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Natural behavioral patterns of speech recognition error recovery

文献类型：会议论文

作者Xue, Licheng ; Sun, Xianghong
出版日期2010
会议名称2010 6th International Conference on Natural Computation, ICNC'10
会议日期August 10, 2010 - August 12, 2010
会议地点Yantai, Shandong, China
关键词Behavioral patterns Entry system Error recovery Field conditions Laboratory conditions Multi-modal Multimodal text entry Realistic scenario Recognition error Text entry systems
中文摘要Due to faster entry speed and lower attention demand, speech recognition is widely used in the multimodal text entry system. But error recovery is a big challenge to its usability for the accuracy of speech recognition is not good enough. However, few studies focused on the question how users recovered the errors in a multimodal entry system, especially in realistic scenarios. The present study investigated the natural behavioral patterns of speech recognition error recovery both in laboratory and field conditions. And further to examine whether there was any difference between these conditions. Results indicated that the handwriting modality was more frequently adopted in both laboratory and filed conditions. Similar behavioral patterns were found in these two conditions. And further, the usage of modality to recover error showed obvious individual variety in the laboratory condition, which was classified into three preference types. However, it was not apparently varied among individuals in the field condition. Furthermore, the entry modality had little effect on the choice of recovery modality. Finally, based on the findings in the present study, several applicable implications were provided.
收录类别EI
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产权排序1
会议录Proceedings - 2010 6th International Conference on Natural Computation, ICNC 2010
会议录出版者IEEE Computer Society
学科主题心理语言学
会议录出版地445 Hoes Lane - P.O.Box 1331, Piscataway, NJ 08855-1331, United States
语种英语
ISBN号9781424459612
源URL[http://ir.psych.ac.cn/handle/311026/10086]  
专题心理研究所_中国科学院心理研究所回溯数据库(1956-2010)
推荐引用方式
GB/T 7714		 Xue, Licheng,Sun, Xianghong. Natural behavioral patterns of speech recognition error recovery[C]. 见:2010 6th International Conference on Natural Computation, ICNC'10. Yantai, Shandong, China. August 10, 2010 - August 12, 2010.

入库方式： OAI收割

来源：心理研究所

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