@inproceedings{luu-bojar-2025-cuni,
title = "{CUNI}-{NL}@{IWSLT} 2025: End-to-end Offline Speech Translation and Instruction Following with {LLM}s",
author = "Luu, Nam and
Bojar, Ond{\v{r}}ej",
editor = "Salesky, Elizabeth and
Federico, Marcello and
Anastasopoulos, Antonis",
booktitle = "Proceedings of the 22nd International Conference on Spoken Language Translation (IWSLT 2025)",
month = jul,
year = "2025",
address = "Vienna, Austria (in-person and online)",
publisher = "Association for Computational Linguistics",
url = "https://preview.aclanthology.org/landing_page/2025.iwslt-1.28/",
pages = "282--288",
ISBN = "979-8-89176-272-5",
abstract = "This paper describes the CUNI-NL team{'}s submission to the IWSLT 2025 Offline Speech Translation and Instruction Following tasks, focusing on transcribing the English audio, and translating the English audio to German text. Our systems follow the end-to-end approach, where each system consists of a pretrained, frozen speech encoder, along with a medium-sized large language model fine-tuned with LoRA on three tasks: 1) transcribing the English audio; 2) directly translating the English audio to German text; and 3) a combination of the above two tasks, i.e. simultaneously transcribing the English audio and translating the English audio to German text."
}
Markdown (Informal)
[CUNI-NL@IWSLT 2025: End-to-end Offline Speech Translation and Instruction Following with LLMs](https://preview.aclanthology.org/landing_page/2025.iwslt-1.28/) (Luu & Bojar, IWSLT 2025)
ACL