Tantangan Regulasi Artificial Intelligence (AI) Voice Cloning: Analisis Komparatif Kebijakan HKI dan Hak Moral di Indonesia dan Singapura
Abstract
Perkembangan teknologi kecerdasan buatan, khususnya voice cloning, menimbulkan tantangan baru dalam menentukan status kepemilikan dan perlindungan hukum terhadap suara manusia sebagai bagian dari identitas individu. Penelitian ini bertujuan untuk menganalisis perbandingan kerangka hukum di Indonesia dan Singapura dalam mengatur perlindungan suara manusia, serta mengidentifikasi kesenjangan normatif dan struktural yang ada. Metode penelitian yang digunakan adalah yuridis normatif dengan pendekatan perundang-undangan dan komparatif. Hasil penelitian menunjukkan bahwa Indonesia masih terikat pada paradigma hukum tradisional berbasis prinsip fiksasi dalam rezim hak cipta, sehingga suara belum memperoleh perlindungan hukum sebelum diwujudkan dalam bentuk rekaman. Meskipun telah diakui sebagai data biometrik dalam Undang-Undang Perlindungan Data Pribadi, perlindungan tersebut belum terintegrasi secara efektif dengan rezim kekayaan intelektual, sehingga bersifat parsial dan reaktif. Selain itu, ketiadaan pengakuan terhadap hak personalitas serta ketergantungan pada mekanisme perbuatan melawan hukum memperlemah posisi hukum individu dalam menghadapi penyalahgunaan teknologi AI. Sebaliknya, Singapura menunjukkan pendekatan yang lebih adaptif melalui integrasi antara Copyright Act 2021, Personal Data Protection Act (PDPA), serta kerangka tata kelola AI yang komprehensif. Pengaturan seperti pengecualian Computational Data Analysis (CDA) memberikan kepastian hukum bagi pengembangan AI sekaligus menjaga perlindungan hak individu melalui prinsip persetujuan dan pembatasan tujuan. Penelitian ini menyimpulkan bahwa Indonesia memerlukan reformasi hukum yang integratif, meliputi pengakuan suara sebagai bagian dari hak personalitas, pembaruan rezim hak cipta, penguatan implementasi perlindungan data pribadi, serta pengembangan mekanisme preventif seperti transparansi dan audit teknologi. Reformasi tersebut penting untuk menjamin perlindungan martabat dan nilai ekonomi suara manusia di tengah pesatnya perkembangan teknologi kecerdasan buatan.
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References
Allen, Jason Grant, Jane Loo, and Jose Luna. “Governing Intelligence: Singapore’s Evolving AI Governance Framework.” Cambridge Forum on AI: Law and Governance 1 (January 17, 2025): e12. https://doi.org/10.1017/cfl.2024.12.
Almeda, Shm, Robin Netzorg, Isabel Li, Ethan Tam, Skyla Ma, and Bob Tianqi Wei. “Labor, Power, and Belonging: The Work of Voice in the Age of AI Reproduction.” In Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency, 1238–49. New York, NY, USA: ACM, 2025. https://doi.org/10.1145/3715275.3732082.
Ammerman Yebra, Julia. “‘The Power of the Voice.’” Revista Electrónica de Direito 29, no. 3 (2022): 6–24. https://doi.org/10.24840/2182-9845_2022-0003_0002.
Anmolsingh, Emma, and Staff Writer. “The Law Speaks Up: AI Voice Cloning and Consent.” JurisMagazine, 2025. https://sites.law.duq.edu/juris/2025/11/25/the-law-speaks-up-ai-voice-cloning-and-consent/.
Ariy Khaerudin. “Legal Protection of Copyright as a Digital Asset in Technology- Based Commercial Transactions in Indonesia” 24, no. 1 (2025): 996–1011.
ASEAN. “ASEAN Guide on AI Governance and Ethics.” Jakarta, 2024.
Bagus Kurniawan Susanto, Bagus Kurniawan Susanto, Salasatri Rafaa Dinni, and Faiz Nashrillah. “Analisis UU Nomor 27 Tahun 2022 Tentang Perlindungan Data Pribadi Dalam Perspektif Kepentingan Umum: Studi Banding Dengan GDPR Uni Eropa, PDPA Singapore, Dan DPA Filipina.” Reslaj: Religion Education Social Laa Roiba Journal 7, no. 5 (May 1, 2025). https://doi.org/10.47467/reslaj.v7i5.7544.
