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All Journal Semantik Nadwa : Jurnal Pendidikan Islam Al-Ulum ISLAMICA: Jurnal Studi Keislaman ARABIYAT Heritage of Nusantara: International Journal of Religious Literature and Heritage Jurnal Pendidikan Islam JURNAL PENGABDIAN KEPADA MASYARAKAT EL-IDARE: JURNAL MANAJEMEN PENDIDIKAN ISLAM MIQOT: Jurnal Ilmu-ilmu Keislaman Jurnal Pendidikan Agama Islam (Journal of Islamic Education Studies) Al Ishlah Jurnal Pendidikan Jurnal Ilmiah Peuradeun QALAMUNA: Jurnal Pendidikan, Sosial, dan Agama INTERNATIONAL JOURNAL ON LANGUAGE, RESEARCH AND EDUCATION STUDIES Yupa: Historical Studies Journal Jurnal Administrasi dan Manajemen Pendidikan Pendas : Jurnah Ilmiah Pendidikan Dasar Cetta: Jurnal Ilmu Pendidikan Edukasi Islami: Jurnal Pendidikan Islam JURNAL TARBIYAH Islamic Management: Jurnal Manajemen Pendidikan Islam Journal Analytica Islamica Attazakki: Jurnal Kajian Ilmu Pendidikan Islam dan Humaniora Edu Riligia: Jurnal Ilmu Pendidikan Islam dan Keagamaan Journal of Contemporary Islam and Muslim Societies JURNAL PENDIDIKAN TAMBUSAI JURKAM: Jurnal Konseling Andi Matappa Jurnal EDUCATIO: Jurnal Pendidikan Indonesia International Journal for Educational and Vocational Studies Prosiding Temu Profesi Tahunan PERHAPI EDUTEC : Journal of Education And Technology JAMP : Jurnal Administrasi dan Manajemen Pendidikan Islamijah: Journal of Islamic Social Sciences EDU RILIGIA: Journal of Islamic and Religious Education Sustainable: Jurnal Kajian Mutu Pendidikan Didaktika: Jurnal Kependidikan Fitrah: Journal of Islamic Education JURIDICA : Jurnal Fakultas Hukum Universitas Gunung Rinjani Warisan: Journal of History and Cultural Heritage Proceeding International Seminar of Islamic Studies Ijtimā`iyya: Journal of Muslim Society Research JISOS: Jurnal ilmu sosial Indonesian Journal of Instruction Journal of General Education and Humanities AT-TAZAKKI: Jurnal Kajian Ilmu Pendidikan Islam dan Humaniora Edukasia: Jurnal Pendidikan dan Pembelajaran Jurnal Lektur Keagamaan Tadris: Jurnal Pendidikan Islam Electronic Journal of Education, Social Economics and Technology Innovative: Journal Of Social Science Research Heritage of Nusantara: International Journal of Religious Literature and Heritage Local History & Heritage SCHOULID: Indonesian Journal of School Counseling Jurnal Pendidikan Islam Dinika: Academic Journal of Islamic Studies. Journal of Social Work and Science Education FIKROTUNA: Jurnal Pendidikan dan Manajemen Islam
Hasan Asari
Universitas Islam Negeri Sumatera Utara Medan, Indonesia
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Journal : ARABIYAT

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Analyzing Phonetic Errors Among Non-Native Arabic Learners Through Artificial Intelligence Nasution, Sahkholid; Asari, Hasan; Al-Rasyid, Harun; Khalilah, Zikrani
Arabiyat : Jurnal Pendidikan Bahasa Arab dan Kebahasaaraban Vol. 12 No. 2 (2025)
Publisher : Syarif Hidayatullah State Islamic University of Jakarta, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15408/a.v12i2.47342

