Assessing the Reliability of Automatic Speech-Processing Methods for L2 Speech: Evidence from an Automatic Pipeline, Posteriorgrams, and Whisper Probability Scores

Mehak Sohail; Nicolas Ballier

Assessing the Reliability of Automatic Speech-Processing Methods for L2 Speech: Evidence from an Automatic Pipeline, Posteriorgrams, and Whisper Probability Scores

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Anthology ID:: 2026.nlp4call-1.8
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:: 99–110
Language:
URL:: https://aclanthology.org/2026.nlp4call-1.8/
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Bibkey:
Cite (ACL):: Mehak Sohail and Nicolas Ballier. 2026. Assessing the Reliability of Automatic Speech-Processing Methods for L2 Speech: Evidence from an Automatic Pipeline, Posteriorgrams, and Whisper Probability Scores. In Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning, pages 99–110, Gothenburg, Sweden. University of Tartu Library.
Cite (Informal):: Assessing the Reliability of Automatic Speech-Processing Methods for L2 Speech: Evidence from an Automatic Pipeline, Posteriorgrams, and Whisper Probability Scores (Sohail & Ballier, NLP4CALL 2026)
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PDF:: https://aclanthology.org/2026.nlp4call-1.8.pdf

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@inproceedings{sohail-ballier-2026-assessing,
    title = "Assessing the Reliability of Automatic Speech-Processing Methods for {L}2 Speech: Evidence from an Automatic Pipeline, Posteriorgrams, and Whisper Probability Scores",
    author = "Sohail, Mehak  and
      Ballier, Nicolas",
    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-1.8/",
    pages = "99--110",
    ISBN = "978-9985-4-1522-1"
}

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%0 Conference Proceedings
%T Assessing the Reliability of Automatic Speech-Processing Methods for L2 Speech: Evidence from an Automatic Pipeline, Posteriorgrams, and Whisper Probability Scores
%A Sohail, Mehak
%A Ballier, Nicolas
%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 sohail-ballier-2026-assessing
%U https://aclanthology.org/2026.nlp4call-1.8/
%P 99-110

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Markdown (Informal)

[Assessing the Reliability of Automatic Speech-Processing Methods for L2 Speech: Evidence from an Automatic Pipeline, Posteriorgrams, and Whisper Probability Scores](https://aclanthology.org/2026.nlp4call-1.8/) (Sohail & Ballier, NLP4CALL 2026)

Assessing the Reliability of Automatic Speech-Processing Methods for L2 Speech: Evidence from an Automatic Pipeline, Posteriorgrams, and Whisper Probability Scores (Sohail & Ballier, NLP4CALL 2026)

ACL

Mehak Sohail and Nicolas Ballier. 2026. Assessing the Reliability of Automatic Speech-Processing Methods for L2 Speech: Evidence from an Automatic Pipeline, Posteriorgrams, and Whisper Probability Scores. In Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning, pages 99–110, Gothenburg, Sweden. University of Tartu Library.