Robots operate in specific environments and the correct interpretation of linguistic interactions depends on physical, cognitive and language-dependent aspects triggered by the environment. In this work, we describe a Spoken Language Understanding chain for the semantic parsing of robotic commands, designed according to a Client/Server architecture. This work also reports a first evaluation of the proposed architecture in the automatic interpretation of commands expressed in Italian for a robot in a Service Robotics domain. The experimental results show that the proposed solution can be easily extended to other languages for a robust Spoken Language Understanding in Human- Robot Interaction.

Spoken language understanding for Service Robotics in Italian / Vanzo, Andrea; Croce, Danilo; Castellucci, Giuseppe; Basili, Roberto; Nardi, Daniele. - STAMPA. - 10037:(2016), pp. 477-489. (Intervento presentato al convegno 15th International Conference on Italian Association for Artificial Intelligence, AIIA 2016 tenutosi a Genova; Italy nel 2016) [10.1007/978-3-319-49130-1_35].

Spoken language understanding for Service Robotics in Italian

VANZO, ANDREA;NARDI, Daniele
2016

Abstract

Robots operate in specific environments and the correct interpretation of linguistic interactions depends on physical, cognitive and language-dependent aspects triggered by the environment. In this work, we describe a Spoken Language Understanding chain for the semantic parsing of robotic commands, designed according to a Client/Server architecture. This work also reports a first evaluation of the proposed architecture in the automatic interpretation of commands expressed in Italian for a robot in a Service Robotics domain. The experimental results show that the proposed solution can be easily extended to other languages for a robust Spoken Language Understanding in Human- Robot Interaction.
2016
15th International Conference on Italian Association for Artificial Intelligence, AIIA 2016
Automatic interpretation of robotic commands; Grounded language learning; Human robot interaction; Spoken language understanding; Theoretical Computer Science; Computer Science (all)
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Spoken language understanding for Service Robotics in Italian / Vanzo, Andrea; Croce, Danilo; Castellucci, Giuseppe; Basili, Roberto; Nardi, Daniele. - STAMPA. - 10037:(2016), pp. 477-489. (Intervento presentato al convegno 15th International Conference on Italian Association for Artificial Intelligence, AIIA 2016 tenutosi a Genova; Italy nel 2016) [10.1007/978-3-319-49130-1_35].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/928078
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