PSYCH OpenIR  > 中国科学院心理研究所回溯数据库(1956-2010)
Natural behavioral patterns of speech recognition error recovery
Xue, Licheng; Sun, Xianghong
2010
Conference Name2010 6th International Conference on Natural Computation, ICNC'10
Source PublicationProceedings - 2010 6th International Conference on Natural Computation, ICNC 2010
Conference DateAugust 10, 2010 - August 12, 2010
Conference PlaceYantai, Shandong, China
Publication Place445 Hoes Lane - P.O.Box 1331, Piscataway, NJ 08855-1331, United States
PublisherIEEE Computer Society
Contribution Rank1
AbstractDue 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.
KeywordBehavioral patterns Entry system Error recovery Field conditions Laboratory conditions Multi-modal Multimodal text entry Realistic scenario Recognition error Text entry systems
Subject Area心理语言学
ISBN9781424459612
Indexed ByEI
Language英语
Document Type会议论文
Identifierhttp://ir.psych.ac.cn/handle/311026/10086
Collection中国科学院心理研究所回溯数据库(1956-2010)
Recommended Citation
GB/T 7714
Xue, Licheng,Sun, Xianghong. Natural behavioral patterns of speech recognition error recovery[C]. 445 Hoes Lane - P.O.Box 1331, Piscataway, NJ 08855-1331, United States:IEEE Computer Society,2010.
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