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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.
  • 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. (en)
Title
  • Emotion Recognition from Spontaneous Slavic Speech
  • Emotion Recognition from Spontaneous Slavic Speech (en)
skos:prefLabel
  • Emotion Recognition from Spontaneous Slavic Speech
  • Emotion Recognition from Spontaneous Slavic Speech (en)
skos:notation
  • RIV/00216305:26220/12:PU100875!RIV15-MSM-26220___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(ED2.1.00/03.0072), P(FR-TI1/481), P(VG20102014033), S
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 134211
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26220/12:PU100875
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Emotion, Recognition, Slavic Speech, SVR (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [6F774A8BF734]
http://linked.open...v/mistoKonaniAkce
  • Kosice
http://linked.open...i/riv/mistoVydani
  • Neuveden
http://linked.open...i/riv/nazevZdroje
  • Proceedings of 3rd IEEE International Conference on Cognitive Infocommunications (CogInfoCom 2012)
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Atassi, Hicham
  • Esposito, Anna
  • Smékal, Zdeněk
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • Neuveden
https://schema.org/isbn
  • 978-1-4673-5185-0
http://localhost/t...ganizacniJednotka
  • 26220
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