Speech understanding is a fundamental feature for many applications focused on human-robot interaction. Although many tech-niques and several services for speech recognition and natural language understanding have been developed in the last years, specific implemen-tation and validation on domestic service robots have not been per-formed. In this paper, we describe the implementation and the results of a functional benchmark for speech understanding in service robotics that has been developed and tested in the context of different robot competitions: RoboCup@Home, RoCKIn@Home and within the Euro-pean Robotics League on Service Robots. Different approaches used by the teams in the competitions are presented and the evaluation results obtained in the competitions are discussed.
Benchmarking speech understanding in service robotics / Vanzo, Andrea; Iocchi, Luca; Nardi, Daniele; Memmesheimer, Raphael; Paulus, Dietrich; Ivanovska, Iryna; Kraetzschmar, Gerhard. - STAMPA. - 2054:(2018), pp. 34-40. (Intervento presentato al convegno 4th Italian Workshop on Artificial Intelligence and Robotics, AIRO 2017 tenutosi a Bari, Italy.).
Benchmarking speech understanding in service robotics
Vanzo, Andrea;Iocchi, Luca;Nardi, Daniele
;
2018
Abstract
Speech understanding is a fundamental feature for many applications focused on human-robot interaction. Although many tech-niques and several services for speech recognition and natural language understanding have been developed in the last years, specific implemen-tation and validation on domestic service robots have not been per-formed. In this paper, we describe the implementation and the results of a functional benchmark for speech understanding in service robotics that has been developed and tested in the context of different robot competitions: RoboCup@Home, RoCKIn@Home and within the Euro-pean Robotics League on Service Robots. Different approaches used by the teams in the competitions are presented and the evaluation results obtained in the competitions are discussed.File | Dimensione | Formato | |
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