crossmodal error correction of continuous handwriting recognition by speech

	crossmodal error correction of continuous handwriting recognition by speech
	Ao Xiang; Wang Xugang; Tian Feng; Dai Guozhong; Wang Hongan
	2010-07-28
会议名称	12th International Conference on Intelligent User Interfaces, IUI 2007
页码	243-250
会议日期	2007-01-28
会议地点	Honolulu, HI, United states
收录类别	其他
部门归属	人机交互技术与智能信息处理实验室
摘要	In recognition-based user interface, users’ satisfaction is determined not only by recognition accuracy but also by effort to correct recognition errors. In this paper, we introduce a crossmodal error correction technique, which allows users to correct errors of Chinese handwriting recognition by speech. The focus of the paper is a multimodal fusion algorithm supporting the crossmodal error correction. By fusing handwriting and speech recognition, the algorithm can correct errors in both character extraction and recognition of handwriting. The experimental result indicates that the algorithm is effective and efficient. Moreover, the evaluation also shows the correction technique can help users to correct errors in handwriting recognition more efficiently than the other two error correction techniques.
关键词	Error Correction
语种	英语
内容类型	会议论文
URI标识	http://ir.iscas.ac.cn/handle/311060/3033
专题	人机交互技术与智能信息处理实验室
推荐引用方式 GB/T 7714	Ao Xiang,Wang Xugang,Tian Feng,et al. crossmodal error correction of continuous handwriting recognition by speech[C],2010:243-250.

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