Artificial Intelligence as an Assisted-Language Learning Tool: A Systematic Review of Its Efficacy in Enhancing Speaking Skills Among EFL Learners

Authors

  • Sutrah English Language Education Study Program, Graduate Program, Universitas Negeri Makassar, Indonesia
  • Siti Nurazizah Syair English Language Education Study Program, Graduate Program, Universitas Negeri Makassar, Indonesia
  • Khaeril Mujahid English Language Education Study Program, Graduate Program, Universitas Negeri Makassar, Indonesia
  • Musdalifah English Language Education Study Program, Graduate Program, Universitas Negeri Makassar, Indonesia

DOI:

https://doi.org/10.24256/ideas.v13i2.9004

Keywords:

Artificial Intelligence, Assisted-Language Learning, Blended Learning, EFL Speaking Skills

Abstract

This systematic literature review synthesizes empirical research from 2020 to 2025 to evaluate the efficacy of Artificial Intelligence (AI) as an assisted-language learning tool in enhancing the speaking skills of English as a Foreign Language (EFL) learners. Following the PRISMA framework, an analysis of 22 studies reveals that AI tools, categorized into speech recognition tutors, conversational chatbots, and comprehensive platforms, demonstrate significant potential in improving specific micro-skills. The evidence indicates that pronunciation is the most frequently enhanced aspect (cited in 19 out of 22 studies), followed by fluency (17 studies), vocabulary (14 studies), and grammar (13 studies). Key pedagogical drivers underpinning this efficacy are the provision of immediate, personalized feedback, adaptive learning paths, and the creation of low-anxiety practice environments, which also contribute to improved speaking confidence (noted in 12 studies). However, the review identifies persistent and significant challenges. These include technical limitations in processing non-native accents and spontaneous speech, a lack of human-like interaction for developing pragmatic and cultural competencies, and critical issues of equitable access and data privacy. Methodologically, the field is constrained by small-scale studies (samples of n=20 to n=93) and short intervention periods (4 to 14 weeks), which limit generalizability. The central conclusion is that successful outcomes are not dependent on the AI tools alone but hinge on their strategic, pedagogically-aligned integration within a blended learning ecosystem that complements human instruction. Consequently, this study provides practical implications for curriculum design and teacher training, emphasizing the need for pedagogical integration over mere tool adoption. It recommends future research to pursue longitudinal studies, more robust methodological designs, and the development of more linguistically and culturally adaptive AI technologies to bridge the gap between technological potential and equitable, effective educational practice.

References

Aderibigbe, A. O., Peter Efosa Ohenhen, Nwabueze Kelvin Nwaobia, Joachim Osheyor Gidiagba, & Emmanuel Chigozie Ani. (2023). ARTIFICIAL INTELLIGENCE IN DEVELOPING COUNTRIES: BRIDGING THE GAP BETWEEN POTENTIAL AND IMPLEMENTATION. Computer Science & IT Research Journal, 4(3), 185–199. https://doi.org/10.51594/csitrj.v4i3.629

Akhter, E. (2025). THE IMPACT OF HUMAN-MACHINE INTERACTION ON ENGLISH PRONUNCIATION AND FLUENCY: CASE STUDIES USING AI SPEECH ASSISTANTS. Review of Applied Science and Technology, 04(02), 473–500. https://doi.org/10.63125/1wyj3p84

Al-husban, N. A. (2025). The impact of AI- assisted language learning tools on augmenting university EFL students’ speaking skills in Jordan. Journal of Applied Learning & Teaching, 8(1). https://doi.org/10.37074/jalt.2025.8.1.13

Aliakbari, M., Barzan, P., Allahveysi, S. P., & Bakhtiarvand, M. (2025). AI-Powered Chatbots for English Conversation Practice: Impact on Speaking Proficiency. Technology Assisted Language Education, Online First. https://doi.org/10.22126/tale.2025.12621.1138

Anh, N. H., Baharloo, A., & Pasaribu, G. R. (2025). Integrating AI-Based Tools to Enhance Speaking Fluency in EFL Classrooms in Labuhanbatu Utara. JELIM: Journal of Education, Language, Social and Management, 3(1), 7–16.

Chen, X., Xie, H., Zou, D., & Hwang, G.-J. (2020). Application and theory gaps during the rise of Artificial Intelligence in Education. Computers and Education: Artificial Intelligence, 1, 100002. https://doi.org/10.1016/j.caeai.2020.100002

Dennis, N. K. (2024). Using AI-Powered Speech Recognition Technology to Improve English Pronunciation and Speaking Skills. IAFOR Journal of Education, 12(2), 107–126.

