Evaluation of a multi-speaker system for socially assistive HRI in real scenarios

Martínez-Colón, Antonio, Viciana-Abad, Raquel, Perez-Lorenzo, Jose Manuel, Evers, Christine and Naylor, Patrick A. (2021) Evaluation of a multi-speaker system for socially assistive HRI in real scenarios. Bergasa, Luis M., Ocaña, Manuel, Barea, Rafael, López-Guillén, Elena and Revenga, Pedro (eds.) In Advances in Physical Agents II. WAF 2020. vol. 1285, Springer. pp. 151-166 . (doi:10.1007/978-3-030-62579-5_11).

Abstract

In the field of social human-robot interaction, and in particular for social assistive robotics, the capacity of recognizing the speaker’s discourse in very diverse conditions and where more than one interlocutor may be present, plays an essential role. The use of a mics. array that can be mounted in a robot supported by a voice enhancement module has been evaluated, with the goal of improving the performance of current automatic speech recognition (ASR) systems in multi-speaker conditions. An evaluation has been made of the improvement in terms of intelligibility scores that can be achieved in the operation of two off-the-shelf ASR solutions in situations that contemplate the typical scenarios where a robot with these characteristics can be found. The results have identified the conditions in which a low computational cost demand algorithm can be beneficial to improve intelligibility scores in real environments.

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Contributors

Author: Christine Evers

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