DocumentCode
2701982
Title
Semi-Synchronous Speech and Pen Input
Author
Watanabe, Yoshihiro ; Iwata, Keiji ; Nakagawa, R. ; Shinoda, Kazuma ; Furui, S.
Author_Institution
Dept. of Comput. Sci., Tokyo Inst. of Technol., Japan
Volume
4
fYear
2007
fDate
15-20 April 2007
Abstract
This paper proposes a new interface method using semi-synchronous speech and pen input for mobile environments. In this interface, a user speaks while writing, where pen input complements speech to achieve higher recognition performance than speech alone. A multimodal recognition algorithm that can handle the asynchronicity of the two modes using a segment-based unification scheme is proposed. This method is evaluated under noisy conditions with four different pen-input interfaces: character, stroke, pen-touch, and point-to-character, each of which is assumed to be given for a phrase unit in speech. It is confirmed that the recognition accuracy is improved by the proposed method in comparison with that by speech alone in all the pen-input conditions.
Keywords
handwritten character recognition; light pens; speech recognition; speech-based user interfaces; interface method; mobile environments; multimodal recognition algorithm; pen-input interfaces; segment-based unification scheme; semi-synchronous speech; Character recognition; Computer science; Handwriting recognition; Mobile computing; Personal digital assistants; Speech analysis; Speech recognition; User interfaces; Working environment noise; Writing; User interfaces; handwritten character recognition; speech recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location
Honolulu, HI
ISSN
1520-6149
Print_ISBN
1-4244-0727-3
Type
conf
DOI
10.1109/ICASSP.2007.366936
Filename
4218124
Link To Document