Publication Details

Improving TRAPS features using LDA

GRÉZL František, BURGET Lukáš, JAIN Pratibha and ČERNOCKÝ Jan. Improving TRAPS features using LDA. In: Proc. 12th International scientific conference Radioelektronika 2002. Bratislava: Slovak University of Technology in Bratislava, 2002, p. 4. ISBN 80-227-1700-2.
Czech title
Zlepšení TRAPS rysů užitím LDA
Type
conference paper
Language
english
Authors
Grézl František, Ing., Ph.D. (DCGM FIT BUT)
Burget Lukáš, doc. Ing., Ph.D. (DCGM FIT BUT)
Jain Pratibha, Msc. (OGI)
Černocký Jan, prof. Dr. Ing. (DCGM FIT BUT)
Keywords

speech recognition, TRAPs, LDA, temporal patterns

Abstract

Improving TRAPS features using LDA

Annotation

The goal of this work was to make TRAPS (Temporal Patterns) system smaller and more accurate. Linear Discrimination Analysis (LDA) was used for reducing the dimensionality of temporal vectors. Different ways of processing of these TRAPS-LDA features were tested. Results are promising for further investigation.

Published
2002
Pages
4
Proceedings
Proc. 12th International scientific conference Radioelektronika 2002
Conference
12th International Czech-Slovak Scientific conference Radioelektronika 2002, Bratislava, SK
ISBN
80-227-1700-2
Publisher
Slovak University of Technology in Bratislava
Place
Bratislava, SK
BibTeX 
@INPROCEEDINGS{FITPUB7028,
   author = "Franti\v{s}ek Gr\'{e}zl and Luk\'{a}\v{s} Burget and Pratibha Jain and Jan \v{C}ernock\'{y}",
   title = "Improving TRAPS features using LDA",
   pages = 4,
   booktitle = "Proc. 12th International scientific conference Radioelektronika 2002",
   year = 2002,
   location = "Bratislava, SK",
   publisher = "Slovak University of Technology in Bratislava",
   ISBN = "80-227-1700-2",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/7028"
}
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