EFL Students’ Perceptions and Experiences on the Utilization of Ling App in Learning Pronunciation


(1) Universitas Islam Negeri Mataram, Indonesia
(2) Universiti Utara Malaysia, Malaysia
(3) Universitas Islam Negeri Mataram, Indonesia
(4) Universitas Islam Negeri Mataram, Indonesia
(5) Universitas Islam Negeri Mataram, Indonesia
(6) Universitas Islam Negeri Mataram, Indonesia


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Copyright (c) 2025 Titik Agustina, Hafiza Hajimia, Giofanny Yusran, Izza Halawiyah, Muh. Ikhlasul Farizi, Soni Ariawan
EFL Students’ Perceptions and Experiences on the Utilization of Ling App in Learning Pronunciation. Objectives: This study investigates the use of the Ling app, an AI-driven tool, in learning pronunciation among EFL students in Islamic higher education. The research aimed to explore students' perceptions and experiences regarding the app's effectiveness in improving pronunciation skills. Methods: A mixed-methods approach was employed, combining quantitative data from questionnaires completed by 103 participants and qualitative data from interviews with 10 students. The questionnaire assessed perceptions of the app's usability and impact, while the interviews provided deeper insights into students' experiences and challenges. Findings: The findings indicate that the Ling app significantly enhances pronunciation proficiency, fosters learner confidence, and supports autonomous learning. Key features, such as speech recognition, real-time feedback, and gamified exercises, were particularly effective in enabling students to correct errors and practice independently. The app's interactive nature and gamification elements maintained student engagement and motivation. However, challenges were identified, including limited access to premium features, dependence on internet connectivity, and occasional inaccuracies in AI feedback when recognizing diverse accents. Despite these limitations, the app proved to be a valuable supplementary tool for pronunciation learning, offering flexible and engaging practice opportunities. The results underscore the app's potential to address significant gaps in traditional learning methods by providing self-paced and interactive learning experiences. Conclusion: The study concludes that the Ling app is a promising tool for EFL students, but further development is needed to enhance customization, address technical limitations, and cater to a wider range of learner needs, particularly in resource-constrained environments.
Keywords: ling app, pronunciation, utilization.
Adams, W. C. (2015). Conducting semi‐structured interviews. In K. E. Newcomer, H. P. Hatry, & J. S. Wholey (Eds.), Handbook of Practical Program Evaluation (1st ed., pp. 492–505). Wiley. https://doi.org/10.1002/9781119171386.ch19
Almutalabi, M. M. (2018). Analysing the improper pronunciation of diphthongs by iraqi efl learners. JURNAL ARBITRER, 5(1), 17–22. https://doi.org/10.25077/ar.5.1.17-22.2018
Anita. (2013). Factors of success and failure in second language learning. JURNAL ARBITRER, 1(1), 1–7. https://doi.org/10.25077/ar.1.1.1-7.2013
Aratusa, Z. C. (2022). Students’ perceptions on the use of mobile-assisted language learning (mall) in learning pronunciation. International Journal of Current Science Research and Review, 05(07). https://doi.org/10.47191/ijcsrr/V5-i7-50
Ariawan, S. (2021). Perception and Expectation of EFL students on ideal online learning: a survey study in an indonesian islamic higher education. International Journal of English and Applied Linguistics (IJEAL), 1(3), 250–257. https://doi.org/10.47709/ijeal.v1i3.1241
Ariawan, S., Rahmat, H., & Rahman, K. (2021). What’s up in whatsapp classroom: exploring students’ perception in learning speaking through whatsapp during covid-19 pandemic. https://doi.org/10.37058/tlemc.v5i0.3581
Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa
Bryman, A. (2012). Social research methods (4th ed). Oxford University Press.
Creswell, J. W., & Poth, C. N. (2018). Qualitative inquiry & research design (Fourth edition). SAGE.
Dai, Y., & Wu, Z. (2023). Mobile-assisted pronunciation learning with feedback from peers and/or automatic speech recognition: A mixed-methods study. Computer Assisted Language Learning, 36(5–6), 861–884. https://doi.org/10.1080/09588221.2021.1952272
Fadilah, K. (2022). Students’ perception on the use of duolingo application in learning english during covid-19. VISION, 18(2), 96. https://doi.org/10.30829/vis.v18i2.1445
Farhat Jahara, S., & Hussein Abdelrady, A. (2021). Pronunciation problems encountered by efl learners: an empirical study. Arab World English Journal, 12(4), 194–212. https://doi.org/10.24093/awej/vol12no4.14
Ghasempour Et. Al., Z. (2014). Mix- method design in educational research:strengths and challenges. International Journal of Pedagogical Innovation, 02(02), 83–90. https://doi.org/10.12785/IJPI/020204
Haryadi, S, H., & Aprianoto, A. (2020). Integrating “english pronunciation” app into pronunciation teaching: how it affects students’ participation and learning. Journal of Languages and Language Teaching, 8(2), 202. https://doi.org/10.33394/jollt.v8i2.2551
Hoang, N. T., Ngoc Han, D., & Le, D. H. (2023). Exploring Chatbot AI in improving vocational students’ English pronunciation. AsiaCALL Online Journal, 14(2), 140–155. https://doi.org/10.54855/acoj.231429
Iberahim, A., Md Yunus, M., & Sulaiman, N. A. (2023). A review on technology enhanced language learning (TELL). International Journal of Academic Research in Business and Social Sciences, 13(2), Pages 1509-1519. https://doi.org/10.6007/IJARBSS/v13-i2/16496
Ihnatova, O., Poseletska, K., Matiiuk, D., Hapchuk, Y., & Borovska, O. (2021). The application of digital technologies in teaching a foreign language in a blended learning environment.
