Review of the application of intelligent speech technology in education
Education is the main application field of intelligent speech technology, including automatic speech recognition and speech assessment. In this paper, we introduce some popular application cases of intelligent speech technology in education, such as intelligent micro-lessons, online distance learnin...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
De Gruyter
2022-08-01
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| Series: | Journal of China Computer-Assisted Language Learning |
| Subjects: | |
| Online Access: | https://doi.org/10.1515/jccall-2022-0004 |
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| _version_ | 1832593625628803072 |
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| author | Gao Jianqing Wan Genshun Wu Kui Fu Zhonghua |
| author_facet | Gao Jianqing Wan Genshun Wu Kui Fu Zhonghua |
| author_sort | Gao Jianqing |
| collection | DOAJ |
| description | Education is the main application field of intelligent speech technology, including automatic speech recognition and speech assessment. In this paper, we introduce some popular application cases of intelligent speech technology in education, such as intelligent micro-lessons, online distance learning and spoken English learning and testing. With the help of intelligent speech technology, people can acquire knowledge faster, learn languages more efficiently, and even communicate by using different languages. Moreover, we propose three kinds of challenging problems in the application of intelligent speech technology, including the recognition of domain-related terms, the recognition of code-switching and the fine-grained mispronunciation diagnosis. Viable state-of-art solutions to these problems are also discussed in detail. Meanwhile, we also discuss what language teachers and researchers can do in solving the above technical problems. |
| format | Article |
| id | doaj-art-89a5551ccd764cf1ae14829fcac4f206 |
| institution | Kabale University |
| issn | 2748-3479 |
| language | English |
| publishDate | 2022-08-01 |
| publisher | De Gruyter |
| record_format | Article |
| series | Journal of China Computer-Assisted Language Learning |
| spelling | doaj-art-89a5551ccd764cf1ae14829fcac4f2062025-01-20T11:08:49ZengDe GruyterJournal of China Computer-Assisted Language Learning2748-34792022-08-012116517810.1515/jccall-2022-0004Review of the application of intelligent speech technology in educationGao Jianqing0Wan Genshun1Wu Kui2Fu Zhonghua3iFlytek Research, iFlytek Co., Hefei, ChinaiFlytek Research, iFlytek Co., Hefei, ChinaiFlytek Research, iFlytek Co., Hefei, ChinaXi’an iFlytek Hyper-brain Information Technology Co., Xi’an, ChinaEducation is the main application field of intelligent speech technology, including automatic speech recognition and speech assessment. In this paper, we introduce some popular application cases of intelligent speech technology in education, such as intelligent micro-lessons, online distance learning and spoken English learning and testing. With the help of intelligent speech technology, people can acquire knowledge faster, learn languages more efficiently, and even communicate by using different languages. Moreover, we propose three kinds of challenging problems in the application of intelligent speech technology, including the recognition of domain-related terms, the recognition of code-switching and the fine-grained mispronunciation diagnosis. Viable state-of-art solutions to these problems are also discussed in detail. Meanwhile, we also discuss what language teachers and researchers can do in solving the above technical problems.https://doi.org/10.1515/jccall-2022-0004automatic speech recognitioncode-switchingcomputer-assisted language learningdomain-related termseducationmispronunciation diagnosis |
| spellingShingle | Gao Jianqing Wan Genshun Wu Kui Fu Zhonghua Review of the application of intelligent speech technology in education Journal of China Computer-Assisted Language Learning automatic speech recognition code-switching computer-assisted language learning domain-related terms education mispronunciation diagnosis |
| title | Review of the application of intelligent speech technology in education |
| title_full | Review of the application of intelligent speech technology in education |
| title_fullStr | Review of the application of intelligent speech technology in education |
| title_full_unstemmed | Review of the application of intelligent speech technology in education |
| title_short | Review of the application of intelligent speech technology in education |
| title_sort | review of the application of intelligent speech technology in education |
| topic | automatic speech recognition code-switching computer-assisted language learning domain-related terms education mispronunciation diagnosis |
| url | https://doi.org/10.1515/jccall-2022-0004 |
| work_keys_str_mv | AT gaojianqing reviewoftheapplicationofintelligentspeechtechnologyineducation AT wangenshun reviewoftheapplicationofintelligentspeechtechnologyineducation AT wukui reviewoftheapplicationofintelligentspeechtechnologyineducation AT fuzhonghua reviewoftheapplicationofintelligentspeechtechnologyineducation |