Bailey, Catie Lane, and Tanisha Pinkins. “First-of-Its-Kind AI Law Addresses Deep Fakes and Voice Clones.” Holland & Knight, 2024. https://www.hklaw.com/en/insights/publications/2024/04/first-of-its-kind-ai-law-addresses-deep-fakes-and-voice-clones.
Berkowitz, Adam Eric, and Miriam E. Sweeney. “Look Who’s Talking: Voice Cloning as Tension Point Between Identity and Data.” Philosophy & Technology 38, no. 131 (2025). https://doi.org/10.1007/s13347-025-00965-7.
“Berne Convention for the Protection of Literary and Artistic Works.” Berne, 1886.
Budnik, Ruslan, and Evgenia Evpak. “Human Voice: Legal Protection Challenges.” Legal Issues in the Digital Age 5, no. 4 (December 9, 2024): 28–45. https://doi.org/10.17323/2713-2749.2024.4.28.45.
Budzinauskaitė, Milda, and Gabija Volkutė. “A Real Threat behind a Fake Voice: The Challenge of Protecting the Right to One‘s Voice in the 21st Century.” Vilnius University Open Series, November 14, 2025, 419–43. https://doi.org/10.15388/TMP.2025.20.
Candrasari, Mahardika, and Ade Adhari. “URGENSI MEMBANGUN MODEL IDEAL PENEGAKAN HUKUM TERHADAP PELANGGARAN HAK CIPTA DI ERA DIGITAL.” Kertha Semaya 13, no. 9 (2025). https://doi.org/10.24843/KS.2024.v13.i09.p13.
Chopra, Pooja, Reeta Sony A.L., and Shruti Chopra. “Generative AI, Copyright and Personality Rights: A Comparative Legal Perspective.” Legal Issues in the Digital Age 6, no. 3 (2025). https://doi.org/10.17323/2713-2749.2025.3.23.51.
Couldry, Nick, and Joseph Turow. “Market-Driven Voice Profiling: A Framework for Understanding.” Advertising & Society Quarterly 23, no. 3 (September 2022). https://doi.org/10.1353/asr.2022.0024.
Cuong, Nguyen Thai, Le Huynh Mai Tam, and Nguyen Hoang Minh Chau. “Towards a Data-Driven Future - Fostering the Flow of Personal Data between ASEAN Countries and the European Union.” Vietnamese Journal of Legal Sciences 15, no. 3 (December 1, 2025): 50–64. https://doi.org/10.2478/vjls-2025-0017.
Darti, Andi, and M. Marnija. “The Urgency of Protecting Sensitive Data Is Reflected in Article 4(2) of Law No. 27/2022 on Personal Data Protection.” Journal Equity of Law and Governance 7, no. 1 (June 19, 2025): 10–21. https://doi.org/10.22225/elg.7.1.11938.10-21.
Dewi, Ni Kadek Pande Monica Canisca, and I Nyoman Bagiastra. “The Misuse of Artificial Intelligence in Imitating the Voices of Public Figures in Songs on Social Media.” International Journal of Judicial Law 4, no. 6 (2025): 71–78. https://doi.org/DOI: https://doi.org/10.54660/IJJL.2025.4.6.71-78.
Dinda Rahmayanti, Selvia, Varisha Rismana, Yuna Salsabila, and Nur Zaera Zein Syechnas. “Pertarungan Hukum Hak Cipta Di Era Digital : Studi Kasus Dalam Konteks Indonesia.” Jurdikum 2, no. 1 (2024). https://doi.org/https://doi.org/10.59435/jurdikum.v2i1.372.
Elvina Putri Maheswari, and Sidi Ahyar Wiraguna. “Urgensi Persetujuan Pemilik Data Dalam Pengelolaan Data Pribadi Oleh Platform Digital.” Jurnal Ilmu Komunikasi Dan Sosial Politik 2, no. 4 (May 5, 2025): 908–14. https://doi.org/10.62379/jiksp.v2i4.2498.
Galyashina, E I, and V D Nikishin. “The Protection of Megascience Projects from Deepfake Technologies Threats: Information Law Aspects.” Journal of Physics: Conference Series 2210, no. 1 (March 1, 2022): 012007. https://doi.org/10.1088/1742-6596/2210/1/012007.
Guadamuz, Andres. “A Scanner Darkly: Copyright Infringement in Artificial Intelligence Inputs and Outputs.” SSRN Electronic Journal, 2023. https://doi.org/10.2139/ssrn.4371204.
