SpeechT: Findings of the First Mentorship in Speech Translation

Yasmin Moslem; Juan Julián Cea Morán; Mariano Gonzalez-Gomez; Muhammad Hazim Al Farouq; Farah Abdou; Satarupa Deb

SpeechT: Findings of the First Mentorship in Speech Translation

Yasmin Moslem, Juan Julián Cea Morán, Mariano Gonzalez-Gomez, Muhammad Hazim Al Farouq, Farah Abdou, Satarupa Deb

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Abstract

This work presents the details and findings of the first mentorship in speech translation (SpeechT), which took place in December 2024 and January 2025. To fulfil the mentorship requirements, the participants engaged in key activities, including data preparation, modelling, and advanced research. The participants explored data augmentation techniques and compared end-to-end and cascaded speech translation systems. The projects covered various languages other than English, including Arabic, Bengali, Galician, Indonesian, Japanese, and Spanish.

Anthology ID:: 2025.mtsummit-2.8
Volume:: Proceedings of Machine Translation Summit XX: Volume 2
Month:: June
Year:: 2025
Address:: Geneva, Switzerland
Editors:: Pierrette Bouillon, Johanna Gerlach, Sabrina Girletti, Lise Volkart, Raphael Rubino, Rico Sennrich, Samuel Läubli, Martin Volk, Miquel Esplà-Gomis, Vincent Vandeghinste, Helena Moniz, Sara Szoc
Venue:: MTSummit
SIG:
Publisher:: European Association for Machine Translation
Note:
Pages:: 67–74
Language:
URL:: https://aclanthology.org/2025.mtsummit-2.8/
DOI:
Bibkey:
Cite (ACL):: Yasmin Moslem, Juan Julián Cea Morán, Mariano Gonzalez-Gomez, Muhammad Hazim Al Farouq, Farah Abdou, and Satarupa Deb. 2025. SpeechT: Findings of the First Mentorship in Speech Translation. In Proceedings of Machine Translation Summit XX: Volume 2, pages 67–74, Geneva, Switzerland. European Association for Machine Translation.
Cite (Informal):: SpeechT: Findings of the First Mentorship in Speech Translation (Moslem et al., MTSummit 2025)
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PDF:: https://aclanthology.org/2025.mtsummit-2.8.pdf

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@inproceedings{moslem-etal-2025-speecht,
    title = "{S}peech{T}: Findings of the First Mentorship in Speech Translation",
    author = "Moslem, Yasmin  and
      Mor{\'a}n, Juan Juli{\'a}n Cea  and
      Gonzalez-Gomez, Mariano  and
      Farouq, Muhammad Hazim Al  and
      Abdou, Farah  and
      Deb, Satarupa",
    editor = {Bouillon, Pierrette  and
      Gerlach, Johanna  and
      Girletti, Sabrina  and
      Volkart, Lise  and
      Rubino, Raphael  and
      Sennrich, Rico  and
      L{\"a}ubli, Samuel  and
      Volk, Martin  and
      Espl{\`a}-Gomis, Miquel  and
      Vandeghinste, Vincent  and
      Moniz, Helena  and
      Szoc, Sara},
    booktitle = "Proceedings of Machine Translation Summit XX: Volume 2",
    month = jun,
    year = "2025",
    address = "Geneva, Switzerland",
    publisher = "European Association for Machine Translation",
    url = "https://aclanthology.org/2025.mtsummit-2.8/",
    pages = "67--74",
    ISBN = "978-2-9701897-1-8",
    abstract = "This work presents the details and findings of the first mentorship in speech translation (SpeechT), which took place in December 2024 and January 2025. To fulfil the mentorship requirements, the participants engaged in key activities, including data preparation, modelling, and advanced research. The participants explored data augmentation techniques and compared end-to-end and cascaded speech translation systems. The projects covered various languages other than English, including Arabic, Bengali, Galician, Indonesian, Japanese, and Spanish."
}

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%0 Conference Proceedings
%T SpeechT: Findings of the First Mentorship in Speech Translation
%A Moslem, Yasmin
%A Morán, Juan Julián Cea
%A Gonzalez-Gomez, Mariano
%A Farouq, Muhammad Hazim Al
%A Abdou, Farah
%A Deb, Satarupa
%Y Bouillon, Pierrette
%Y Gerlach, Johanna
%Y Girletti, Sabrina
%Y Volkart, Lise
%Y Rubino, Raphael
%Y Sennrich, Rico
%Y Läubli, Samuel
%Y Volk, Martin
%Y Esplà-Gomis, Miquel
%Y Vandeghinste, Vincent
%Y Moniz, Helena
%Y Szoc, Sara
%S Proceedings of Machine Translation Summit XX: Volume 2
%D 2025
%8 June
%I European Association for Machine Translation
%C Geneva, Switzerland
%@ 978-2-9701897-1-8
%F moslem-etal-2025-speecht
%X This work presents the details and findings of the first mentorship in speech translation (SpeechT), which took place in December 2024 and January 2025. To fulfil the mentorship requirements, the participants engaged in key activities, including data preparation, modelling, and advanced research. The participants explored data augmentation techniques and compared end-to-end and cascaded speech translation systems. The projects covered various languages other than English, including Arabic, Bengali, Galician, Indonesian, Japanese, and Spanish.
%U https://aclanthology.org/2025.mtsummit-2.8/
%P 67-74

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Markdown (Informal)

[SpeechT: Findings of the First Mentorship in Speech Translation](https://aclanthology.org/2025.mtsummit-2.8/) (Moslem et al., MTSummit 2025)

SpeechT: Findings of the First Mentorship in Speech Translation (Moslem et al., MTSummit 2025)

ACL

Yasmin Moslem, Juan Julián Cea Morán, Mariano Gonzalez-Gomez, Muhammad Hazim Al Farouq, Farah Abdou, and Satarupa Deb. 2025. SpeechT: Findings of the First Mentorship in Speech Translation. In Proceedings of Machine Translation Summit XX: Volume 2, pages 67–74, Geneva, Switzerland. European Association for Machine Translation.