A system and method for emotional interaction. The system includes a robot that uses behavioral analysis automation to provide treatment and assessment of emotional communication and social skills for children with autism. The system generates a dataset including speech signals of one or more speakers, and assigns at least one of a set of labels to each of the speech signals for the one or more speakers. The set of labels includes at least three levels of emotional dimensions, the emotional dimensions include at least activation, valence, and dominance, and the at least three levels of emotional dimensions include a high state, a neutral state, and a low state.
Emotional interaction apparatus