Technical solutions for marking and detecting AI-generated audio content in the context of article 50(2) AI Act: final study report

This report reviews the current state of technical solutions and research on marking and detecting AI-generated audio within the framework of Article 50 of the EU AI Act. It aims to support the development of Codes of Practice addressing transparency obligations by providing an informed and comprehe...

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Detalles Bibliográficos
Autores: Serra, Xavier, Araz, Recep Oguz, Batlle-Roca, Roser, Juvela, Lauri, López, Jorge David, Rocamora, Martín
Tipo de recurso: informe técnico
Fecha de publicación:2026
País:España
Institución:Varias* (Consorci de Biblioteques Universitáries de Catalunya, Centre de Serveis Científics i Acadèmics de Catalunya)
Repositorio:Recercat. Dipósit de la Recerca de Catalunya
OAI Identifier:oai:dnet:recercat____::4e2c4d3b3a4e575c2d322b924f98ff4f
Acceso en línea:https://hdl.handle.net/10230/73342
http://dx.doi.org/10.2759/0784462
Access Level:acceso abierto
Palabra clave:AI-generated audio content
Artificial Intelligence
AI Act
Article 50(2) AI Act
Descripción
Sumario:This report reviews the current state of technical solutions and research on marking and detecting AI-generated audio within the framework of Article 50 of the EU AI Act. It aims to support the development of Codes of Practice addressing transparency obligations by providing an informed and comprehensive analysis of existing methods, their capabilities, and limitations. Specifically, the report: examines the principal mechanisms for audio marking and detection, proposes a set of evaluation criteria aligned with the AI Act’s requirements, assesses state of the art approaches against these criteria, identifies their main shortcomings and