Speaker-Independent Dysarthria Severity Classification using Self-Supervised Transformers and Multi-Task Learning. - Lauren Stumpf; Balasundaram Kadirvelu; Sigourney Waibel; A. Aldo Faisal (CoRR, 2024)

Multilingual Speaker-Invariant Dysarthria Severity Assessment Using Adversarial Domain Adaptation and Self-Supervised Learning. - Lauren Stumpf; Balasundaram Kadirvelu; A. Aldo Faisal (ICASSP, 2025)

Digital Phenotyping for Adolescent Mental Health: A Feasibility Study Employing Machine Learning to Predict Mental Health Risk From Active and Passive Smartphone Data. - Balasundaram Kadirvelu; Teresa Bellido Bel; Aglaia Freccero; Martina Di Simplicio; Dasha Nicholls; A. Aldo Faisal (CoRR, 2025)