Towards Efficient Simultaneous Speech Translation: CUNI-KIT System for Simultaneous Track at IWSLT 2023
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F23%3A10475986" target="_blank" >RIV/00216208:11320/23:10475986 - isvavai.cz</a>
Result on the web
<a href="https://aclanthology.org/2023.iwslt-1.37/" target="_blank" >https://aclanthology.org/2023.iwslt-1.37/</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Towards Efficient Simultaneous Speech Translation: CUNI-KIT System for Simultaneous Track at IWSLT 2023
Original language description
In this paper, we describe our submission to the Simultaneous Track at IWSLT 2023. This year, we continue with the successful setup from the last year, however, we adopt the latest methods that further improve the translation quality. Additionally, we propose a novel online policy based on CTC. We show that the proposed CTC online policy can be applied to both streaming blockwise models and offline encoder-decoder models. We observe significant improvements in quality (up to 1.1 BLEU) and the computational footprint (up to 45% relative RTF).
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/GX19-26934X" target="_blank" >GX19-26934X: Neural Representations in Multi-modal and Multi-lingual Modeling</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 20th International Conference on Spoken Language Translation
ISBN
978-1-959429-84-5
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
389-396
Publisher name
Association for Computational Linguistics
Place of publication
Stroudsburg, PA, USA
Event location
Toronto, Canada
Event date
Jul 13, 2023
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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