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

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 mostly build...

Descripción completa

Detalles Bibliográficos
Autores principales: Gerczuk, Maurice, Triantafyllopoulos, Andreas, Amiriparian, Shahin, Kathan, Alexander, Bauer, Jonathan, Berking, Matthias, Schuller, Björn W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10682756/
https://www.ncbi.nlm.nih.gov/pubmed/38035199
http://dx.doi.org/10.1016/j.patter.2023.100873

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10682756/
https://www.ncbi.nlm.nih.gov/pubmed/38035199
http://dx.doi.org/10.1016/j.patter.2023.100873

Ejemplares similares