3 papers
cs.AI2026
TRI-DEP: A Trimodal Comparative Study for Depression Detection Using Speech, Text, and EEG
Annisaa Fitri Nurfidausi, Eleonora Mancini, Paolo Torroni
Depression is a widespread mental health disorder, yet its automatic detection remains challenging. Prior work has explored unimodal and multimodal approaches, with multimodal syst…
cs.SD2026
Leveraging Whisper Embeddings for Audio-based Lyrics Matching
Eleonora Mancini, Joan SerrÃ, Paolo Torroni +1
Audio-based lyrics matching can be an appealing alternative to other content-based retrieval approaches, but existing methods often suffer from limited reproducibility and inconsis…
cs.AI2025
Promoting the Responsible Development of Speech Datasets for Mental Health and Neurological Disorders Research
Eleonora Mancini, Ana Tanevska, Andrea Galassi +3
Current research in machine learning and artificial intelligence is largely centered on modeling and performance evaluation, less so on data collection. However, recent research de…