9 citations · 29 across the 16 of their papers we have counts for
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cs.CL2025
Cross-Lingual Multi-Granularity Framework for Interpretable Parkinson's Disease Diagnosis from Speech
Ilias Tougui, Mehdi Zakroum, Mounir Ghogho
Parkinson's Disease (PD) affects over 10 million people worldwide, with speech impairments in up to 89% of patients. Current speech-based detection systems analyze entire utterance…
cs.CL2022
Supervised Contrastive Learning as Multi-Objective Optimization for Fine-Tuning Large Pre-trained Language Models
Youness Moukafih, Mounir Ghogho, Kamel Smaili
Recently, Supervised Contrastive Learning (SCL) has been shown to achieve excellent performance in most classification tasks. In SCL, a neural network is trained to optimize two ob…