no code implementations • 15 Jan 2025 • Balasundaram Kadirvelu, Teresa Bellido Bel, Aglaia Freccero, Martina Di Simplicio, Dasha Nicholls, A Aldo Faisal
Objective: Using a novel machine learning framework, this study evaluated the feasibility of integrating active and passive smartphone data to predict mental disorders in non-clinical adolescents.
no code implementations • 29 Feb 2024 • Lauren Stumpf, Balasundaram Kadirvelu, Sigourney Waibel, A. Aldo Faisal
We develop a transformer framework, called Speaker-Agnostic Latent Regularisation (SALR), incorporating a multi-task learning objective and contrastive learning for speaker-independent multi-class dysarthria severity classification.