Zero-shot personalization of speech foundation models for depressed mood monitoring

Summary: The monitoring of depressed mood plays an important role as a diagnostic tool in psychotherapy. An automated analysis of speech can provide a non-invasive measurement of a patient’s affective state. While speech has been shown to be a useful biomarker for depression, existing approaches mos...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Maurice Gerczuk, Andreas Triantafyllopoulos, Shahin Amiriparian, Alexander Kathan, Jonathan Bauer, Matthias Berking, Björn W. Schuller
Μορφή: Άρθρο
Γλώσσα:English
Έκδοση: Elsevier 2023-11-01
Σειρά:Patterns
Θέματα:
Διαθέσιμο Online:http://www.sciencedirect.com/science/article/pii/S2666389923002635