subjects were psychologically stimulated to change their neutral calm state to stress. Subjects were measured physiological characteristics and the change of speech also. Blood samples, ECG and EEG form part of the neurophysiological data that were collected during the neutral state and during stress. Voice activity was recorded from reading text that read, patients in both emotional state. Features extraction was focused on the Mel-frequency Cepstral coefficients and their dynamic and accelerated derivations. Change in emotional state from neutral to stress was recognized by using a GMM classifier that has been trained and tested by mentioned speech features. Psychological stimulus was induced using professional psychological methods. The measurement was performed in a special EMC interference protected chamber to prevent undesirable electrical influences from the external environment especially on sensitive EEG measurement.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
JC - Computer hardware and software
OECD FORD branch
—
Result continuities
Project
<a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>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
Advances in Intelligent Systems and Computing. Volume 298
ISBN
978-3-319-07772-7
ISSN
2194-5357
e-ISSN
—
Number of pages
7
Pages from-to
527-533
Publisher name
Springer
Place of publication
Berlin
Event location
Shenzhen
Event date
Jun 13, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—