Identifying Vocal and Facial Biomarkers of Depression in Large-Scale Remote Recordings: A Multimodal Study Using Mixed-Effects Modeling. - Nelson Hidalgo Julia; Robert Lewis 001; Craig Ferguson; Simon Goldberg; Wendy Lau; Caroline Swords; Gabriela Valdivia; Christine D. Wilson-Mendenhall; Raquel Tartar; Rosalind W. Picard; Richard Davidson (INTERSPEECH, 2025)

Towards the Objective Characterisation of Major Depressive Disorder Using Speech Data from a 12-week Observational Study with Daily Measurements. - Robert Lewis 001; Szymon Fedor; Nelson Hidalgo Julia; Joshua Curtiss; Jiyeon Kim; Noah Jones; David Mischoulon; Thomas F. Quatieri; Nicholas Cummins; Paola Pedrelli; Rosalind W. Picard (INTERSPEECH, 2025)

Designing an Affective Mobile Probe to Measure Smile Dynamics in Depression. - Nelson Hidalgo Julia; Robert Lewis 001; Craig Ferguson; Joshua Angulo Lopez; Hahrin Jung; Rosalind W. Picard; Simon Goldberg; Raquel Tatar; Wendy S.-Y. Lau; Caroline Swords; Christine D. Wilson-Mendenhall; Gabriela Valdivia; et al. (CHI, 2026)