CBConv: Service for Automatic Conversion of Chinese Characters into Braille with High Accuracy

被引:9
|
作者
Wang, Xiangdong [1 ]
Zhong, Jinghua [2 ]
Cai, Jia [1 ]
Liu, Hong [1 ]
Qian, Yueliang [1 ]
机构
[1] Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China
[2] Beijing Union Univ, Coll Special Educ, Beijing, Peoples R China
关键词
Chinese Braille; automatic conversion; deep learning; RNN;
D O I
10.1145/3308561.3354639
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The conversion of Chinese Characters into Braille faces the challenges of Braille word segmentation, pronunciation determination, and tone marking. In this paper, we present the CBConv service for automatic conversion of Chinese characters into Braille with high accuracy. The service supports two modes: real-time conversion of Chinese strings and asynchronous conversion of documents. To address the challenges described above, an end-to-end deep learning framework is proposed, which can perform pronunciation determination, word segmentation and tone marking simultaneously using a deep neural network. Accuracy evaluation and user study are conducted, which demonstrate the usability of the proposed system.
引用
收藏
页码:566 / 568
页数:3
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