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All Journal Al-Hijr: Journal of Adulearn World Journal International of Lingua and Technology Journal International Dakwah and Communication Rechtsnormen Journal of Law Sharia Oikonomia Law Journal Journal Neosantara Hybrid Learning International Journal of Research in Counseling Journal of Noesantara Islamic Studies Journal of Selvicoltura Asean International Journal of Educatio Elementaria and Psychologia Journal of Tecnologia Quantica Journal of Loomingulisus ja Innovatsioon Cognitionis Civitatis et Politicae Techno Agriculturae Studium of Research Research of Scientia Naturalis Journal of Biomedical and Techno Nanomaterials Journal of Social Entrepreneurship and Creative Technology Journal of Humanities Research Sustainability Journal of Educational Teaching and Trends
Razak, Faisal
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Religion Agriculture, Biological Sciences & Forestry Humanities Biochemistry, Genetics & Molecular Biology Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Physics Social Sciences Other

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Digital Resurrection: Ai’s Role In Revitalizing Endangered Languages And The Question Of Linguistic Data Sovereignty Shaumiwaty, Shaumiwaty; Razak, Faisal; Al-Naimi, Khalid
Journal of Humanities Research Sustainability Vol. 2 No. 5 (2025)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/jhrs.v2i5.2668

Abstract

Background. The rapid advancement of artificial intelligence (AI) has opened new possibilities for the revitalization of endangered languages, offering tools for documentation, translation, and intergenerational transmission. However, these technological interventions raise ethical and epistemological concerns about linguistic data sovereignty the right of communities to control how their languages are represented, stored, and utilized in digital systems. Purpose. The study investigates how AI-driven language technologies contribute to both the preservation and commodification of endangered languages, examining the tension between technological innovation and cultural autonomy. The objective is to critically analyze the dual role of AI as a facilitator of linguistic resilience and as a potential vector of digital colonialism. Method. A qualitative mixed-method approach was employed, combining digital ethnography, policy analysis, and interviews with linguists, AI developers, and indigenous language activists. Data were gathered from five AI-based revitalization projects across Oceania, Africa, and North America, focusing on the implementation of machine learning models for speech recognition, corpus generation, and automated translation. Results. The findings reveal that while AI enables large-scale linguistic preservation through automation and accessibility, it also risks undermining community ownership by centralizing control of linguistic datasets within corporate or academic infrastructures. Projects that integrate community-led design and ethical data governance demonstrate higher sustainability and cultural authenticity. Conclusion. The study concludes that digital resurrection of endangered languages requires a framework grounded in data justice and participatory co-creation. AI must function not as an external savior but as a collaborative epistemic ally that empowers linguistic communities to reclaim agency in defining their digital futures.
Co-Authors Al-Naimi, Khalid Amir, Syafiq Arif Muzayin Shofwan, Arif Muzayin Atmaja, Suhendra Buka, Sisilia Prima Yanuaria Dwiatmanto Dwiatmanto Endro Baruno, Yosep Heristyo Farah, Rina Fathoni, Mohammad Hafizni, Moh. Haruni Ode Idris, Haziq Judijanto, Loso Khairani, Misbahul Maertias, Maertias Miftahuddin Miftahuddin Miksusanti Miksusanti Muhammad Muhammad Muntasir, Muntasir Nampira, Ardi Azhar Nizam, Zain Novaria, Rachmawati Nurul Huda Putra, Febi Nuris Rahman, Rashid Ratna Rintaningrum, Ratna Rokhyanto Rokhyanto, Rokhyanto Sari, Wardani Purnama Shaumiwaty, Shaumiwaty Silvester Magnus Loogman Palit Som, Rit Umi Salamah Widiharto Purnomo WIJAYA WIJAYA, WIJAYA Wulan, Dyah Retno Zaki, Amin