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Paper · arXiv

NICE Toolbox: Nonverbal Interpersonal Communication Exploration Toolbox

Understanding human communication is a long-standing goal in psychological research. People express themselves through many verbal and nonverbal channels: posture, gesture, gaze, facial expression, and speech. Measurement and annotation of these signals has traditionally required time-consuming manual work by trained human labellers. The Nonverbal Interpersonal Communication Exploration (NICE) Toolbox is a free, open-source Python framework that automatically measures these signals by combining existing state-of-the-art computer vision and speech-processing methods into a single software package. It includes support for multi-camera systems, interchangeable detection algorithms, 2D and 3D...

AuthorsAleksandr Evgrashin, Carolin Schmitt, Timo Lübbing et al.
Primary categorycs.CV
Published15 October 2026
Last updated at source15 October 2026
cs.CV
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