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All Journal Indonesian Journal of Business and Entrepreneurship (IJBE) Marinade Jurnal Informatika dan Rekayasa Elektronik Journal of the Indonesian Medical Association : Majalah Kedokteran Indonesia Canrea Journal: Food Technology, Nutritions, and Culinary Journal Dirasah : Jurnal Studi Ilmu dan Manajemen Pendidikan Islam Zonasi: Jurnal Sistem Informasi Didaktik : Jurnal Ilmiah PGSD STKIP Subang Journal Informatic, Education and Management (JIEM) JURNAL ILMIAH EDUKATIF Jurnal Computer Science and Information Technology (CoSciTech) Bulletin of Computer Science Research KLIK: Kajian Ilmiah Informatika dan Komputer An-Nahdlah: Jurnal Pendidikan Islam International Journal of Economic, Business, Accounting, Agriculture Management and Sharia Administration (IJEBAS) AJAD : Jurnal Pengabdian kepada Masyarakat Jurnal Teknoif Teknik Informatika Institut Teknologi Padang Knowbase : International Journal of Knowledge in Database International Review of Practical Innovation, Technology and Green Energy (IRPITAGE) Jurnal Pendidikan Islam JURNAL ILMIAH PENDIDIKAN KEBUDAYAAN DAN AGAMA Jurnal Muara Medika dan Psikologi Klinis Jurnal Ilmiah Research Student GEMBIRA (Pengabdian Kepada Masyarakat) Jurnal Indonesia : Manajemen Informatika dan Komunikasi Jurnal Kajian Hukum Dan Kebijakan Publik
Yusra
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Religion Agriculture, Biological Sciences & Forestry Humanities Biochemistry, Genetics & Molecular Biology Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Energy Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Medicine & Pharmacology Neuroscience Public Health Social Sciences Other

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Journal : Knowbase : International Journal of Knowledge in Database

 1 
End-to-End Text-to-Speech for Minangkabau Pariaman Dialect Using Variational Autoencoder with Adversarial Learning (VITS) Fakhrezi, Muhammad Dzaki; Yusra; Muhammad Fikry; Pizaini; Suwanto Sanjaya
Knowbase : International Journal of Knowledge in Database Vol. 5 No. 1 (2025): June 2025
Publisher : Universitas Islam Negeri Sjech M. Djamil Djambek Bukittinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30983/knowbase.v5i1.9909

Abstract

Language serves as a medium of human communication to convey ideas, emotions, and information, both orally and in writing. Each language possesses vocabulary and grammar adapted to the local culture. One of the regional languages that enriches Indonesian as the national language is Minangkabau. This language has four main dialects, namely Tanah Datar, Lima Puluh Kota, Agam, and Pesisir. Within the Pesisir dialect, there are several variations, including the Padang Kota, Padang Luar Kota, Painan, Tapan, and Pariaman dialects. This study discusses the application of Text-to-Speech (TTS) technology to the Minangkabau language, specifically the Pariaman dialect, using the Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech (VITS) method. This dialect needs to be preserved to prevent extinction and supported through technological development that broadens its use. The VITS method was chosen because it is capable of producing natural and high-quality speech. The research stages include voice data collection and recording, VITS model training, and speech quality evaluation using the Mean Opinion Score (MOS). The final results show a score of 4.72 out of 5, indicating that the generated speech closely resembles the natural utterances of native speakers. This TTS technology is expected to support the preservation and development of the Minangkabau language in the Pariaman dialect, as well as enhance information accessibility for its speakers.
Co-Authors Ade Firmansyah Tanjung Aji Bayu Permadi Aprilia, Risma Aprilian Hidayahsyah Aria Kekalih Ariffin, Ahmad Azmi Mohd Batubara, Jose Bin Roslan, Jumardi Binti Atun, Mazlinah Binti Julmohammad, Norliza Dahlan Darul Ilmi Eka Pandu Cynthia Eka Pandu Cynthia, Eka Pandu Eliana Emeliazola Emmia Tambarta Kembaren Fakhrezi, Muhammad Dzaki Febi Yanto Febi Yanto, Febi Fithri Choirun Nisa Fitri Insani Fitri Insani Hafni Zahara Hasyya Acika Zulfira Herwanto Herwanto Hesti Lestari Iis Afrianty Iswantir M Iwan Iskandar Junaidi Junaidi Lawami, Reza Haya Mandalena Markarma, A. Mawardati MHD Ade Setiawan Mohd Shariff, Amir Husni Muhammad Abdillah Muhammad Fikry Muhammad Iqbal Maulana Nadya, Dhifa Khairi Nasruddin Nazir, Alwis Nazruddin Safaat H Nazruddin Safaat H Nisrina Noval Prasetyo Nurhayani Nurul Fatiara Nurul Huda Perengki Susanto Pizaini Putra, Wahyu Eka Qomariah, Ismi Nurul Rahmiaty Ramadhani Ramayana Repi Anggraini Rini Sekartini Russy Ranggayoni Sarah Nabila Shinta Ulfa Silfia Hanani Siti Ramadhani Siti Salmah Siti Zuhra Solly Aryza Sri Wahyuni Suci Mahdianti Surya Agustian Suwanto Sanjaya Tjahjadi, Ricky Trinovita Andraini Usnawiyah Vilzati Yelfi Vitriani Yenggi Putra Dinata Zakir, Supratman Zulfani Sesmiarni