Gustryan, Muhammad, and Zainal Arifin Hoesein. “Peran Undang-Undang ITE Dan Undang-Undang Perlindungan Data Pribadi Dalam Perlindungan Data Dan Privasi Di Era Ekonomi Digital.” Jurnal Minfo Polgan 14, no. 2 (December 26, 2025): 3333–43. https://doi.org/10.33395/jmp.v14i2.15746.
Hadjon, Phillipus M. “Perlindungan Hukum Bagi Rakyat Di Indonesia.” Surabaya: Bina Ilmu, 1987.
Hamonangan, Marcellius Kirana. “The Urgency of Establishing a Legal Regime for the Right of Publicity in Indonesia: A Study of Legal Politics and International Comparison.” Journal of Business, Management, and Social Studies 5, no. 3 (June 19, 2025): 99–106. https://doi.org/10.53748/jbms.v5i3.125.
Haq, Zaenul. “Perlindungan Konsumen Terhadap Ancaman Deepfake Dalam Transaksi Digital: Tinjauan Regulasi Dan Urgensi Mitigasi.” Journal of Authentic Research 4, no. 2 (December 31, 2025): 2656–69. https://doi.org/10.36312/m4xwcw14.
He, Tianxiang. “Copyright Exceptions Reform and AI Data Analysis in ChinaA Modest Proposal.” In Artificial Intelligence and Intellectual Property, 196–220. Oxford University PressOxford, 2021. https://doi.org/10.1093/oso/9780198870944.003.0010.
Hendry Widjaya Ong, Windi Afdal, and Tantimin. “PERBANDINGAN PENGATURAN SANKSI PENIPUAN ONLINE BERBASIS ARTIFICIAL INTELLIGENCE: INDONESIA VS AMERIKA.” Jurnal Hukum To-Ra : Hukum Untuk Mengatur Dan Melindungi Masyarakat 11, no. 2 (August 23, 2025): 448–64. https://doi.org/10.55809/tora.v11i2.579.
Hoecke, Mark Van. “Methodology of Comparative Legal Research.” Recht En Methode in Onderzoek En Onderwijs, December 2015. https://doi.org/10.5553/REM/.000010.
Hogenhout, Lambert, and R. Wangmo. “Protecting Persona Biometric Data: The Case of Facial Privacy,” n.d. https://doi.org/https://doi.org/10.48550/arXiv.2510.03035.
Hukom, Suratman, Nurma Humi, and Ilham Lukman. “The Urgency of Legal Regulation for Personal Data Protection in Indonesia in the Big Data Era.” Hakim: Jurnal Ilmu Hukum Dan Sosial 3, no. 1 (February 19, 2025): 974–92. https://doi.org/10.51903/hakim.v3i1.2291.
Ilin, Ilya. “The Voice and Speech Processing within Language Technology Applications: Perspective of the Russian Data Protection Law.” Legal Issues in the Digital Age 1, no. 1 (2020). https://doi.org/https://doi.org/10.17323/2713-2749.2020.1.99.123.
Imran, Lihat Ali, and Hassan Faruk. “A Critical Assessment of Comparative Legal Research in the Context of Method and Systematic Approach to Law,” 2015.
Jasinski, Mina. “Does AI Voice Cloning Break Copyright Twice? The Risk of Dual Infringement and Licensing Solutions in Music Creation.” Brussels: 4iP Council, 2025. https://www.4ipcouncil.com/download_file/c06eda6a-0b51-46fe-9edf-0db7ccb13240/2025.
Jasserand, Catherine. “Deceptive Deepfakes: Is the Law Coping with AI-Altered Representations of Ourselves?” In 2024 International Conference of the Biometrics Special Interest Group (BIOSIG), 1–4. IEEE, 2024. https://doi.org/10.1109/BIOSIG61931.2024.10786729.
Kadri, Thomas E., and Sonja R. West. “Deepfake Torts: Emerging Tort Frameworks in U.S. Deepfake Regulation.” Journal of Tort Law 18, no. 2 (October 27, 2025): 515–52. https://doi.org/10.1515/jtl-2025-0032.
Kim, Y., and C. Seong. “Detection of AI-Generated Speech Using Acoustic Parameters.” Phonetics and Speech Sciences 17, no. 3 (2025): 15–22.
Kindt, Els. “Privacy and Data Protection Issues of Biometric Applications: A Comparative Legal Analysis.” Heidelberg, 2013.
Le, Van Anh. “Moral Rights and Their Position in the Digital World.” Ministry of Science and Technology, Vietnam 64, no. 3 (December 20, 2022): 46–54. https://doi.org/10.31276/VMOSTJOSSH.64(3).46-54.
