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The system also assesses speakera€™s degree of agitation by analysing arm movement and voice intensity.
To determine whether speakera€™s arms are crossed, the distance between opposite arm and elbow is measured. In academic presentations, to keep eye-contact with the panel while exposing and gesticulating matches with high marks. For instance, to observe whether the speaker faces the audience, the number of frames in which the subject faces the audience is considered. In the study, presentations were rated by three different instructors; some are UB psychologists in the group Research and Innovation Group on Designs (GRID), led by Professor M. The UB research group is expert on behaviour analysis; they use transversal methods that enable them to apply results to many disciplines.


This is one of the conclusions of a study in which researchers at the University of Barcelona (UB) have created a new system of artificial intelligence to evaluate the quality of non-verbal communication.
All the videos were recorded with a KinectTM device that enables to capture image, but also depth and audio data.
To determine whether speaker’s arms are crossed, the distance between opposite arm and elbow is measured. For example, in security, these systems can be used to analyse whether a certain behaviour is dangerous or not, and to develop mechanisms for automatic detection. Nowadays, communication competences are on the top of the most relevant skills for one’s professional and personal life. The system also assesses speaker’s degree of agitation by analysing arm movement and voice intensity.


In health, they can support elderly care (the Care Repite project) or analyse automatically body posture in physiotherapy, rehabilitation and athletic performance (the system ADiBAS Posture developed by the UB spin-off PhyscalTech). The system, described on an article published in the journal AI Communications, is an evolution of a former system developed by the research group together with the PhD student VA­ctor Ponce.



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