The Added Value of Multimodality in the NESPOLE! Speech-to-Speech Translation System: an Experimental Study

  • Authors:
  • Erica Costantini

  • Affiliations:
  • -

  • Venue:
  • ICMI '02 Proceedings of the 4th IEEE International Conference on Multimodal Interfaces
  • Year:
  • 2002

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Abstract

Multimodal interfaces, which combine two or more input modes (speech, pen, touch驴), are expected to be more efficient, natural and usable than single-input interfaces. However, the advantage of multimodal input has only been ascertained in highly controlled experimentalconditions [4, 5, 6]; in particular, we lack data about what happens with real' human-human, multilingual communication systems. In this work we discuss the results of an experiment aiming to evaluate the added value of multimodality in a "true" speech-to-speech translation system, the NESPOLE! system, which provides for multilingual and multimodal communication in the tourism domain, allowing users to interact through the internet sharing maps, web-pages and pen-based gestures. We compared two experimental conditions differing as to whether multimodal resources were available: a speech-only condition (SO), and a multimodal condition (MM). Most of the data show tendencies for MM to be better than SO.