Golden Mandarin(II)-an intelligent Mandarin dictation machine for Chinese character input with adaptation/learning functions

Golden Mandarin (II) is an intelligent single-chip based real-time Mandarin dictation machine for the Chinese language with a very large vocabulary for the input of unlimited Chinese texts into computers using voice. This dictation machine can be installed on any personal computer, in which only a s...

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Main Authors: Lin-Shan Lee, Keh-Jiann Chen, Chiu-Yu Tseng, Renyuan Lyu, Lee-Feng Chien, Hsin-Min Wang, Jia-Lin Shen, Sung-Chien Lin, Yen-Ju Yang, Bo-Ren Bai, Chi-Ping Nee, Chun-Yi Liao, Shueh-Sheng Lin, Chung-Shu Yang, I-Jung Hung, Ming-Yu Lee, Rei-Chang Wang, Bo-Shen Lin, Yuan-Cheng Chang, Rung-Chiung Yang, Yung-Chi Huang, Chen-Yuan Lou, Tung-Sheng Lin
Format: Conference Proceeding
Language:English
Subjects:
Computer errors
Digital signal processing chips
Error correction
Learning systems
Machine intelligence
Machine learning
Natural languages
Speech
Vocabulary
Working environment noise
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Summary:Golden Mandarin (II) is an intelligent single-chip based real-time Mandarin dictation machine for the Chinese language with a very large vocabulary for the input of unlimited Chinese texts into computers using voice. This dictation machine can be installed on any personal computer, in which only a single chip Motorola DSP 96002D is used, with a preliminary character correct rate around 95% at a speed of 0.6 sec per character. Various adaptation/learning functions have been developed for this machine, including fast adaptation to new speakers, on-line learning the voice characteristics, task domains, word pattern and noise environments of the users, so the machine can be easily personalized for each user. These adaptation/learning functions are the major subjects of the paper.< >
DOI:10.1109/SIPNN.1994.344943