Munsit at NADI 2025 Shared Task 2: Pushing the Boundaries of Multidialectal Arabic ASR with Weakly Supervised Pretraining and Continual Supervised Fine-tuning

Mahmoud Salhab; Shameed Sait; Mohammad Abusheikh; Hasan Abusheikh

Munsit at NADI 2025 Shared Task 2: Pushing the Boundaries of Multidialectal Arabic ASR with Weakly Supervised Pretraining and Continual Supervised Fine-tuning

Mahmoud Salhab, Shameed Sait, Mohammad Abusheikh, Hasan Abusheikh

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Anthology ID:: 2025.arabicnlp-sharedtasks.100
Volume:: Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks
Month:: November
Year:: 2025
Address:: Suzhou, China
Editors:: Kareem Darwish, Ahmed Ali, Ibrahim Abu Farha, Samia Touileb, Imed Zitouni, Ahmed Abdelali, Sharefah Al-Ghamdi, Sakhar Alkhereyf, Wajdi Zaghouani, Salam Khalifa, Badr AlKhamissi, Rawan Almatham, Injy Hamed, Zaid Alyafeai, Areeb Alowisheq, Go Inoue, Khalil Mrini, Waad Alshammari
Venue:: ArabicNLP
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 734–739
Language:
URL:: https://aclanthology.org/2025.arabicnlp-sharedtasks.100/
DOI:
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Cite (ACL):: Mahmoud Salhab, Shameed Sait, Mohammad Abusheikh, and Hasan Abusheikh. 2025. Munsit at NADI 2025 Shared Task 2: Pushing the Boundaries of Multidialectal Arabic ASR with Weakly Supervised Pretraining and Continual Supervised Fine-tuning. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 734–739, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: Munsit at NADI 2025 Shared Task 2: Pushing the Boundaries of Multidialectal Arabic ASR with Weakly Supervised Pretraining and Continual Supervised Fine-tuning (Salhab et al., ArabicNLP 2025)
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PDF:: https://aclanthology.org/2025.arabicnlp-sharedtasks.100.pdf

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@inproceedings{salhab-etal-2025-munsit,
    title = "Munsit at {NADI} 2025 Shared Task 2: Pushing the Boundaries of Multidialectal {A}rabic {ASR} with Weakly Supervised Pretraining and Continual Supervised Fine-tuning",
    author = "Salhab, Mahmoud  and
      Sait, Shameed  and
      Abusheikh, Mohammad  and
      Abusheikh, Hasan",
    editor = "Darwish, Kareem  and
      Ali, Ahmed  and
      Abu Farha, Ibrahim  and
      Touileb, Samia  and
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      Khalifa, Salam  and
      AlKhamissi, Badr  and
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      Hamed, Injy  and
      Alyafeai, Zaid  and
      Alowisheq, Areeb  and
      Inoue, Go  and
      Mrini, Khalil  and
      Alshammari, Waad",
    booktitle = "Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.arabicnlp-sharedtasks.100/",
    pages = "734--739",
    ISBN = "979-8-89176-356-2",
    abstract = ""
}

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%0 Conference Proceedings
%T Munsit at NADI 2025 Shared Task 2: Pushing the Boundaries of Multidialectal Arabic ASR with Weakly Supervised Pretraining and Continual Supervised Fine-tuning
%A Salhab, Mahmoud
%A Sait, Shameed
%A Abusheikh, Mohammad
%A Abusheikh, Hasan
%Y Darwish, Kareem
%Y Ali, Ahmed
%Y Abu Farha, Ibrahim
%Y Touileb, Samia
%Y Zitouni, Imed
%Y Abdelali, Ahmed
%Y Al-Ghamdi, Sharefah
%Y Alkhereyf, Sakhar
%Y Zaghouani, Wajdi
%Y Khalifa, Salam
%Y AlKhamissi, Badr
%Y Almatham, Rawan
%Y Hamed, Injy
%Y Alyafeai, Zaid
%Y Alowisheq, Areeb
%Y Inoue, Go
%Y Mrini, Khalil
%Y Alshammari, Waad
%S Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks
%D 2025
%8 November
%I Association for Computational Linguistics
%C Suzhou, China
%@ 979-8-89176-356-2
%F salhab-etal-2025-munsit
%U https://aclanthology.org/2025.arabicnlp-sharedtasks.100/
%P 734-739

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Markdown (Informal)

[Munsit at NADI 2025 Shared Task 2: Pushing the Boundaries of Multidialectal Arabic ASR with Weakly Supervised Pretraining and Continual Supervised Fine-tuning](https://aclanthology.org/2025.arabicnlp-sharedtasks.100/) (Salhab et al., ArabicNLP 2025)

Munsit at NADI 2025 Shared Task 2: Pushing the Boundaries of Multidialectal Arabic ASR with Weakly Supervised Pretraining and Continual Supervised Fine-tuning (Salhab et al., ArabicNLP 2025)

ACL

Mahmoud Salhab, Shameed Sait, Mohammad Abusheikh, and Hasan Abusheikh. 2025. Munsit at NADI 2025 Shared Task 2: Pushing the Boundaries of Multidialectal Arabic ASR with Weakly Supervised Pretraining and Continual Supervised Fine-tuning. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 734–739, Suzhou, China. Association for Computational Linguistics.