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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
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" }