Speaker-Independent Dysarthria Severity Classification using Self-Supervised Transformers and Multi-Task Learning

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.

Contrastive Learning Multi-Task Learning