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.
2018
4th Italian Workshop on Artificial Intelligence and Robotics, AIRO 2017
Service robots; Speech recognition; Speech understanding; Computer Science (all)
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
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.).
File allegati a questo prodotto
File Dimensione Formato  
Vanzo_Benchmarking_2018.pdf

accesso aperto

Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 376.14 kB
Formato Adobe PDF
376.14 kB Adobe PDF
Vanzo_Frontespizio-indice_2018.pdf

accesso aperto

Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 101.57 kB
Formato Adobe PDF
101.57 kB Adobe PDF

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1108933
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? ND
social impact