Automatic evaluation-feedback system for automated social skills training

Dataset

We used a human–human SST dataset collected in our previous research¹². It includes data from 49 participants with the following characteristics: 15 ASDs, 15 schizophreniacs (SZ), and 19 controls. We collected these psychiatric or developmental difficulty groups to develop our automated SST system and to investigate their interaction differences. We included these groups since the main SST clients in clinical facilities are ASDs and SZs in Japan. We combined data from the control group and the clinical groups to train the social-skill-estimation models to maximize the training…