DocumentCode
2003027
Title
Emotion recognition in audio records
Author
Pavaloi, I. ; Musca, E. ; Rotaru, Florin
Author_Institution
Iasi Branch, Inst. of Comput. Sci., Iasi, Romania
fYear
2013
fDate
11-12 July 2013
Firstpage
1
Lastpage
4
Abstract
A novel approach to find the combination of acoustic features producing a more robust automatic recognition of a speaker emotion is proposed. Four discrete emotional states are classified. The emotional speech corpora used for training and evaluation are described in detail. The emotion recognition model using acoustic features is presented. The results achieved are presented and discussed.
Keywords
audio recording; emotion recognition; speech processing; acoustic feature; audio records; discrete emotional state; emotion recognition; speaker emotion automatic recognition; speech corpora; Acoustics; Context; Emotion recognition; Speech; Speech recognition; Support vector machine classification; Training;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Circuits and Systems (ISSCS), 2013 International Symposium on
Conference_Location
Iasi
Print_ISBN
978-1-4799-3193-4
Type
conf
DOI
10.1109/ISSCS.2013.6651236
Filename
6651236
Link To Document