Detail publikace

Czech Speech Recognizer for Multiple Environments

GLEMBEK Ondřej, KARAFIÁT Martin, BURGET Lukáš a ČERNOCKÝ Jan. Czech Speech Recognizer for Multiple Environments. In: Radioeletronika 2006. Bratislava, 2006, s. 1-4.
Název česky
Rozpoznávač češtiny pro různá prostředí
Typ
článek ve sborníku konference
Jazyk
angličtina
Autoři
Glembek Ondřej, Ing., Ph.D. (UPGM FIT VUT)
Karafiát Martin, Ing., Ph.D. (UPGM FIT VUT)
Burget Lukáš, doc. Ing., Ph.D. (UPGM FIT VUT)
Černocký Jan, prof. Dr. Ing. (UPGM FIT VUT)
URL
Abstrakt

This paper presents our work on building a largevocabulary continuous speech recognition (LVCSR) system for Czech, capable of op eration in multiple environments. SpeeCon and Temic speech databases were used to define a data-set for training acoustic models, attention was paid to unification of these two resources. The test set was also defined using these corp ora with careful choice of segments not overlapping with the training data. The system was completed by a language model trained on Czech National corpus. The recognition was performed using DUCoder an LVCSR stack decoder. Experimental results on the LVCSR task give a reference score of the system for future improvements.

Rok
2006
Strany
1-4
Sborník
Radioeletronika 2006
Konference
16th International Czech-Slovak Scientific conference Radioelektronika 2006, Bratislava, SK
Místo
Bratislava, SK
BibTeX 
@INPROCEEDINGS{FITPUB8219,
   author = "Ond\v{r}ej Glembek and Martin Karafi\'{a}t and Luk\'{a}\v{s} Burget and Jan \v{C}ernock\'{y}",
   title = "Czech Speech Recognizer for Multiple Environments",
   pages = "1--4",
   booktitle = "Radioeletronika 2006",
   year = 2006,
   location = "Bratislava, SK",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/8219"
}
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