Článek ve sborníku konference

 
Kockmann, M., Burget, L., Černocký, J.: Brno University of Technology System for Interspeech 2009 Emotion Challenge, In: Proc. Interspeech 2009, Brighton, GB, ISCA, 2009, s. 348-351, ISSN 1990-9772
Jazyk publikace:angličtina
Název publikace:Brno University of Technology System for Interspeech 2009 Emotion Challenge
Název (cs):BUT systém pro Interspeech 2009 Emotion Challenge
Strany:348-351
Sborník:Proc. Interspeech 2009
Konference:Interspeech 2009
Místo vydání:Brighton, GB
Rok:2009
Časopis:Proceedings of Interspeech, č. 9, FR
ISSN:1990-9772
Vydavatel:International Speech Communication Association
URL:http://www.fit.vutbr.cz/research/groups/speech/publi/2009/kockmann_is2009.pdf [PDF]
Klíčová slova
Emotion recognition, GMM, MMI, JFA
Anotace
Článek je o BUT systému pro Interspeech 2009 Emotion Challenge
Abstrakt
This paper describes Brno University of Technology (BUT) system for the Interspeech 2009 Emotion Challenge. Our submitted system for the Open Performance Sub-Challenge uses acoustic frame based features as a front-end and Gaussian Mixture Models as a back-end. Different feature types and modeling approaches successfully applied in speaker- and language recognition are investigated and we can achieve an 16% and 9% relative improvement over the best dynamic and static baseline system on the 5-class task, respectively.
BibTeX:
@INPROCEEDINGS{
   author = {Marcel Kockmann and Lukáš Burget and Jan Černocký},
   title = {Brno University of Technology System for Interspeech 2009
	Emotion Challenge},
   pages = {348--351},
   booktitle = {Proc. Interspeech 2009},
   journal = {Proceedings of Interspeech},
   number = {9},
   year = {2009},
   location = {Brighton, GB},
   publisher = {International Speech Communication Association},
   ISSN = {1990-9772},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=9043}
}