Fathi, H., Sharifi, A., & Ahmadi, H. (2025). Empowering Students with Innovative AI-Language Learning Tools and Pedagogy to Master Speaking Skills. Iranian Journal of Applied Language Studies, 17(1), 197–220.

Huang, W., Hew, K. F., & Fryer, L. K. (2022). Chatbots for language learning—Are they really useful? A systematic review of chatbot‐supported language learning. Journal of Computer Assisted Learning, 38(1), 237–257. https://doi.org/10.1111/jcal.12610

Hwang, W.-Y., Luthfi, M. I., & Liu, Y.-F. (2024). AI-enhanced video drama-making for improving writing and speaking skills of students learning English as a foreign language. Innovation in Language Learning and Teaching, 1–18. https://doi.org/10.1080/17501229.2024.2437655

Isotalus, P., Eklund, M., & Karppinen, K. (2025). Artificial intelligence as a feedback provider in practicing public speaking. Communication Teacher, 39(1), 78–85. https://doi.org/10.1080/17404622.2024.2407910

Khan, A., Khattak, S. I., & Shakeel, Z. (2025). Exploring The Impact of Artificial Intelligence on Language Learning and English Communication Skills. Research Journal for Social Affairs, 3(5), 863–875. https://doi.org/10.71317/RJSA.003.05.0383

Kooti, M., Abyavi, M., Mombeini, H., & Allahdini, P. (2025). The Impact of AI-Integrated Language Instruction on EFL Learners’ Speaking Proficiency, Speaking Anxiety, and Foreign Language Motivation. Assessment and Practice in Educational Sciences, 3(3), 1–13. https://doi.org/10.61838/japes.3.3.6

Kovalenko, I., & Baranivska, N. (2024). INTEGRATING ARTIFICIAL INTELLIGENCE IN ENGLISH LANGUAGE TEACHING: EXPLORING THE POTENTIAL AND CHALLENGES OF AI TOOLS IN ENHANCING LANGUAGE LEARNING OUTCOMES AND PERSONALIZED EDUCATION. European Socio-Legal & Humanitarian Studies, 1, 86–95. https://doi.org/10.61345/2734-8873.2024.1.9

Kuddus, K. (2022). Artificial Intelligence in Language Learning: Practices and Prospects. In A. Mire, S. Malik, & A. K. Tyagi (Eds.), Advanced Analytics and Deep Learning Models (1st ed., pp. 1–17). Wiley. https://doi.org/10.1002/9781119792437.ch1

Leba, S. M. R., & Butar-Butar, R. B.-B. (2024). The Function of Artificial Intelligence (AI) In Developing English Language Learner’s Speaking Performance. 1(01), 240–249. https://seminar.ustjogja.ac.id/index.php/ICSTI/article/view/2892

Li, W., Mohamad, M., & You, H. W. (2025). Integrating automatic speech recognition and automated writing evaluation to reduce speaking anxiety and enhance speaking competence among Chinese EFL learners. Cogent Education, 12(1), 2559161. https://doi.org/10.1080/2331186X.2025.2559161

Madhavi, E., Lavanya Sivapurapu, Vijayakumar Koppula, Vemuganti Sreehari, & P. B. Esther Rani. (2023). Developing Learners’ English-Speaking Skills using ICT and AI Tools. Journal of Advanced Research in Applied Sciences and Engineering Technology, 32(2), 142–153. https://doi.org/10.37934/araset.32.2.142153

Makhlouf, M. K. I. (2021). Effect of Artificial Intelligence-Based Application on Saudi Preparatory -Year Students’ EFL Speaking Skills at Albaha University. International Journal of English Language Education, 9(2), 36. https://doi.org/10.5296/ijele.v9i2.18782

Mingyan, M., Noordin, N., & Razali, A. B. (2025). Improving EFL speaking performance among undergraduate students with an AI-powered mobile app in after-class assignments: An empirical investigation. Humanities and Social Sciences Communications, 12(1), 370. https://doi.org/10.1057/s41599-025-04688-0

Mohebbi, A. (2025). Enabling learner independence and self-regulation in language education using AI tools: A systematic review. Cogent Education, 12(1), 2433814. https://doi.org/10.1080/2331186X.2024.2433814

Masruddin, M., Amir, F., Langaji, A., & Rusdiansyah, R. (2023). Conceptualizing linguistic politeness in light of age. International Journal of Society, Culture & Language, 11(3), 41-55.

