Overcoming Data Scarcity in Multi-Dialectal Arabic ASR via Whisper Fine-Tuning

Ömer Tarik Özyilmaz, Matt Coler, Matias Valdenegro-Toro

Although commercial Arabic automatic speech recognition (ASR) systems support Modern Standard Arabic (MSA), they struggle with dialectal speech. We investigate the effect of fine-t…