Indari, A. (2023). Detection of pronunciation errors in english speaking skills based on artificial intelligence (ai). 15(2).
Indrayadi, T., Mulyono, H., Ningsih, S. K., & Mukminin, A. (2024). Pronunciation learning attitudes: The case of EFL undergraduate students in Indonesia. Studies in English Language and Education, 11(2), 695–709. https://doi.org/10.24815/siele.v11i2.30781
Ivanović, I. (2019). Pronunciation obstacle course. Theory and Practice in Language Studies, 9(4), 382. https://doi.org/10.17507/tpls.0904.04
Karasimos, A. (2022). The battle of language learning apps: A cross-platform overview.
Martin, I. A. (2020). Pronunciation development and instruction in distance language learning. Language Learning & Technology, 24. https://doi.org/10125/44711
Nasution, A. K. P. (2022). Social media used in language learning: benefits and challenges. Journal of Linguistics, Literature, and Language Teaching (JLLLT), 1(2), 59–68. https://doi.org/10.37249/jlllt.v1i2.396
Palmur, Pawar, Y., & Lahoti, A. (2023). Android app development - language learning app. International Research Journal of Modernization in Engineering Technology and Science. https://doi.org/10.56726/IRJMETS42126
Paternò, F. (2013). End user development: survey of an emerging field for empowering people. ISRN Software Engineering, 2013, 1–11. https://doi.org/10.1155/2013/532659
Perez Peguero, L. (2024). The impact of technology-enhanced language learning on bilingual education. International Journal of Scientific Research and Management (IJSRM), 12(04), 3340–3350. https://doi.org/10.18535/ijsrm/v12i04.el05
Rifqiyah, A., Ardini, S. N., & Kusumo, A. B. P. (2021a). “English pronunciation application” as a media to improve students’ pronunciation: The effectiveness. Linguistics and Education Journal, 1(1). https://doi.org/10.26877/lej.v1i1.9400
Rifqiyah, A., Ardini, S. N., & Kusumo, A. B. P. (2021b). “English pronunciation application” as a media to improve students’ pronunciation: The effectiveness. Linguistics and Education Journal, 1(1). https://doi.org/10.26877/lej.v1i1.9400
Rohit, S., Amey, M., Sahil, K., Sanket, B., & Shubham, R. (2024). Pronunciation learning using automatic speech recognition. EPRA International Journal of Multidisciplinary Research (IJMR), 565–568. https://doi.org/10.36713/epra16634
Smith, R. G., & Eckroth, J. (2017). Robert S. Engelmore award article: building ai applications: yesterday, today, and tomorrow. AI Magazine, 38(1), 6–22. https://doi.org/10.1609/aimag.v38i1.2709
Sung, Y.-T., Chang, K., & Yang, J.-M. (2015). How effective are mobile devices for language learning? A Meta-Analysis. Educational Research Review, 16. https://doi.org/10.1016/j.edurev.2015.09.001
Suseno, E. (2023). Developing pronunciation skills through application to enhance speaking ability: systematic literature review. Innovare Journal of Social Sciences, 1–5. https://doi.org/10.22159/ijss.2023.v11i5.48662
Syarifudin, & Ariawan, S. (2021). Technology in english language teaching (1st ed.). Sanabil. https://repository.uinmataram.ac.id/936/1/technology%20in%20elt.pdf
Vong, C., Sam, R., & So, S. (2024). Cambodian efl students’ perceptions of factors influencing pronunciation. LLT Journal: A Journal on Language and Language Teaching, 27(2), 985–996. https://doi.org/10.24071/llt.v27i2.8031
Warni, S., Aziz, T. A., & Febriawan, D. (2018). The use of technology in english as a foreign language learning outside the classroom: an insight into learner autonomy. LLT Journal: A Journal on Language and Language Teaching, 21(2), 148–156. https://doi.org/10.24071/llt.v21i2.1259
Zakiyyah, F., Setyaji, A., & Ardini, S. N. (2022). The analysis of pronunciation application based on the concept of artificial intelligence. 2(1).
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