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Paper · 2609.27086 · September 2026

NADI 2026: The Second Multidialectal Arabic Speech Processing Shared Task

Mohamed Elhoseiny, Chiyu Zhang, Muhammad Abdul-Mageed, Nizar Habash, Abdelrahim Elmadany, Ahmed Ashraf, Yannick Estève, Hamzah Luqman, Fethi Bougares, Youssef Mohamed, Bashar Talafha, Haroun Elleuch, and 2 more

arXiv · PDF · Open in the Atlas

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Abstract

Figure 1: Overview of NADI 2026. The shared task spans the multidialectal Arabic spoken-language stack, covering speech perception through ASR and SDID, understanding through SLU, cross-language transfer through SLT, and speech generation through TTS. NADI 2026 further emphasizes realistic evaluation settings, including low-bandwidth, mixed-dialect, code-switched, out-of-domain, and zero-shot conditions. This edition comprises five tasks and eight subtasks, with 21 participating teams from at least 13 countries and 48 test-phase submissions.

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