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Abstract
Non-native English-speaking students in international academic environments often face difficulties in developing speaking skills due to limited opportunities for practice, low confidence, and communication anxiety. Although artificial intelligence (AI)-based tools have been increasingly used to support language learning, limited research has examined international students’ perceptions of ChatGPT voice mode in non-English-speaking educational contexts through the Technology Acceptance Model (TAM). This study explores students’ perceptions of ChatGPT voice mode for English speaking practice, focusing on perceived usefulness, perceived ease of use, behavioral intention, and challenges encountered during its use. A quantitative survey was conducted with ten non-native English-speaking undergraduate students in Indonesia using a 20-item Likert-scale questionnaire, and the data were analyzed descriptively. The results indicate that students generally perceive the feature positively in terms of usefulness and ease of use (M = 3.0–3.4) and demonstrate a willingness to continue using it (M = 3.4). Reported challenges are relatively limited (M = 2.1–2.8), mainly related to speech recognition, accent differences, and limitations in replicating human interaction. Overall, ChatGPT voice mode functions as a supportive tool for independent speaking practice. The findings contribute to research on AI-assisted language learning and provide practical insights for integrating AI-supported speaking tools into language learning environments.
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References
- Abu El-Haj, S. A., Abu El-Haj, H., & Al-Assaf, N. M. (2025). English learning perceptions and career implications: insights from tertiary-level students. International Journal of Evaluation and Research in Education, 14(4), 3325–3335. https://doi.org/10.11591/ijere.v14i4.32836
- Afifah, N., & Devana, T. (2020). Speaking Skill through Task Based Learning in English Foreign Language Classroom. Jo-ELT (Journal of English Language Teaching) Fakultas Pendidikan Bahasa & Seni Prodi Pendidikan Bahasa Inggris IKIP, 7(2), 135. https://doi.org/10.33394/jo-elt.v7i2.3109
- Akhter, S. (2021). Exploring The Significance Of Speaking Skill For Efl Learners. Journal of Archaeology of Egypt / Egyptology, 17(9), 6019–6030., 4(3), 1–9. https://archives.palarch.nl/index.php/jae/article/view/5149
- Albl-Mikasa, M., Ehrensberger-Dow, M., Gieshoff, A. C., & Hunziker Heeb, A. (2024). English as a lingua franca in interpreting and translation: a survey of practitioners. Frontiers in Communication, 9(July), 1–13. https://doi.org/10.3389/fcomm.2024.1413110
- Artha, B., Santoso, F., Sari, U. T., Bahri, B., Sari, N. P., Hadi, A. S., Asri, C. P., & Aditya, A. (2026). A Narrative Review of English Language Learning and Artificial Intelligence. 06(1), 47–56.
- Baharuddin, N. N. K. (2020). Efl Student Problems in Speaking : Case on Students of. Jurnal Akademik FKIP UNDAYAN, (124), 102–113.
- Banerjee, T., & Ramasubramanian, V. (2025). Accent ‑ robust speech recognition for English in low ‑ resource settings using Manifold Mixup. 0.
- Caldarini, G., Jaf, S., & McGarry, K. (2022). A Literature Survey of Recent Advances in Chatbots. Information (Switzerland), 13(1). https://doi.org/10.3390/info13010041
- Carrera Nuñez, A. A., Carrera Nuñez, M. S., Zambrano Pachay, J. F. Z. P., & Carrera Bosquez, A. M. C. B. (2025). Using ChatGPT Voice to Improve Speaking Skills in English Language Learners. Ciencia Latina Revista Científica Multidisciplinar, 9(1), 7143–7161. https://doi.org/10.37811/cl_rcm.v9i1.16390
- Chen, L., Chen, P., & Lin, Z. (2020). Artificial Intelligence in Education: A Review. IEEE Access, 8, 75264–75278. https://doi.org/10.1109/ACCESS.2020.2988510
- Chen, M. (2025). The human touch in AI : optimizing language learning through self-determination theory and teacher scaffolding. (July), 1–18. https://doi.org/10.3389/fpsyg.2025.1568239
- Çolak, M. K. (2024). Focus on ELT journal enhancing speaking skills through task repetition and ChatGPT integration in remedial EFL lessons : An action research approach. Focus on ELT Journal, 6(4), 1–6.
- Darasawang, P., & Reinders, H. (2021). Willingness to communicate and second language proficiency: A correlational study. Education Sciences, 11(9). https://doi.org/10.3390/educsci11090517
- Davis, F. D., & Granic, A. (2024). Book Review : The Technology Acceptance Model - 30 Years of TAM The background to TAM The Evolution , Revolution and Future of TAM. Journal of University Teaching & Learning Practice, 21(2), 1–6.
