An Efficient Multitask Learning Architecture for Affective Vocal Burst Analysis. - Tobias Hallmen; Silvan Mertes; Dominik Schiller; Elisabeth André (CoRR, 2022)

Phoneme-Based Multi-task Assessment of Affective Vocal Bursts. - Tobias Hallmen; Silvan Mertes; Dominik Schiller; Florian Lingenfelser; Elisabeth André (DeLTA, 2023)

Unimodal Multi-Task Fusion for Emotional Mimicry Intensity Prediction. - Tobias Hallmen; Fabian Deuser; Norbert Oswald; Elisabeth André (CVPR Workshops, 2024)

Towards Automated Annotation of Infant-Caregiver Engagement Phases with Multimodal Foundation Models. - Daksitha Senel Withanage Don; Dominik Schiller; Tobias Hallmen; Silvan Mertes; Tobias Baur 001; Florian Lingenfelser; Mitho Müller; Lea Kaubisch; Corinna Reck; Elisabeth André (ICMI, 2024)

Unimodal Multi-Task Fusion for Emotional Mimicry Prediction. - Tobias Hallmen; Fabian Deuser; Norbert Oswald; Elisabeth André (CoRR, 2024)

DISCOVER: A Data-driven Interactive System for Comprehensive Observation, Visualization, and ExploRation of Human Behaviour. - Dominik Schiller; Tobias Hallmen; Daksitha Withanage Don; Elisabeth André; Tobias Baur 001 (CoRR, 2024)

Semantic Matters: Multimodal Features for Affective Analysis. - Tobias Hallmen; Robin-Nico Kampa; Fabian Deuser; Norbert Oswald; Elisabeth André (CVPR Workshops, 2025)

AI-Based Feedback in Counselling Competence Training of Prospective Teachers. - Tobias Hallmen; Kathrin Gietl; Karoline Hillesheim; Moritz Bauermann; Annemarie Friedrich; Elisabeth André (CoRR, 2025)