Automated L2 Speech Assessment with Audio-Based Self-Supervised Neural Networks

Eli Stafford; Sylvain Coulange

Automated L2 Speech Assessment with Audio-Based Self-Supervised Neural Networks

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Anthology ID:: 2026.nlp4call-1.25
Volume:: Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning
Month:: November
Year:: 2026
Address:: Gothenburg, Sweden
Editors:: Arianna Masciolini, David Alfter, Herbert Lange, Ricardo Muñoz Sánchez, Ildikó Pilán, Elena Volodina
Venues:: NLP4CALL | WS
SIG:: SIGEDU
Publisher:: University of Tartu Library
Note:
Pages:: 334–345
Language:
URL:: https://aclanthology.org/2026.nlp4call-1.25/
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Bibkey:
Cite (ACL):: Eli Stafford and Sylvain Coulange. 2026. Automated L2 Speech Assessment with Audio-Based Self-Supervised Neural Networks. In Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning, pages 334–345, Gothenburg, Sweden. University of Tartu Library.
Cite (Informal):: Automated L2 Speech Assessment with Audio-Based Self-Supervised Neural Networks (Stafford & Coulange, NLP4CALL 2026)
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PDF:: https://aclanthology.org/2026.nlp4call-1.25.pdf

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@inproceedings{stafford-coulange-2026-automated,
    title = "Automated {L}2 Speech Assessment with Audio-Based Self-Supervised Neural Networks",
    author = "Stafford, Eli  and
      Coulange, Sylvain",
    editor = "Masciolini, Arianna  and
      Alfter, David  and
      Lange, Herbert  and
      Mu{\~n}oz S{\'a}nchez, Ricardo  and
      Pil{\'a}n, Ildik{\'o}  and
      Volodina, Elena",
    booktitle = "Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning",
    month = nov,
    year = "2026",
    address = "Gothenburg, Sweden",
    publisher = "University of Tartu Library",
    url = "https://aclanthology.org/2026.nlp4call-1.25/",
    pages = "334--345",
    ISBN = "978-9985-4-1522-1"
}

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%0 Conference Proceedings
%T Automated L2 Speech Assessment with Audio-Based Self-Supervised Neural Networks
%A Stafford, Eli
%A Coulange, Sylvain
%Y Masciolini, Arianna
%Y Alfter, David
%Y Lange, Herbert
%Y Muñoz Sánchez, Ricardo
%Y Pilán, Ildikó
%Y Volodina, Elena
%S Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning
%D 2026
%8 November
%I University of Tartu Library
%C Gothenburg, Sweden
%@ 978-9985-4-1522-1
%F stafford-coulange-2026-automated
%U https://aclanthology.org/2026.nlp4call-1.25/
%P 334-345

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Markdown (Informal)

[Automated L2 Speech Assessment with Audio-Based Self-Supervised Neural Networks](https://aclanthology.org/2026.nlp4call-1.25/) (Stafford & Coulange, NLP4CALL 2026)

Automated L2 Speech Assessment with Audio-Based Self-Supervised Neural Networks (Stafford & Coulange, NLP4CALL 2026)

ACL

Eli Stafford and Sylvain Coulange. 2026. Automated L2 Speech Assessment with Audio-Based Self-Supervised Neural Networks. In Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning, pages 334–345, Gothenburg, Sweden. University of Tartu Library.