Detail publikace

A speaker Independent Approach for Emotion Recognition

ATASSI, H. ESPOSITO, A.

Originální název

A speaker Independent Approach for Emotion Recognition

Typ

článek v časopise ve Web of Science, Jimp

Jazyk

angličtina

Originální abstrakt

The paper deals with speaker independent vocal emotion recognition. A new approach called "six by two" based on the division of the emotion recognitionprocess into two steps is presented. In the first step of the approach, a combination of selected acoustic features is used to classify six emotions. In the second step, two emotions with the highest likelihood are chosen from the first step to separate among them, for this purpose, a unique set of high-level acoustic features were selected using SFFS algorithm, these features were used to separate between each couple of emotions. For classification purposes, a Bayesian GMM classifier was used.

Klíčová slova

emotion, recognition, speech, GMM

Autoři

ATASSI, H.; ESPOSITO, A.

Rok RIV

2008

Vydáno

10. 11. 2008

Nakladatel

IEEE Comuter Society

Místo

Los Alamitos, California, USA

ISSN

1082-3409

Periodikum

Tools with artificial inteligence

Ročník

2008

Číslo

1

Stát

Spojené státy americké

Strany od

147

Strany do

152

Strany počet

5

BibTex

@article{BUT46781,
  author="Hicham {Atassi} and Anna {Esposito}",
  title="A speaker Independent Approach for Emotion Recognition",
  journal="Tools with artificial inteligence",
  year="2008",
  volume="2008",
  number="1",
  pages="147--152",
  issn="1082-3409"
}