Improving Engagement by Letting Social Robots Learn and Call Your Name

Abstract

This paper aims to improve the engagement in human-robot interactions by enabling social robots to call people by their name during a social interaction. To this end, we propose to integrate computer vision, online learning using a convolutional neural network, and speech technologies and concepts to learn names to facilitate and improve engagement. Our experiments show that human-robot engagement shows significant improvement through the proposed approach.