Author

Elahe Zahiri

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#artificial intelligence Preprint Sep 2026

Almieyar: A Culturally Grounded Benchmark for Multi-Dialect Arabic Speech Recognition

ALMIEYAR is introduced, a culturally grounded ASR benchmark covering 17 Arabic dialects across six families, built entirely from newly recorded speech unseen by existing models, including the first published benchmark for Ahwazi Arabic.

Omid Ghahroodi, Anas Madkoor, Dima Faris Alsaudi et al. · 0 citations

2025

Navigating the MIL Trade-Off: Flexible Pooling for Whole Slide Image Classification

Maxsoft is introduced—a novel MIL pooling function that enables flexible control over this trade-off, allowing adaptation to specific tasks and datasets, and PerPatch augmentation is proposed—a simple yet effective technique that enhances model robustness.

Hossein Jafarinia, Danial Hamdi, A. Alamdar et al. · Neural Information Processin... · 1 citation