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