Publication Details

Jointly Trained Transformers Models for Spoken Language Translation

VYDANA Hari K., KARAFIÁT Martin, ŽMOLÍKOVÁ Kateřina, BURGET Lukáš and ČERNOCKÝ Jan. Jointly Trained Transformers Models for Spoken Language Translation. In: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Toronto, Ontario: IEEE Signal Processing Society, 2021, pp. 7513-7517. ISBN 978-1-7281-7605-5.
Czech title
Společně trénované modely založené na Transformerech pro automatický překlad mluvené řeči
Type
conference paper
Language
english
Authors
Keywords

Spoken Language Translation, Transformers, Joint training, How2 dataset, Auxiliary loss, ASR objective, Coupled decoding, End-to-End differentiable pipeline.

Published
2021
Pages
7513-7517
Proceedings
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Conference
2021 IEEE International Conference on Acoustics, Speech and Signal Processing, Toronto, CA
ISBN
978-1-7281-7605-5
Publisher
IEEE Signal Processing Society
Place
Toronto, Ontario, CA
DOI
BibTeX
@INPROCEEDINGS{FITPUB12522,
   author = "K. Hari Vydana and Martin Karafi\'{a}t and Kate\v{r}ina \v{Z}mol\'{i}kov\'{a} and Luk\'{a}\v{s} Burget and Jan \v{C}ernock\'{y}",
   title = "Jointly Trained Transformers Models for Spoken Language Translation",
   pages = "7513--7517",
   booktitle = "ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)",
   year = 2021,
   location = "Toronto, Ontario, CA",
   publisher = "IEEE Signal Processing Society",
   ISBN = "978-1-7281-7605-5",
   doi = "10.1109/ICASSP39728.2021.9414159",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/12522"
}
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