A Privacy-Preserving Unsupervised Speaker Disentanglement Method for Depression Detection from Speech.
Vijay Ravi, Jinhan Wang, Jonathan Flint, Abeer A. Alwan · PubMed · 2024
, respectively. Furthermore, we demonstrate that speaker-disentanglement methods are complementary to text-based approaches, and a score-level fusion with a Word2vec-based depression detection model further enhances the overall performance to an F1-Score of 0.830.