Emotion Recognition from Spontaneous Slavic Speech

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F12%3APU100875" target="_blank" >RIV/00216305:26220/12:PU100875 - 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
Emotion Recognition from Spontaneous Slavic Speech
Original language description
In this paper, we present a new approach for automatic recognition of emotional expressions from spontaneous Slavic speech. The speech corpus used in experiments is built from speech extracts obtained from real call center recordings involving four Slavic languages: Czech, Polish, Russian and Slovak. Five different emotional states, namely: Anger, happiness, sadness, surprise and neutral are represented in the speech corpus. The proposed approach is based on mapping of discrete emotions into two dimensional space defined by the valence and the activation of emotions. This is carried out by using support vector regression combined with forward feature selection.
Czech name
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Czech description
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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)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of 3rd IEEE International Conference on Cognitive Infocommunications (CogInfoCom 2012)
ISBN
978-1-4673-5185-0
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
389-394
Publisher name
Neuveden
Place of publication
Neuveden
Event location
Kosice
Event date
Dec 2, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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