Leschanowsky, Anna, Casandra Rusti, Carolyn Quinlan, Michaela Pnacek, Lauriane Gorce, and Wiebke Hutiri. “A Data Perspective on Ethical Challenges in Voice Biometrics Research.” IEEE Transactions on Biometrics, Behavior, and Identity Science 7, no. 1 (January 2025): 118–31. https://doi.org/10.1109/TBIOM.2024.3446846.
Mantiqa, Y. L., M. Hyati, and S. Nugraha. “Generative AI In The Context Of Intellectual Property Law: Urgency, Challenges, And Legal Protection.” Journal of Law, Politic and Humanities 5, no. 6 (2025): 4753–60.
Meskys, Edvinas, Aidas Liaudanskas, Julija Kalpokiene, and Paulius Jurcys. “Regulating Deep Fakes: Legal and Ethical Considerations.” Journal of Intellectual Property Law & Practice 15, no. 1 (January 1, 2020): 24–31. https://doi.org/10.1093/jiplp/jpz167.
“Midler v. Ford Motor Co.” 1988.
Morreale, Fabio, Wiebke Hutiri, Joan Serrà, Alice Xiang, and Yuki Mitsufuji. “Attribution-by-Design: Ensuring Inference-Time Provenance in Generative Music Systems,” October 9, 2025. https://doi.org/https://doi.org/10.48550/arXiv.2510.08062.
Nurkholisah, Siti, Rismana Daud, and Eko Afrizal Nugroho. “Deepfake Sebagai Bentuk Kejahatan Siber Baru: Tantangan Kriminalisasi Dalam Hukum Pidana Indonesia.” Jurnal USM Law Review 8, no. 3 (2025).
Odeh, M. K. “Copyright in the Age of Artificial Intelligence: Navigating Access to Algorithmic Training Materials and the Three‐step Test for Text and Data Mining in Nigeria.” The Journal of World Intellectual Property 28, no. 2 (2025): 428–70.
Pamungkas, A. M., and H. Hulwanullah. “Celebrity Persona: Can Intellectual Property Law in Indonesia Provide Adequate Protection?” Jambura Law Review 7, no. 1 (2025): 197–224.
Peng, Huijuan, and Pey-Woan Lee. “Reimagining U.S. Tort Law for Deepfake Harms: Comparative Insights from China and Singapore.” Journal of Tort Law 18, no. 2 (October 27, 2025): 579–607. https://doi.org/10.1515/jtl-2025-0028.
Peng, Huijuan, and David Tan. “Copyright In The Generative Ai Era: Reimagining Creativity And Fairnes.” SSRN, 2025. https://doi.org/http://dx.doi.org/10.2139/ssrn.6040034.
Peukert, Christian. “Copyright and the Dynamics of Innovation in Artificial Intelligence,” 2025. https://doi.org/10.24251/HICSS.2025.538.
Prakash, Simmi. “A CRITICAL ANALYSIS OF DEEPFAKE PERSONALITIES AND VOICE CLONING: LEGAL CHALLENGES AND REGULATORY GAPS IN INDIA UNDER THE BACKDROP OF ARTIFICIAL INTELLIGENCE.” Indian Journal of Legal Review 6, no. 1 (2026): 966–72. https://doi.org/https://doi.org/10.65393/JIAW2275.
Putu Riskha Puspita Dewi. “Pengaturan Hukum Penyalahgunaan AI (Artificial Intelligence) Dalam Peniruan Suara Atau Voice Cloning Terhadap Tindakan Penipuan.” Politika Progresif : Jurnal Hukum, Politik Dan Humaniora 2, no. 2 (May 20, 2025): 114–22. https://doi.org/10.62383/progres.v2i2.1677.
Rohman, Moh. Mujibur, Nashrul Mu’minin, Mowafg Masuwd, and Elihami Elihami. “Methodological Reasoning Finds Law Using Normative Studies (Theory, Approach and Analysis of Legal Materials).” MAQASIDI: Jurnal Syariah Dan Hukum, December 27, 2024, 204–21. https://doi.org/10.47498/maqasidi.v4i2.3379.
Sari, M. N. P. “Perbandingan Perlindungan Hukum Terhadap Penjiplakan Merek Di Indonesia Dan Singapura.” Jurnal Hukum Lex Generalis 6, no. 1 (2025).
Sembiring, P. E., A. M. Ramli, and L. Rafianti. “Implementasi Desain Privasi Sebagai Pelindungan Privasi Atas Data Biometrik.” Veritas et Justitia 10, no. 1 (2024): 127–52.
