Dataset domain invariant multitask learning for speech based depression detection
Depressive disorder is a frequent and debilitating mental illness that must be identified early and monitored on an ongoing basis to be managed. The emergence of speech as a potential non-invasive behavioural biomarker for depression assessment is related to the presence of prosodic, temporal and voice-quality features...