Publication Details

2016 BUT Babel system: Multilingual BLSTM acoustic model with i-vector based adaptation

KARAFIÁT Martin, BASKAR Murali K., MATĚJKA Pavel, VESELÝ Karel, GRÉZL František, BURGET Lukáš and ČERNOCKÝ Jan. 2016 BUT Babel system: Multilingual BLSTM acoustic model with i-vector based adaptation. In: Proceedings of Interspeech 2017. Stockholm: International Speech Communication Association, 2017, pp. 719-723. ISSN 1990-9772. Available from: http://www.isca-speech.org/archive/Interspeech_2017/pdfs/1775.PDF
Czech title
2016 systém VUT pro Babel: Multilingvální BLSTM akustický model s adaptací založenou na i-vektorech
Type
conference paper
Language
english
Authors
Karafiát Martin, Ing., Ph.D. (DCGM FIT BUT)
Baskar Murali K. (DCGM FIT BUT)
Matějka Pavel, Ing., Ph.D. (DCGM FIT BUT)
Veselý Karel, Ing., Ph.D. (DCGM FIT BUT)
Grézl František, Ing., Ph.D. (DCGM FIT BUT)
Burget Lukáš, doc. Ing., Ph.D. (DCGM FIT BUT)
Černocký Jan, prof. Dr. Ing. (DCGM FIT BUT)
URL
Keywords

Automatic speech recognition, Multilingual neural networks, Bidirectional Long Short Term Memory, i-vector,

Abstract

This article is about the 2016 BUT Babel system: Multilingual BLSTM acoustic model with i-vector based adaptation.

Published
2017
Pages
719-723
Journal
Proceedings of Interspeech - on-line, vol. 2017, no. 8, ISSN 1990-9772
Proceedings
Proceedings of Interspeech 2017
Conference
Interspeech Conference, Stockholm, SE
Publisher
International Speech Communication Association
Place
Stockholm, SE
DOI
10.21437/Interspeech.2017-1775
UT WoS
000457505000146
EID Scopus
2-s2.0-85039167658
BibTeX 
@INPROCEEDINGS{FITPUB11579,
   author = "Martin Karafi\'{a}t and K. Murali Baskar and Pavel Mat\v{e}jka and Karel Vesel\'{y} and Franti\v{s}ek Gr\'{e}zl and Luk\'{a}\v{s} Burget and Jan \v{C}ernock\'{y}",
   title = "2016 BUT Babel system: Multilingual BLSTM acoustic model with i-vector based adaptation",
   pages = "719--723",
   booktitle = "Proceedings of Interspeech 2017",
   journal = "Proceedings of Interspeech - on-line",
   volume = 2017,
   number = 08,
   year = 2017,
   location = "Stockholm, SE",
   publisher = "International Speech Communication Association",
   ISSN = "1990-9772",
   doi = "10.21437/Interspeech.2017-1775",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/11579"
}
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