Sharma, Tanusree, Yihao Zhou, and Visar Berisha. “PRAC3 (Privacy, Reputation, Accountability, Consent, Credit, Compensation): Long Tailed Risks of Voice Actors in AI Data-Economy.” Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society (AIES ’25). Washington DC, 2025. https://doi.org/https://doi.org/10.48550/arXiv.2507.16247.
Sihaloho, and Martina Febyola. “Harmonisasi Hukum Pengaturan Data Pribadi Sebagai Upaya Perlindungan Hukum Hak Kepribadian (Kajian Dari Aspek Keperdataan).” Universitas Brawijaya, 2019.
Simon, Chesterman. “Privacy and Our Digital Selves.” Singapore, 2017.
Siregar, B., F. Giawa, and O. Situmorang. “Comparison of Business Law in Developing and Developed Countries: A Case Study of Indonesia and Singapore.” Golden Ratio of Data in Summary 5, no. 2 (2025): 187–91.
Sonata, Depri Liber. “METODE PENELITIAN HUKUM NORMATIF DAN EMPIRIS: KARAKTERISTIK KHAS DARI METODE MENELITI HUKUM.” FIAT JUSTISIA:Jurnal Ilmu Hukum 8, no. 1 (November 5, 2015). https://doi.org/10.25041/fiatjustisia.v8no1.283.
Sundara Rajan, Mira T. The Moral Rights of Authors and Artists. Oxford University Press, 2025. https://doi.org/10.1093/law/9780198791850.001.0001.
Tan, David. “Designing a Future-Ready Copyright Regime in Singapore: Quick Wins and Missed Opportunities.” GRUR International Journal of European and International IP Law 70, no. 12 (2021): 1131–32. https://doi.org/https://doi.org/10.1093/grurint/ikab138.
Tindwani, Manik, Vidhi Jangid, and Navya Paniyar. “PERSONALITY RIGHTS: AN EMERGING INTELLECTUAL PROPERTY RIGHT OR A SHIELD AGAINST DEEPFAKES?” LawFoyer International Journal of Doctrinal Legal Research 3, no. 4 (December 2025): 1688–1707. https://doi.org/10.70183/lijdlr.2025.v03.195.
Tourkochoriti, Ioanna. “Comparative Rights Jurisprudence: An Essay on Methodologies,” 2017.
U.S. Copyright Office. “Copyright and Artificial Intelligence, Part 1: Digital Replicas.” Washington DC: U.S. Copyright Office, 2024. https://copyright.gov/ai/Copyright-and-Artificial-Intelligence-Part-1-Digital-Replicas-Report.pdf.
Wang, Wei-Cheng, Sander De Coninck, Sam Leroux, and Pieter Simoens. “An Opt-in Framework for Privacy Protection in Audio-Based Applications.” IEEE Pervasive Computing 21, no. 4 (October 1, 2022): 17–24. https://doi.org/10.1109/MPRV.2022.3210377.
Widodo, W., and H. Bakir. “Legal Certainty of Limitations on The Use of Artificial Intelligence (AI) Voice Cloning in Songs and Music as a Form of Protection of Musicians’ Copyrights.” Proceedings of the 4th International Conference on Law, Social Sciences, Economics, and Education 25, no. 5 (2024). https://doi.org/http://doi. org/10.4108/eai.
Wiraguna, Sidi Ahyar. “Metode Normatif Dan Empiris Dalam Penelitian Hukum: Studi Eksploratif Di Indonesia.” Public Sphere: Jurnal Sosial Politik, Pemerintahan Dan Hukum 3, no. 3 (November 2024). https://doi.org/10.59818/jps.v3i3.1390.
Yip, Man. “Institutional Knowledge at Singapore Management University Protecting Consumers ’ Personal Data in the Digital World : Challenges and Changes,” 2018, 104–17.
Yuniarti, Siti. “PROTECTION OF INDONESIA’S PERSONAL DATA AFTER RATIFICATION OF PERSONAL DATA PROTECTION ACT.” Progressive Law Review 4, no. 02 (November 23, 2022): 54–68. https://doi.org/10.36448/plr.v4i02.85.
Ziyi, Sun, and Xu Haiting. “Voice Rights Infringement and Protection with Advances in Intelligent Voice Synthesis Technology.” Progress in Social Sciences 7, no. 8 (2025): 664–68. https://doi.org/https://doi.org/10.35534/pss.0708112.
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