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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jiang-Yu Li

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Review Open access Sep 2026

AI-Assisted Speaking Practice and Human-Directed Communicative Readiness: Survey and Scenario Evidence on Anxiety, Self-Efficacy, and Evaluation Pressure

Generative artificial intelligence (GenAI) voice tools create low-risk opportunities for second-language (L2) speaking practice, but it remains unclear whether AI-assisted speaking practice is associated with human-directed communicative readiness and how this relationship varies across learners and evaluation contexts...

Ru-Yi Wang, Jiang-Yu Li · 0 citations

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