Non-uniform Speaker Disentanglement For Depression Detection From Raw Speech Signals

Jinhan Wang, Vijay Ravi, Abeer Alwan

While speech-based depression detection methods that use speaker-identity features, such as speaker embeddings, are popular, they often compromise patient privacy. To address this…