Research

Lingua Posnaniensis, Vol. 67(1)

Introduces a cross-script phonetic alignment framework with modular language-specific adapters. Demonstrates 88% BLEU transliteration and 87–95% phonetic alignment accuracy across language/script pairs. Includes a case study on preprocessing Moroccan Arabic (Darija) for LLM training.

University of Navarra, Spain

Conference presentation at the 7th International Congress for Moroccan Arabic, discussing challenges and early results in applying generative AI to Moroccan Darija.

University Hassan II, Casablanca, Morocco

Conference presentation at TIM'24, introducing Gherbal — a multilingual classifier designed for low-resource languages.