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Evidence record 1996 · automatically gathered

Revising research practices for singing data collection

As AI voice synthesis enables increasingly sophisticated vocal deepfakes and non-consensual voice cloning, the governance, licensing and access of singing datasets has become an urgent concern for data-contributors, who face significant harms from downstream and non-consensual usage of their singing data. Singing datasets are foundational to the development of high fidelity voice AI synthesis, yet current data collection practices pose challenges: data-contributors have an event-centric contribu

Record details

Published: 12 July 2026
Source: AI & Society
Category: Research
Topics: Regulation · Misinformation · Copyright & IP
Retrieved: 14 July 2026

source-onlyevidence status

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How to cite this record

ethics.ai (12 July 2026), “Revising research practices for singing data collection,” evidence record 1996, https://ethics.ai/record/1996 (originally published by AI & Society).

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