Evaluation of Intelligent Speech Technology in Epidemic Prevention: Take Iflytek Input Software in Chinese and Japanese Recognition as an Example
Evaluation of Intelligent Speech Technology in Epidemic Prevention: Take Iflytek Input Software in Chinese and Japanese Recognition as an Example
复制标题
DOI：
10.1088/1742-6596/1631/1/012047
复制
发表时间：
2020
期刊：
影响因子：
--
通讯作者：
Gaowu Wang
中科院分区：
文献类型：
--
作者：
Chen Cao;Gaowu Wang
Abstract. This study aims to investigate public’s understanding of intelligent speech technology and to evaluate the word accuracy rate of speech recognition technology in Japanese and Chinese recognition and translation, using the simulating corpus of doctor-patient communication. It is concluded from the questionnaire that currently the public has a high awareness and demand of intelligent speech products. The results of speech recognition experiments show that the word accuracy rates are 99.4% in Mandarin, 96.1% in Japanese, 94.2% in Japanese translation of Chinese, and 82.7% in Chinese translation of Japanese, respectively. In the recognition of Mandarin and Japanese, the errors mainly include missing words and word errors caused by the same or similar pronunciation. In the translation between Japanese and Chinese recognition, the whole sentence omission, sentence patterns, tenses and so on are more common.