- Duc, L. T. K. D. (2025). Exploring Students’ Perceptions Of The Effectiveness Of Using Artificial Intelligence Chatbots For English Speaking Practice. 231(04), 29–36. https://doi.org/https://doi.org/10.34238/tnu-jst.13224
- Fang, S., & Han, Z. (2025). On the nascency of ChatGPT in foreign language teaching and learning. 148–178. https://doi.org/10.1017/S026719052510010X
- Galuh Kirana Wijayanti, & Chasanah, Z. (2021). Speech Functions by the Main Character in Wonder Movie in Teaching Speaking. Scripta : English Department Journal, 8(2), 28–34. https://doi.org/10.37729/scripta.v8i2.778
- Guartán Guamán, S. P., & Valdiviezo Ramírez, E. A. (2025). Using chatbots as a tool to personalize english as a foreign language learning: A literature review. Runas. Journal of Education and Culture, 6(12), e250283. https://doi.org/10.46652/runas.v6i12.283
- Halaweh, M. (2023). ChatGPT in education: Strategies for responsible implementation. Contemporary Educational Technology, 15(2). https://doi.org/10.30935/cedtech/13036
- Henry Wasosa. (2025). Influence of Psychological Well-Being and School Factors on Delinquency , During the Covid-19 Period Among Secondary School Students in Selected Schools in Nakuru County : Kenya. International Journal of Research and Innovation in Social Science (IJRISS), VII(2454), 1175–1189. https://doi.org/10.47772/IJRISS
- Johan, A. N., Chasanah, Z., & Purworejo, U. M. (2026). Enhancing EFL Students’ Listening Comprehension through Preparation for the TOEFL Application. 7(1), 129–145. https://doi.org/https://doi.org/10.24256/foster-jelt.v7i1.329
- Kamalia, A., & Salim, M. A. (2025). Implementation of Duolingo Application to Improve English Speaking Skills of Tribakti Islamic University Students : Classroom Action Study. English Education, Linguistics, and Literature Journal, 4(2024), 144–152.
- Kufel, J., Bargieł-Łączek, K., Kocot, S., Koźlik, M., Bartnikowska, W., Janik, M., Czogalik, Ł., Dudek, P., Magiera, M., Lis, A., Paszkiewicz, I., Nawrat, Z., Cebula, M., & Gruszczyńska, K. (2023). What Is Machine Learning, Artificial Neural Networks and Deep Learning?—Examples of Practical Applications in Medicine. Diagnostics, 13(15). https://doi.org/10.3390/diagnostics13152582
- Language, C. (2026). Enhancing EFL Speaking Fluency and Confidence through ChatGPT Voice in Contextual Learning at Madrasah Aliyah. 6(1), 121–134.
- Laputková, B. (2025). Speaking Skills Improvement at University Level English Lesson. Innovare Journal of Education, 13(4), 39–46. https://doi.org/10.22159/ijoe.2025v13i4.55436
- Li, H., Meng, L., Mu, K., & Wang, S. (2024). English language requirement and educational inequality: Evidence from 16 million college applicants in China. Journal of Development Economics, 168. https://doi.org/10.1016/j.jdeveco.2024.103271
- Lubis, D. N., & Wahono, S. S. (2024). Enhancing Efl Speaking Skills Through Spotify: the Power of Interactive Comments. English Review: Journal of English Education, 12(2), 685–694. https://doi.org/10.25134/erjee.v12i2.9834
- Mishra, S., Jain, S., & Kumar, H. (2018). Exploring the impact of AI chatbots on student engagement and motivation: A systematic review. Computers in Human Behavior, 88(1), 224–233.
- Mustamir, M. (2024). Indonesian Efl Learners and Speaking Anxiety: Insights From a Meta-Synthetic Analysis. English Review: Journal of English Education, 12(2), 509–518. https://doi.org/10.25134/erjee.v12i2.9950
- Muzamil, M., & Allahbaksh, S. (2025). Exploring the Effectiveness of Chatgpt in Improving the. 8(4), 1440–1445.
- Nazri, M. A. (2021). Communication Barriers in Speaking: Challenges Faced by Indonesian EFL Learners. Print) Journal of English Language and Education, 10(5), 2025.
- Nguyet, N. T. M., & Nhan, P. T. T. (2024). Voice Mode of ChatGPT: A New Support Tool for Teaching English in University Programs. EPRA International Journal of Research and Development (IJRD), 9(7), 140–143. https://doi.org/10.36713/epra2016
- Noe, S., Yusuf, F. N., & Wirza, Y. (2025). ChatGPT as a Speaking Partner : Investigating Its Impact on Students ’ Speaking Anxiety. XI(2), 190–199.
- Nugroho, T. B., Riana, N. A., & Syahid, A. (2024). Perceptions of using ChatGPT’s real-time feedback to enhance EFL speaking skills. PESHUM: Jurnal Pendidikan, Sosial Dan Humaniora, 4(1), 842–850.
