Shady Shehata

ArFake: A Robust Framework for Multi-Dialect Arabic Speech Spoofing Detection Benchmark

2025 · ArXiv.org

With the rise of generative text-to-speech models, distinguishing between real and synthetic speech has become challenging, especially for Arabic that have received limited research attention. Most spoof detection efforts have focused on English, leaving a …

NileChat: Towards Linguistically Diverse and Culturally Aware LLMs for Local Communities

2025 · arXiv (Cornell University)

Enhancing the linguistic capabilities of Large Language Models (LLMs) to include low-resource languages is a critical research area. Current research directions predominantly rely on synthetic data generated by translating English corpora, which, while demonstrating promising …