Conference paper

KOCKMANN Marcel, BURGET Lukáš and ČERNOCKÝ Jan. Brno University of Technology System for Interspeech 2009 Emotion Challenge. In: Proc. Interspeech 2009. Brighton: International Speech Communication Association, 2009, pp. 348-351. ISSN 1990-9772.
Publication language:english
Original title:Brno University of Technology System for Interspeech 2009 Emotion Challenge
Title (cs):BUT systém pro Interspeech 2009 Emotion Challenge
Pages:348-351
Proceedings:Proc. Interspeech 2009
Conference:Interspeech 2009
Place:Brighton, GB
Year:2009
Journal:Proceedings of Interspeech, No. 9, FR
ISSN:1990-9772
Publisher:International Speech Communication Association
URL:http://www.fit.vutbr.cz/research/groups/speech/publi/2009/kockmann_is2009.pdf [PDF]
Keywords
Emotion recognition, GMM, MMI, JFA
Annotation
This paper describes Brno University of Technology (BUT) system for the Interspeech 2009 Emotion Challenge.
Abstract
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 Luk{\'{a}}{\v{s}} Burget and Jan
	{\v{C}}ernock{\'{y}}},
   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}
}

Your IPv4 address: 54.80.230.230
Switch to IPv6 connection

DNSSEC [dnssec]