Overriding errors in a speech and gaze multimodal architecture

  • Authors:
  • Qiaohui Zhang;Atsumi Imamiya;Kentaro Go;Xiaoyang Mao

  • Affiliations:
  • University of Yamanashi, Japan;University of Yamanashi, Japan;University of Yamanashi, Japan;University of Yamanashi, Japan

  • Venue:
  • Proceedings of the 9th international conference on Intelligent user interfaces
  • Year:
  • 2004

Quantified Score

Hi-index 0.00

Visualization

Abstract

This work explores how to use the gaze and the speech command simultaneously to select an object on the screen. Multimodal systems have long been a key mean to reduce the recognition errors of individual components. But the multimodal system generates errors as well. This present study tries to classify the multimodal errors, analyze the reasons causing these errors, and propose the solutions for eliminating them. The goal of this study is to gain insight into multimodal integration errors, and to develop an error self-recoverable multimodal architecture so as to make the error-prone recognition technologies perform at a more stable and robust level within multimodal architecture.