Speech-Based Depressive Mood Detection in the Presence of Multiple Sclerosis: A Cross-Corpus and Cross-Lingual Study

Monica Gonzalez Machorro; Uwe Reichel; Pascal Hecker; Helly Hammer; Hesam Sagha; Florian Eyben; Robert Hoepner; Björn Schuller

Speech-Based Depressive Mood Detection in the Presence of Multiple Sclerosis: A Cross-Corpus and Cross-Lingual Study

Monica Gonzalez Machorro, Uwe Reichel, Pascal Hecker, Helly Hammer, Hesam Sagha, Florian Eyben, Robert Hoepner, Björn Schuller

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Anthology ID:: 2025.icnlsp-1.28
Volume:: Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025)
Month:: August
Year:: 2025
Address:: Southern Denmark University, Odense, Denmark
Editors:: Mourad Abbas, Tariq Yousef, Lukas Galke
Venue:: ICNLSP
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Publisher:: Association for Computational Linguistics
Note:
Pages:: 283–292
Language:
URL:: https://aclanthology.org/2025.icnlsp-1.28/
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Cite (ACL):: Monica Gonzalez Machorro, Uwe Reichel, Pascal Hecker, Helly Hammer, Hesam Sagha, Florian Eyben, Robert Hoepner, and Björn Schuller. 2025. Speech-Based Depressive Mood Detection in the Presence of Multiple Sclerosis: A Cross-Corpus and Cross-Lingual Study. In Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025), pages 283–292, Southern Denmark University, Odense, Denmark. Association for Computational Linguistics.
Cite (Informal):: Speech-Based Depressive Mood Detection in the Presence of Multiple Sclerosis: A Cross-Corpus and Cross-Lingual Study (Machorro et al., ICNLSP 2025)
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PDF:: https://aclanthology.org/2025.icnlsp-1.28.pdf

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@inproceedings{machorro-etal-2025-speech,
    title = "Speech-Based Depressive Mood Detection in the Presence of Multiple Sclerosis: A Cross-Corpus and Cross-Lingual Study",
    author = {Machorro, Monica Gonzalez  and
      Reichel, Uwe  and
      Hecker, Pascal  and
      Hammer, Helly  and
      Sagha, Hesam  and
      Eyben, Florian  and
      Hoepner, Robert  and
      Schuller, Bj{\"o}rn},
    editor = "Abbas, Mourad  and
      Yousef, Tariq  and
      Galke, Lukas",
    booktitle = "Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025)",
    month = aug,
    year = "2025",
    address = "Southern Denmark University, Odense, Denmark",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.icnlsp-1.28/",
    pages = "283--292"
}

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%0 Conference Proceedings
%T Speech-Based Depressive Mood Detection in the Presence of Multiple Sclerosis: A Cross-Corpus and Cross-Lingual Study
%A Machorro, Monica Gonzalez
%A Reichel, Uwe
%A Hecker, Pascal
%A Hammer, Helly
%A Sagha, Hesam
%A Eyben, Florian
%A Hoepner, Robert
%A Schuller, Björn
%Y Abbas, Mourad
%Y Yousef, Tariq
%Y Galke, Lukas
%S Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025)
%D 2025
%8 August
%I Association for Computational Linguistics
%C Southern Denmark University, Odense, Denmark
%F machorro-etal-2025-speech
%U https://aclanthology.org/2025.icnlsp-1.28/
%P 283-292

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Markdown (Informal)

[Speech-Based Depressive Mood Detection in the Presence of Multiple Sclerosis: A Cross-Corpus and Cross-Lingual Study](https://aclanthology.org/2025.icnlsp-1.28/) (Machorro et al., ICNLSP 2025)

Speech-Based Depressive Mood Detection in the Presence of Multiple Sclerosis: A Cross-Corpus and Cross-Lingual Study (Machorro et al., ICNLSP 2025)

ACL

Monica Gonzalez Machorro, Uwe Reichel, Pascal Hecker, Helly Hammer, Hesam Sagha, Florian Eyben, Robert Hoepner, and Björn Schuller. 2025. Speech-Based Depressive Mood Detection in the Presence of Multiple Sclerosis: A Cross-Corpus and Cross-Lingual Study. In Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025), pages 283–292, Southern Denmark University, Odense, Denmark. Association for Computational Linguistics.