Toward Optimised Datasets to Fine-tune ASR Systems Leveraging Less but More Informative Speech

Loredana Schettino; Vincenzo Norman Vitale; Alessandro Vietti

Toward Optimised Datasets to Fine-tune ASR Systems Leveraging Less but More Informative Speech

Loredana Schettino, Vincenzo Norman Vitale, Alessandro Vietti

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Anthology ID:: 2025.clicit-1.98
Volume:: Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025)
Month:: September
Year:: 2025
Address:: Cagliari, Italy
Editors:: Cristina Bosco, Elisabetta Jezek, Marco Polignano, Manuela Sanguinetti
Venue:: CLiC-it
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Publisher:: CEUR Workshop Proceedings
Note:
Pages:: 1048–1054
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URL:: https://aclanthology.org/2025.clicit-1.98/
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Cite (ACL):: Loredana Schettino, Vincenzo Norman Vitale, and Alessandro Vietti. 2025. Toward Optimised Datasets to Fine-tune ASR Systems Leveraging Less but More Informative Speech. In Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), pages 1048–1054, Cagliari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: Toward Optimised Datasets to Fine-tune ASR Systems Leveraging Less but More Informative Speech (Schettino et al., CLiC-it 2025)
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PDF:: https://aclanthology.org/2025.clicit-1.98.pdf

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@inproceedings{schettino-etal-2025-toward,
    title = "Toward Optimised Datasets to Fine-tune {ASR} Systems Leveraging Less but More Informative Speech",
    author = "Schettino, Loredana  and
      Vitale, Vincenzo Norman  and
      Vietti, Alessandro",
    editor = "Bosco, Cristina  and
      Jezek, Elisabetta  and
      Polignano, Marco  and
      Sanguinetti, Manuela",
    booktitle = "Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025)",
    month = sep,
    year = "2025",
    address = "Cagliari, Italy",
    publisher = "CEUR Workshop Proceedings",
    url = "https://aclanthology.org/2025.clicit-1.98/",
    pages = "1048--1054",
    ISBN = "979-12-243-0587-3"
}

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%0 Conference Proceedings
%T Toward Optimised Datasets to Fine-tune ASR Systems Leveraging Less but More Informative Speech
%A Schettino, Loredana
%A Vitale, Vincenzo Norman
%A Vietti, Alessandro
%Y Bosco, Cristina
%Y Jezek, Elisabetta
%Y Polignano, Marco
%Y Sanguinetti, Manuela
%S Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025)
%D 2025
%8 September
%I CEUR Workshop Proceedings
%C Cagliari, Italy
%@ 979-12-243-0587-3
%F schettino-etal-2025-toward
%U https://aclanthology.org/2025.clicit-1.98/
%P 1048-1054

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Markdown (Informal)

[Toward Optimised Datasets to Fine-tune ASR Systems Leveraging Less but More Informative Speech](https://aclanthology.org/2025.clicit-1.98/) (Schettino et al., CLiC-it 2025)

Toward Optimised Datasets to Fine-tune ASR Systems Leveraging Less but More Informative Speech (Schettino et al., CLiC-it 2025)

ACL

Loredana Schettino, Vincenzo Norman Vitale, and Alessandro Vietti. 2025. Toward Optimised Datasets to Fine-tune ASR Systems Leveraging Less but More Informative Speech. In Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), pages 1048–1054, Cagliari, Italy. CEUR Workshop Proceedings.