معرفی
Tobias Hallmen is a Researcher at the University of Augsburg's Chair of Human-Centered Artificial Intelligence within the Faculty of Applied Computer Science. His work focuses on multimodal conversation analysis using machine learning and artificial intelligence in psychotherapy and medical/educational training contexts.
Research interests include:
- Automated evaluation of conversational quality through multimodal data (audio, video, text)
- AI-based assessment systems for therapy sessions and parent-teacher interviews
- Development of real-time feedback mechanisms for skill improvement
- Integration of behavioral signal processing and empathy modeling
Recent publications demonstrate expertise in vocal burst analysis, emotional mimicry prediction, and multimodal foundation models for behavioral annotation. Key technical domains: deep learning architectures, cross-modal data correlation, and computer vision applications.
The Chair team under Prof. Dr. Elisabeth André currently includes 23 members with 10 projects active, including TherapAI (psychotherapy analysis) and KodiLL (medical training systems). Tobias Hallmen's work particularly addresses speaker classification, reception signal analysis, and remote physiological measurement techniques like video-based heart rate detection.
