3 papers
cs.AI2025
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.SD2025
Leveraging Whisper Embeddings for Audio-based Lyrics Matching
Eleonora Mancini, Joan Serrà, 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.SD2024
Investigating the Effectiveness of Explainability Methods in Parkinson's Detection from Speech
Eleonora Mancini, Francesco Paissan, Paolo Torroni +2
Speech impairments in Parkinson's disease (PD) provide significant early indicators for diagnosis. While models for speech-based PD detection have shown strong performance, their i…