Detail publikačního výsledku

Emotion Recognition from Spontaneous Slavic Speech

ATASSI, H.; SMÉKAL, Z.; ESPOSITO, A.

Originální název

Emotion Recognition from Spontaneous Slavic Speech

Anglický název

Emotion Recognition from Spontaneous Slavic Speech

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

Emotion, Recognition, Slavic Speech, SVR

Klíčová slova v angličtině

Emotion, Recognition, Slavic Speech, SVR

Autoři

ATASSI, H.; SMÉKAL, Z.; ESPOSITO, A.

Rok RIV

2013

Vydáno

02.12.2012

ISBN

978-1-4673-5185-0

Kniha

Proceedings of 3rd IEEE International Conference on Cognitive Infocommunications (CogInfoCom 2012)

Strany od

389

Strany do

394

Strany počet

6

BibTex

@inproceedings{BUT95587,
  author="Hicham {Atassi} and Zdeněk {Smékal} and Anna {Esposito}",
  title="Emotion Recognition from Spontaneous Slavic Speech",
  booktitle="Proceedings of 3rd IEEE International Conference on Cognitive Infocommunications (CogInfoCom 2012)",
  year="2012",
  number="3",
  pages="389--394",
  isbn="978-1-4673-5185-0"
}