19 citations · 33 across the 11 of their papers we have counts for
9 papers · 1 filter
MultiMediate'24: Multi-Domain Engagement Estimation
Philipp Müller, Michal Balazia, Tobias Baur +8
Estimating the momentary level of participant's engagement is an important prerequisite for assistive systems that support human interactions. Previous work has addressed this task…
VoiceX: A Text-To-Speech Framework for Custom Voices
Silvan Mertes, Daksitha Withanage Don, Otto Grothe +3
Modern TTS systems are capable of creating highly realistic and natural-sounding speech. Despite these developments, the process of customizing TTS voices remains a complex task, m…
Recognizing Emotion Regulation Strategies from Human Behavior with Large Language Models
Philipp Müller, Alexander Heimerl, Sayed Muddashir Hossain +5
Human emotions are often not expressed directly, but regulated according to internal processes and social display rules. For affective computing systems, an understanding of how us…
DISCOVER: A Data-driven Interactive System for Comprehensive Observation, Visualization, and ExploRation of Human Behaviour
Dominik Schiller, Tobias Hallmen, Daksitha Withanage Don +2
Understanding human behavior is a fundamental goal of social sciences, yet its analysis presents significant challenges. Conventional methodologies employed for the study of behavi…
Socially Interactive Agents for Robotic Neurorehabilitation Training: Conceptualization and Proof-of-concept Study
Rhythm Arora, Pooja Prajod, Matteo Lavit Nicora +6
Individuals with diverse motor abilities often benefit from intensive and specialized rehabilitation therapies aimed at enhancing their functional recovery. Nevertheless, the chall…
Faces of Experimental Pain: Transferability of Deep Learned Heat Pain Features to Electrical Pain
Pooja Prajod, Dominik Schiller, Daksitha Withanage Don +1
The limited size of pain datasets are a challenge in developing robust deep learning models for pain recognition. Transfer learning approaches are often employed in these scenarios…
Stressor Type Matters! -- Exploring Factors Influencing Cross-Dataset Generalizability of Physiological Stress Detection
Pooja Prajod, Bhargavi Mahesh, Elisabeth André
Automatic stress detection using heart rate variability (HRV) features has gained significant traction as it utilizes unobtrusive wearable sensors measuring signals like electrocar…
Unimodal Multi-Task Fusion for Emotional Mimicry Intensity Prediction
Tobias Hallmen, Fabian Deuser, Norbert Oswald +1
In this research, we introduce a novel methodology for assessing Emotional Mimicry Intensity (EMI) as part of the 6th Workshop and Competition on Affective Behavior Analysis in-the…
The AffectToolbox: Affect Analysis for Everyone
Silvan Mertes, Dominik Schiller, Michael Dietz +2
In the field of affective computing, where research continually advances at a rapid pace, the demand for user-friendly tools has become increasingly apparent. In this paper, we pre…