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Pedro Moreno Mengibar

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Conference Open access 2026

ArA-DF 2026: Findings of the First Shared Task on Arabic Speech Deepfake Detection

We present ArA-DF 2026, the first shared task for Arabic speech deepfake detection, held at ArabicNLP 2026. Unlike existing benchmarks that conflate all distribution shift into a single evaluation set, ArA-DF 2026 separates dialect generalization (Track 1: unseen Arabic dialects and speakers) from acoustic robustness (...

Vasista Sai Lodagala, Y. El Kheir, Sara Althubaiti et al. · 0 citations

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