- Nur, F. T. (2023). ELT FORUM 12(1) (2023) Journal of English Language Teaching Artificial intelligence (AI) technology in OpenAI ChatGPT application: A review of ChatGPT in writing English essay. Journal of English Language Teaching, 12(1), 44–58. http://journal.unnes.ac.id/sju/index.php/elt
- Oranga, J., & Matere, A. (2025). Quantitative Research: Types, Advantages, Generalizability&Limitations. OALib, 12(09), 1–9. https://doi.org/10.4236/oalib.1113694
- Pratiwi, A., Jabu, B., & Talib, A. (2023). Using Story Telling to Improve the Speaking Ability of the Third Grade Students of SMP Negeri 2 Pangkajene. Performance: Journal of English Education and Literature, 2(4), 542. https://doi.org/10.26858/performance.v2i4.54289
- Puspita, I. T., Silvhiany, S., & Ismail, P. (2025). Higher Education Internationalization and English Language Practices: Academics Perspectives. Edukasi: Jurnal Pendidikan Dan Pengajaranedukasi: Jurnal Pendidikan Dan Pengajaran, 12(1), 539–553. https://doi.org/10.19109/npj84575
- Rabuandika, A. (2025). Leveraging AI in Self-Directed Learning: A Phenomenological Study of Master’s Students’ Experiences. JP (Jurnal Pendidikan): Teori Dan Praktik, 10(1), 1–13. https://doi.org/10.26740/jp.v10n1.p1-13
- Radzikowski, K. (2021). Accent modification for speech recognition of non-native speakers using neural style transfer.
- Rahma Novia Anggraeni, Ngafif, A., & Chasanah, Z. (2021). The Effectiveness of Using Visual Dictionary to Teach Vocabulary at the Grade Students. Scripta : English Department Journal, 8(2), 11–19. https://doi.org/10.37729/scripta.v8i2.1196
- Rao, P. S. (2019). The role of English as a global language. Reseasch Journal of English (RJOE), 4(1), 65–79. www.rjoe.org.in
- Razi, F., Muslem, A., & Fitrisia, D. (2021). Universitas Syiah Kuala, Banda Aceh, Indonesia. English Education Journal (EEJ), 12(4)(October 2021), 540–557. https://doi.org/10.24815/eej.v12i3.19136
- Saptiany, S. G., Hartono, R., Mujiyanto, J., & Rustipa, K. (2025). Exploring the Role of ChatGPT Voice Mode in Reducing Foreign Language Speaking Anxiety Among Indonesian ESP Students. Educational Process International Journal, 19(1). https://doi.org/10.22521/edupij.2025.19.554
- Satriawan, K., & Skolastika, I. M. (2023). The analysis of students’ speaking ability in speech at English literature department of mahasaraswati denpasar university. BULLET : Jurnal Multidisiplin Ilmu, 2(3), 739–746. https://journal.mediapublikasi.id/index.php/bullet
- Shafira, S. E., Rokhayati, T., & Chasanah, Z. (2025). Exploring Students’ Perceptions of Narrative Role-Play Videos in Speaking Assessment. Journal of English Language and Education, 10(3), 263–274. https://doi.org/10.31004/jele.v10i3.864
- Shilpa, K., & Menon, D. (2024). Consumer’s interaction with ChatGPT- a UTAUT perspective. Science Talks, 9(October 2023), 100281. https://doi.org/10.1016/j.sctalk.2023.100281
- Singh, H. (2025). AI-Powered Chatbots Transforming Customer Support through Personalized and Automated Interactions. SSRN Electronic Journal, X(X), 450–468. https://doi.org/10.2139/ssrn.5267858
- Sukarni, S., Chasanah, Z., Maskuri, E. S., Laksono, P., & Anua Jah, N. J. (2025). TPACK Competence and Technology Use Among in-Service EFL Teachers. Journal of Languages and Language Teaching, 13(2), 1027. https://doi.org/10.33394/jollt.v13i2.13833
- TENENTI, A. (2023). The English. Piracy and the Decline of Venice 1580 - 1615, 56–86. https://doi.org/10.2307/jj.8085283.10
- Tong, F., Li, T., Liao, D., Xia, S., Li, S., & Hong, Q. (2022). applied sciences The XMUSPEECH System for Accented English Automatic Speech Recognition. 0–7.
- Tusino, T., Dewi, P., Hati, M. L. P., & Iglesia, M. J. C. (2025). ChatGPT in Academic Writing Classes: Exploring EFL Students’ Perspectives. Journal of Languages and Language Teaching, 13(4), 2162–2172. https://doi.org/10.33394/jollt.v13i4.15293
- Wahyuningsih, S., & Afandi, M. (2020). Investigating English speaking problems: Implications for speaking curriculum development in Indonesia. European Journal of Educational Research, 9(3), 967–977. https://doi.org/10.12973/EU-JER.9.3.967
- Widyawati, A. (2026). A Systematic Review o f Teachers ’ Perspectives on Using Chat GPT to Teach Speaking : Benefits and Challenges. 9(1), 261–272.
- Wu, T. T., Hapsari, I. P., & Huang, Y. M. (2026). Intelligent chatbot–supported collaborative learning: Impact on student engagement and English speaking skills. ReCALL, 1–19. https://doi.org/10.1017/S0958344025100451
- Zahra, O. A., & Ifadah, M. (2025). Analysing EFL Learners Speaking Skills through Authentic Materials and Role Plays Activities Analysing EFL Learners Speaking Skills through Authentic Materials and Role Play Activities. English Language and Literature International Conference (ELLiC) Proceedings, 8(1), 624–633. https://jurnal.unimus.ac.id/index.php/ELLIC/index