Applying Speech-to-Text Recognition and Computer-Aided Translation for Supporting Multi-lingual Communications in Cross-Cultural Learning Project

Rustam Shadiev, Barry Lee Reynolds, Yueh Min Huang, Narzikul Shadiev, Wei Wang, Rai Laxmisha, Wanwisa Wannapipat

研究成果: Conference contribution

2 引文 斯高帕斯(Scopus)

摘要

We applied a speech-to-text recognition (STR) and computer-aided translation (CAT) systems to support multi-lingual communications students participating in cross-cultural learning project. The participants were engaged in interactions and information exchanges in order to learn and understand cultures and traditions of their peers. Their communications were carried out in their native languages on social communication platforms. The participants spoke and STR system generated texts from their voice inputs. CAT system then simultaneously translated STR-texts into English. Finally, translated texts were posted on social communication platforms along with spoken content in the participants' native languages. We aimed to examine accuracy rates of processes associated with STR and CAT for different languages during multi-lingual communications in our cross-cultural learning project. In addition, the feasibility of our approach to support multi-lingual communications in cross-cultural learning project was investigated. Our results showed that the lowest accuracy rate was for Mongolian and Filipino and the highest was for Spanish, Russian, and French. Our results also demonstrated that cross-cultural learning took place, the participants understood and were able to explain foreign traditions to others as well as to compare foreign traditions with their own local. Based on our results, we made several suggestions and implications for the teaching and research community.

原文English
主出版物標題Proceedings - IEEE 17th International Conference on Advanced Learning Technologies, ICALT 2017
編輯Ronghuai Huang, Radu Vasiu, Kinshuk, Demetrios G Sampson, Nian-Shing Chen, Maiga Chang
發行者Institute of Electrical and Electronics Engineers Inc.
頁面182-183
頁數2
ISBN(電子)9781538638705
DOIs
出版狀態Published - 2017 8月 3
事件17th IEEE International Conference on Advanced Learning Technologies, ICALT 2017 - Timisoara, Romania
持續時間: 2017 7月 32017 7月 7

出版系列

名字Proceedings - IEEE 17th International Conference on Advanced Learning Technologies, ICALT 2017

Conference

Conference17th IEEE International Conference on Advanced Learning Technologies, ICALT 2017
國家/地區Romania
城市Timisoara
期間17-07-0317-07-07

All Science Journal Classification (ASJC) codes

  • 電腦網路與通信
  • 電腦科學應用
  • 教育

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