Abstract

Accurate pronunciation is essential for non-native Arabic learners, yet many face persistent difficulties in articulating specific sounds, leading to phonetic errors that impede comprehension. With technological advancements, artificial intelligence (AI)—particularly Automatic Speech Recognition (ASR)—offers promising solutions for identifying and correcting such errors. This study explores the application of AI in analyzing phonetic inaccuracies among Arabic learners through an experimental model using ASR technology. Employing a descriptive-analytical approach, ten undergraduate students from Universitas Islam Negeri Sumatera Utara were asked to read short Arabic passages. Their recordings were processed through ASR to detect pronunciation errors, including sound substitution, weak articulation, and inaccuracies in elongation (madd) and nasalization (ghunnah). The results demonstrate that ASR effectively identifies recurring phonetic error patterns, providing instructors with valuable diagnostic insights and enabling timely, personalized feedback. The study concludes that integrating AI-driven pronunciation analysis into Arabic language instruction can significantly enhance learning outcomes, support autonomous practice, and promote more accurate oral proficiency. It recommends that educators and institutions adopt ASR-based tools as part of digital language pedagogy to strengthen pronunciation training and foster continuous learner engagement.
Co-Authors Abd. Mukti Abd. Mukti Abd. Mukti, Abd. Abdul Mukti Ade Irma Gemilau Ade Lestari Ahyar, Saiful Al Rasyidin Al Zufri, Al Zufri Ali Imran Sinaga Amroeni Drajat Amsal Qori Dalimunthe Anas, Maulidah Hasnah Andrian Lubis Anggraini, Pauli Arifin Arifin Aswan Aulia Rahman Ayu, Nining Dia Azhari, Sarah Badaruddin, KMS. Barus, Muhammad Irsan Batubara, Muhammad Aziz Betti Megawati Bobby Fahreza Budianti, Yusnaili Candra Wijaya, Candra Chairuna, Sasmita Dahlan, Zaini Dalimunthe, Rasyid Anwar Danny Abrianto Daulay, Haidar Putra Daulay, Meilinda Sariani Dewi Chandra Dwi Fitri Dwi, Arie Dwi Ningsih El-Razy, KM. Ridho Erawadi Erawadi, Erawadi Fahira, Dina Fakhrurrazi Fakhrurrazi Faridah Faridah Firda Tubagus Ismail, Firda Tubagus Fitrahyani, Rizka Fuji Attariq Unsha Gultom, Yusrina Hafsah Hafsah Hafsah Hafsah Hafsah Hafsah Haidar Putra Daulay Haidar Putra Daulay Harahap, Mawaddatun Nikmah Harun Al Rasyid hasan, Lilis Hasibuan, Ahmad Ibrahim Hayatun Sabariah Hidayat, Farhan Hrp, Winda Yani Husnaini Ika Novita Dewi Ilwan, Ilwan Imran Ariadin Ira, Miftahul Jannah Irvan Mustofa Sembiring Junaidi Arsyad Junaidi Arsyad, Junaidi Kahar, Syadidul Kawaid, A Irwan Santeri Doll Kenny Agusto Arie Wibowo Khadijah Khadijah Khadijah Khadijah Khalilah, Zikrani Koto, Hidayatul Fikri Kurinci, Jannatul Hafni Lathifah Hanum Lubis, Sopian Maisaroh Ritonga MARDHIAH MARIA BINTANG Martinis Yamin Martunis Mesiono Miftahul Jannah Ira Muaz Tanjung Muhammad Al-Mustafa Muhammad Faishal Muhammad Jafar Muhammad Luthfie Ramadhani Muhammad Nur Muhammad Ruslan Muhammad Ruslan Mukti, Abd Musa, Faisal Nabila Yasmin Nasution, Neysa Vania Nasution, Sapirin Nawawi , Muhammad Imam Nazaruddin Neila Susanti Neliwati Nelly Agustina Neng Nurcahyati Sinulingga Ning Arrumdani Novi Quintena Rahayu Nst, Sahkholid Nuhaliza, Siti Nukman Hasibuan Nur Aini Nur Fauziyah Nur Hidayati Nurmawati Nurmawati Nurmawati Nurmawati Nursalimah, Nursalimah Nurwijayanti Oktaviana, Anisa Pasubondo, Barno Joyo Pauli Anggraini Rabiatul Adawiyah Rahmadi Ali Ramadhani, Muhammad Luthfie Rangkuti, Fatima Rahma Rangkuti, Rafiqa Ulfah Rasyid Anwar Dalimunthe Ricardus Anggi Pramunendar Ritonga, Aisahrani Romadhon Romadhon Ruwaidah, Ruwaidah Sabri, Hatta Sabrina, Annisa Sahkholid Nasution Sahkholid Nst Saidatul Khairiyah Saiful Akhyar Lubis Saiful Akhyar Lubis Siregar, Hendra Irwandi Siregar, Yusra Dewi Siti Sara Sitorus, Ahmad Ardhi Mauluddin Sofyan Sofyan solihah titin sumanti Sopian Sinaga Subri Subri Suherlan, Ano Sulaiman Sulaiman Ismail Sundowo, Edi Suri Daehsan Purba Surya Bakti Syadidul Kahar Syafaruddin Syafaruddin Tanjung, Muaz Tirta Yogi Aulia Wahdi, Wahdi Wirdani, Ika Yasmin, Nabila Yeny Nasril Yunus, Marzudi Muhammad Yusnaili Budianti Yusuf Hadijaya Zailia, ST Zainal Abidin Zaini Dahlan Zuhriah Zuhriah, Zuhriah Zulfikar Zulpina, Zulpina