I- Why such a project ? This project was a brave idea, and an innovative one, it comes to solve the problem of people who has difficulties dealing with other languages besides their natal language. It ...

Darija Open Dataset (DODa) is an open-source project for the Moroccan dialect. With more than 21,000 entries DODa is arguably the largest open-source collaborative project for Darija <=> English ...

Abstract: This study explores the fine-tuning of six versions of the Whisper model for speech translation from Moroccan Darija to Modern Standard Arabic (MSA). We focus on fine-tuning Whisper across ...

Abstract: This study evaluates the performance of advanced speech-to-text translation models—Whisper large-v3, SeamlessM4T, and S2T—fine-tuned on the Darija-C corpus to translate Darija speech into ...