Publication Details

Improving Language Models for ASR Using Translated In-domain Data

KOMBRINK Stefan, MIKOLOV Tomáš, KARAFIÁT Martin and BURGET Lukáš. Improving Language Models for ASR Using Translated In-domain Data. In: Proceedings of 2012 IEEE International Conference on Acoustics, Speech and Signal Processing. Kyoto: IEEE Signal Processing Society, 2012, pp. 4405-4408. ISBN 978-1-4673-0044-5.
Czech title
Vylepšení jazykových modelů pro rozpoznávání řeči pomocí přeložených dat z cílové oblasti
Type
conference paper
Language
english
Authors
Kombrink Stefan, Dipl.-Inf -Ling (DCGM FIT BUT)
Mikolov Tomáš, Ing. (DCGM FIT BUT)
Karafiát Martin, Ing., Ph.D. (DCGM FIT BUT)
Burget Lukáš, doc. Ing., Ph.D. (DCGM FIT BUT)
URL
Keywords

Low Resource ASR, Language Modeling, Machine Translation

Abstract

This paper descibes how to do the acquisition of in-domain training data for the puspose of building speech recognition systems for under-resourced languages.

Published
2012
Pages
4405-4408
Proceedings
Proceedings of 2012 IEEE International Conference on Acoustics, Speech and Signal Processing
Conference
The 37th International Conference on Acoustics, Speech, and Signal Processing, Kyoto, JP
ISBN
978-1-4673-0044-5
Publisher
IEEE Signal Processing Society
Place
Kyoto, JP
DOI
10.1109/ICASSP.2012.6288896
BibTeX 
@INPROCEEDINGS{FITPUB9927,
   author = "Stefan Kombrink and Tom\'{a}\v{s} Mikolov and Martin Karafi\'{a}t and Luk\'{a}\v{s} Burget",
   title = "Improving Language Models for ASR Using Translated In-domain Data",
   pages = "4405--4408",
   booktitle = "Proceedings of 2012 IEEE International Conference on Acoustics, Speech and Signal Processing",
   year = 2012,
   location = "Kyoto, JP",
   publisher = "IEEE Signal Processing Society",
   ISBN = "978-1-4673-0044-5",
   doi = "10.1109/ICASSP.2012.6288896",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/9927"
}
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