2024

Bauer, J.F., Gerczuk, M., Schuller, B., & Berking, M. (2024). Comparison of speech elicitation tasks for machine learning-based depression classification. In Proceedings of the International Medicine and Health Sciences Congress IMHSC 2024. Male, MV.

2021

Perchtold-Stefan, C.M., Fink, A., Bauer, J.F., Rominger, C., & Papousek, I. (2021). High avoidance and low approach motivation affect cognitive reappraisal generation in the face of anger. Current Psychology. https://dx.doi.org/10.1007/s12144-021-01917-y

2023

Gerczuk, M., Amiriparian, S., Kathan, A., Bauer, J.F., Berking, M., & Schuller, B.W. (2023). Noise Robust Recognition of Depression Status and Treatment Response from Speech via Unsupervised Feature Aggregation. In 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). Sydney, NSW, AU: Institute of Electrical and Electronics Engineers Inc..

2024

Bauer, J.F., Gerczuk, M., Schuller, B.W., & Berking, M. (2024). Optimizing speech elicitation tasks for machine learning-based depression assessment. In Tareq Ahram, Waldemar Karwowski (Eds.), Human Factors in Design, Engineering, and Computing. Honolulu, US: AHFE Open Access.

2022

Gerczuk, M., Triantafyllopoulos, A., Amiriparian, S., Kathan, A., Bauer, J.F., Berking, M., & Schuller, B. (2022). Personalised Deep Learning for Monitoring Depressed Mood from Speech. In 2022 10th E-Health and Bioengineering Conference, EHB 2022. Virtual: Institute of Electrical and Electronics Engineers Inc..

2025

Bauer, J.F., Schindler-Gmelch, L., Gerczuk, M., Schuller, B., & Berking, M. (2025). Prosody-focused feedback enhances the efficacy of anti-depressive self-statements in depressed individuals – A randomized controlled trial. Behaviour Research and Therapy, 184, 104667. https://doi.org/10.1016/j.brat.2024.104667

2024

Bauer, J.F., Gerczuk, M., Schindler-Gmelch, L., Amiriparian, S., Ebert, D.D., Krajewski, J.,... Berking, M. (2024). Validation of Machine Learning-Based Assessment of Major Depressive Disorder from Paralinguistic Speech Characteristics in Routine Care. Depression and Anxiety, 2024, 1-12. https://doi.org/10.1155/2024/9667377

2023

Gerczuk, M., Triantafyllopoulos, A., Amiriparian, S., Kathan, A., Bauer, J.F., Berking, M., & Schuller, B.W. (2023). Zero-shot personalization of speech foundation models for depressed mood monitoring. Patterns, 4(11). https://doi.org/10.1016/j.patter.2023.100873