Abstract
In this paper, we describe our submission to the Simultaneous Speech Translation at IWSLT 2022. We explore strategies to utilize an offline model in a simultaneous setting without the need to modify the original model. In our experiments, we show that our onlinization algorithm is almost on par with the offline setting while being 3x faster than offline in terms of latency on the test set. We also show that the onlinized offline model outperforms the best IWSLT2021 simultaneous system in medium and high latency regimes and is almost on par in the low latency regime. We make our system publicly available.
Original language | English |
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Title of host publication | Proceedings of the 19th International Conference on Spoken Language Translation (IWSLT 2022) |
Publisher | Association for Computational Linguistics |
Pages | 277-285 |
Number of pages | 9 |
ISBN (Print) | 9781955917414 |
Publication status | Published - May 2022 |
Event | The International Conference on Spoken Language Translation - Dublin, Ireland Duration: 26 May 2022 → 27 May 2022 https://iwslt.org/2022/ |
Conference
Conference | The International Conference on Spoken Language Translation |
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Abbreviated title | 19th IWSLT |
Country/Territory | Ireland |
City | Dublin |
Period | 26/05/22 → 27/05/22 |
Internet address |