| Title: | crossmodal error correction of continuous handwriting recognition by speech |
| Author: | Ao Xiang
; Wang Xugang
; Tian Feng
; Dai Guozhong
; Wang Hongan
|
| Conference Name: | 12th International Conference on Intelligent User Interfaces, IUI 2007
|
| Conference Date: | 2007-01-28
|
| Issued Date: | 2010-07-28
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| Conference Place: | Honolulu, HI, United states
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| Keyword: | Error correction
|
| Indexed Type: | 其他
|
| Department: | 人机交互技术与智能信息处理实验室
|
| Abstract: | 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. |
| Language: | 英语
|
| Content Type: | 会议论文
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| URI: | http://ir.iscas.ac.cn/handle/311060/3033
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| Appears in Collections: | 人机交互技术与智能信息处理实验室_会议论文
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| 2007243250.pdf（520KB） | -- | -- | 限制开放 | -- | 联系获取全文 |
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| Recommended Citation: | |
Ao Xiang,Wang Xugang,Tian Feng,et al. crossmodal error correction of continuous handwriting recognition by speech[C]. 见:12th International Conference on Intelligent User Interfaces, IUI 2007. Honolulu, HI, United states. 2007-01-28.
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