Author

Elahe Zahiri

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#artificial intelligence Preprint Sep 2026

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

Arabic speech technology has largely focused on Modern Standard Arabic, leaving the living dialects spoken by hundreds of millions under-served. We introduce ALMIEYAR, a culturally grounded ASR benchmark covering 17 Arabic dialects across six families, built entirely from newly recorded speech unseen by existing models...

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