Result Details
Brno University of Technology System for Interspeech 2009 Emotion Challenge
KOCKMANN, M.; BURGET, L.; ČERNOCKÝ, J. Brno University of Technology System for Interspeech 2009 Emotion Challenge. Proc. Interspeech 2009. Proceedings of Interspeech. Brighton: International Speech Communication Association, 2009. no. 9, p. 348-351. ISSN: 1990-9772.
Type
conference paper
Language
English
Authors
Kockmann Marcel, Dipl.-Ing., Ph.D., FIT (FIT), DCGM (FIT)
Burget Lukáš, doc. Ing., Ph.D., DCGM (FIT)
Černocký Jan, prof. Dr. Ing., DCGM (FIT)
Burget Lukáš, doc. Ing., Ph.D., DCGM (FIT)
Černocký Jan, prof. Dr. Ing., DCGM (FIT)
Abstract
This paper describes Brno University of Technology (BUT) systemfor the Interspeech 2009 Emotion Challenge.
Keywords
Emotion recognition, GMM, MMI, JFA
URL
Annotation
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.
Published
2009
Pages
348–351
Journal
Proceedings of Interspeech, no. 9, ISSN 1990-9772
Proceedings
Proc. Interspeech 2009
Conference
Interspeech Conference
Publisher
International Speech Communication Association
Place
Brighton
BibTeX
@inproceedings{BUT33742,
author="Marcel {Kockmann} and Lukáš {Burget} and Jan {Černocký}",
title="Brno University of Technology System for Interspeech 2009 Emotion Challenge",
booktitle="Proc. Interspeech 2009",
year="2009",
journal="Proceedings of Interspeech",
number="9",
pages="348--351",
publisher="International Speech Communication Association",
address="Brighton",
issn="1990-9772",
url="http://www.fit.vutbr.cz/research/groups/speech/publi/2009/kockmann_is2009.pdf"
}
Projects
Research and development of corpus and speech technologies in new generation of electronic dictionaries, MPO, TANDEM, FT-TA3/006, start: 2006-06-01, end: 2009-12-31, completed
Security-Oriented Research in Information Technology, MŠMT, Institucionální prostředky SR ČR (např. VZ, VC), MSM0021630528, start: 2007-01-01, end: 2013-12-31, running
Speech Recognition under Real-World Conditions, GACR, Standardní projekty, GA102/08/0707, start: 2008-01-01, end: 2011-12-31, completed
Security-Oriented Research in Information Technology, MŠMT, Institucionální prostředky SR ČR (např. VZ, VC), MSM0021630528, start: 2007-01-01, end: 2013-12-31, running
Speech Recognition under Real-World Conditions, GACR, Standardní projekty, GA102/08/0707, start: 2008-01-01, end: 2011-12-31, completed
Research groups
Speech Data Mining Research Group BUT Speech@FIT (RG SPEECH)
Departments