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Crossmodal error correction of continuous handwriting recognition by speech

Ao, Xiang ; Wang, Xugang ; Tian, Feng ; Dai, Guozhong ; Wang, Hongan

Proceedings of the 12th international conference on intelligent user interfaces, 28 January 2007, pp.243-250

ISBN: 1595934812 ; ISBN: 9781595934819 ; DOI: 10.1145/1216295.1216339

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  • Nhan đề:
    Crossmodal error correction of continuous handwriting recognition by speech
  • Tác giả: Ao, Xiang ; Wang, Xugang ; Tian, Feng ; Dai, Guozhong ; Wang, Hongan
  • Chủ đề: Error Correction ; Handwriting Recognition ; Multimodal Fusion ; Phoneme ; Speech ; Weighted Phoneme ; Computer Science
  • Là 1 phần của: Proceedings of the 12th international conference on intelligent user interfaces, 28 January 2007, pp.243-250
  • Mô tả: 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.
  • Ngôn ngữ: English
  • Số nhận dạng: ISBN: 1595934812 ; ISBN: 9781595934819 ; DOI: 10.1145/1216295.1216339

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