An Investigation Into Artificial Intelligence Speech Evaluation Programs With Automatic Feedback for Developing EFL Learners’ Speaking Skills

SAGE Open - Tập 13 Số 3 - 2023
Bin Zou1, Yiran Du2, Zhimai Wang1, Jinxian Chen1, Weilei Zhang3
1Xi’an Jiaotong-Liverpool University, Suzhou, China
2University of Liverpool, Liverpool, UK
3Shanghai University of International Business and Economics, Shanghai, China

Tóm tắt

The development of artificial intelligence (AI) technology has enhanced the use of automated speech evaluation systems for language learners to practice speaking skills. This study investigated whether various automatic feedback offered by AI speech evaluation programs can help English as a foreign language (EFL) learners develop speaking skills. Forty EFL learners in China participated in this study. Data collection included qualitative and quantitative data. The results showed that the majority of participants believed they improved their speaking skills with the feedback offered by the AI speaking evaluation program. The findings also revealed that there were significant improvements in their mean scores of speaking skills in pre- and post-tests. Therefore, it is suggested that AI speaking evaluation systems could provide more varied textual feedback and practical suggestions to assist EFL learners in developing speaking skills.

Từ khóa


Tài liệu tham khảo

10.4018/IJCALLT.2020010105

10.1080/09588221.2022.2080230

10.1080/09588221.2020.1770293

10.1017/S0958344014000159

10.1108/ITP-09-2020-0632

10.1111/j.1467-8535.2012.01342.x

10.1080/09588221.2021.1952272

10.1016/j.specom.2019.10.005

Dizon G. (2020). Evaluating intelligent personal assistants for L2 listening and speaking development. Language Learning & Technology, 24(1), 16–26. https://doi.org/10125/44705

10.4995/eurocall.2016.6402

10.3390/fi12030042

10.5209/CLAC.62495

King N., 2019, Interviews in qualitative research, 2

10.1007/978-3-030-52237-7_25

10.1111/j.1540-4781.2013.12030.x

10.1017/S0958344019000065

10.1111/flan.12454

10.1111/modl.12234_3

10.17161/iallt.v46i1.8552

10.1177/0163443720983295

Nielson K. B., 2011, Language Learning&Techonology, 15, 110

Pallant J., 2020, SPSS survival manual: A step by step guide to data analysis using IBM SPSS, 7

10.1177/1362168818819027

10.1080/09588221.2017.1382536

10.1080/09588221.2018.1456465

Russell S. J., 2016, Artificial intelligence: A modern approach, 3

10.3102/0034654307313795

10.1080/10494820.2020.1841801

10.1111/jcal.12079

10.1080/10400435.2010.483646

10.4018/IJCALLT.2021070105

10.1080/09588221.2020.1744666

10.1080/09588221.2018.1438474

10.3390/su15042872

10.1080/09588221.2015.1121878