MarsadLab at NADI Shared Task: Arabic Dialect Identification and Speech Recognition using ECAPA-TDNN and Whisper

Md. Rafiul Biswas; Kais Attia; Shimaa Ibrahim; Mabrouka Bessghaier; Wajdi Zaghouani

MarsadLab at NADI Shared Task: Arabic Dialect Identification and Speech Recognition using ECAPA-TDNN and Whisper

Md. Rafiul Biswas, Kais Attia, Shimaa Ibrahim, Mabrouka Bessghaier, Wajdi Zaghouani

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Anthology ID:: 2025.arabicnlp-sharedtasks.103
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:: 752–756
Language:
URL:: https://aclanthology.org/2025.arabicnlp-sharedtasks.103/
DOI:
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Cite (ACL):: Md. Rafiul Biswas, Kais Attia, Shimaa Ibrahim, Mabrouka Bessghaier, and Wajdi Zaghouani. 2025. MarsadLab at NADI Shared Task: Arabic Dialect Identification and Speech Recognition using ECAPA-TDNN and Whisper. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 752–756, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: MarsadLab at NADI Shared Task: Arabic Dialect Identification and Speech Recognition using ECAPA-TDNN and Whisper (Rafiul Biswas et al., ArabicNLP 2025)
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PDF:: https://aclanthology.org/2025.arabicnlp-sharedtasks.103.pdf

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@inproceedings{rafiul-biswas-etal-2025-marsadlab-nadi,
    title = "{M}arsad{L}ab at {NADI} Shared Task: {A}rabic Dialect Identification and Speech Recognition using {ECAPA}-{TDNN} and Whisper",
    author = "Rafiul Biswas, Md.  and
      Attia, Kais  and
      Ibrahim, Shimaa  and
      Bessghaier, Mabrouka  and
      Zaghouani, Wajdi",
    editor = "Darwish, Kareem  and
      Ali, Ahmed  and
      Abu Farha, Ibrahim  and
      Touileb, Samia  and
      Zitouni, Imed  and
      Abdelali, Ahmed  and
      Al-Ghamdi, Sharefah  and
      Alkhereyf, Sakhar  and
      Zaghouani, Wajdi  and
      Khalifa, Salam  and
      AlKhamissi, Badr  and
      Almatham, Rawan  and
      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.103/",
    pages = "752--756",
    ISBN = "979-8-89176-356-2",
    abstract = ""
}

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%0 Conference Proceedings
%T MarsadLab at NADI Shared Task: Arabic Dialect Identification and Speech Recognition using ECAPA-TDNN and Whisper
%A Rafiul Biswas, Md.
%A Attia, Kais
%A Ibrahim, Shimaa
%A Bessghaier, Mabrouka
%A Zaghouani, Wajdi
%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 rafiul-biswas-etal-2025-marsadlab-nadi
%U https://aclanthology.org/2025.arabicnlp-sharedtasks.103/
%P 752-756

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Markdown (Informal)

[MarsadLab at NADI Shared Task: Arabic Dialect Identification and Speech Recognition using ECAPA-TDNN and Whisper](https://aclanthology.org/2025.arabicnlp-sharedtasks.103/) (Rafiul Biswas et al., ArabicNLP 2025)

MarsadLab at NADI Shared Task: Arabic Dialect Identification and Speech Recognition using ECAPA-TDNN and Whisper (Rafiul Biswas et al., ArabicNLP 2025)

ACL

Md. Rafiul Biswas, Kais Attia, Shimaa Ibrahim, Mabrouka Bessghaier, and Wajdi Zaghouani. 2025. MarsadLab at NADI Shared Task: Arabic Dialect Identification and Speech Recognition using ECAPA-TDNN and Whisper. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 752–756, Suzhou, China. Association for Computational Linguistics.