Mudawy, A. M. A. (2025). Exploring EFL Learners’ Perceptions on the Use of AI-Powered Conversational Tools to Improve Speaking Fluency: A Case Study at Majmaah University. Forum for Linguistic Studies, 7(1). https://doi.org/10.30564/fls.v7i1.7774

Nasriandi, N., & Masruddin, M. (2021). The Use of British Parliamentary Debate Style in Teaching Speaking Skill. IDEAS: Journal on English Language Teaching and Learning, Linguistics and Literature, 9(1).

Nguyen, H. A. (2024). Harnessing AI-Based Tools for Enhancing English Speaking Proficiency: Impacts, Challenges, and Long-Term Engagement. International Journal of AI in Language Education, 1(2), 18–29. https://doi.org/10.54855/ijaile.24122

Nurmayasari, D. (2024). Leveraging Artificial Intelegence Technology: Introducing Speak. Google as a Digital Speaking Asisstant for EFL Students. STRATEGY: Jurnal Inovasi Strategi Dan Model Pembelajaran, 4(1), 14–18. https://doi.org/10.51878/strategi.v4i1.2927

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, n71. https://doi.org/10.1136/bmj.n71

Qiao, H., & Zhao, A. (2023). Artificial intelligence-based language learning: Illuminating the impact on speaking skills and self-regulation in Chinese EFL context. Frontiers in Psychology, 14, 1255594. https://doi.org/10.3389/fpsyg.2023.1255594

Rahman, A. J., & Brime, A. A. (2025). Enhancing EFL Learners’ Speaking Skills through AI-Powered Tools: A Quantitative Approach. Zanco Journal of Humanity Sciences, 29(SpB), 812–826. https://doi.org/10.21271/zjhs.29.SpB.44

Roy, S., & Paul, S. K. (2023). Revolutionizing education: How artificial intelligence is transforming the learning landscape. Int. J. Trend Sci. Res. Dev, 7(748–756), 68. https://doi.org/10.13140/RG.2.2.31851.31527

Shen, J., Qian, B., Ma, Q., & Diana Deris, F. (2025). Exploring the Impact of AI-Assisted Speaking Practice on EFL Learners’ Speaking Proficiency and Motivation: A Mixed-Method Study. International Journal of Academic Research in Progressive Education and Development, 14(4), Pages 43-52. https://doi.org/10.6007/IJARPED/v14-i4/26672

Sormin, R. K., Sari, I. P., Purba, A., & Rizki, F. (2025). Implications of AI Based as Learning Media to Improve the Speaking Skill From Perspective Students at STIKOM Tunas Bangsa; Trough Mobile Assisted Language Learning. Journal of Educational Sciences, 9(4), 2323–2332.

Sun, J., & Rui, J. (2025). Evaluating the Longitudinal Effects of AI-Enhanced Collaborative Dialogue Modes on Computational Thinking and Language Proficiency in EFL Learners: A Mixed-Methods Approach. Journal of Educational Computing Research, 07356331251399452. https://doi.org/10.1177/07356331251399452

Torkhani, D. (2025). AI-enhanced language learning: The impact of Talkpal.AI on EFL undergraduate students’ English-speaking skills. American Journal of STEM Education, 11, 69–82. https://doi.org/10.32674/232w1188

Wiboolyasarin, W., Wiboolyasarin, K., Tiranant, P., Jinowat, N., & Boonyakitanont, P. (2025). AI-driven chatbots in second language education: A systematic review of their efficacy and pedagogical implications. Ampersand, 14, 100224. https://doi.org/10.1016/j.amper.2025.100224

Wu, T.-T., Hapsari, I. P., & Huang, Y.-M. (2025). Effects of incorporating AI chatbots into think–pair–share activities on EFL speaking anxiety, language enjoyment, and speaking performance. Computer Assisted Language Learning, 1–39. https://doi.org/10.1080/09588221.2025.2478271

Zou, B., Du, Y., Wang, Z., Chen, J., & Zhang, W. (2023). An Investigation Into Artificial Intelligence Speech Evaluation Programs With Automatic Feedback for Developing EFL Learners’ Speaking Skills. Sage Open, 13(3), 21582440231193818. https://doi.org/10.1177/21582440231193818

Zou, B., Guan, X., Shao, Y., & Chen, P. (2023). Supporting Speaking Practice by Social Network-Based Interaction in Artificial Intelligence (AI)-Assisted Language Learning. Sustainability, 15(4), 2872. https://doi.org/10.3390/su15042872

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Published

2025-12-31

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