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

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...

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Bibliographic Details
Main Authors: Maurice Gerczuk, Andreas Triantafyllopoulos, Shahin Amiriparian, Alexander Kathan, Jonathan Bauer, Matthias Berking, Björn W. Schuller
Format: Article
Language:English
Published: Elsevier 2023-11-01
Series:Patterns
Subjects:
DSML 2: Proof-of-concept: Data science output has been formulated, implemented, and tested for one domain/problem
Online Access:http://www.sciencedirect.com/science/article/pii/S2666389923002635

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http://www.sciencedirect.com/science/article/pii/S2666389923002635

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