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Associations between generative AI-based pronunciation feedback and willingness to communicate in English: the

Yang Lu1, Yanchao Yang2,3, Tianxue Cui4

  • 1Faculty of International Languages, Qinggong College, North China University of Science and Technology, Tangshan, Hebei, China.

Frontiers in Psychology
|August 28, 2026
PubMed

Keywords:
Chinese EFL studentsEnglish pronunciation self-efficacygenerative AI-based pronunciation feedbackmediation analysiswillingness to communicate

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