AI-generated music 1audio dataset 1cross-dataset evaluation 1music deepfake detection 1semantic alignment 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.SD2026
Echoes: A semantically-aligned music deepfake detection dataset
Octavian Pascu, Dan Oneata, Horia Cucu +1
The paper presents Echoes, a new dataset of AI‑generated and real music tracks designed for robust deepfake detection, featuring semantic alignment between spoofed audio and genuin…
eess.AS2025
Unmasking real-world audio deepfakes: A data-centric approach
David Combei, Adriana Stan, Dan Oneata +2
The growing prevalence of real-world deepfakes presents a critical challenge for existing detection systems, which are often evaluated on datasets collected just for scientific pur…
eess.AS2025
ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech
Xin Wang, Héctor Delgado, Hemlata Tak +26
ASVspoof 5 is the fifth edition in a series of challenges which promote the study of speech spoofing and deepfake attacks as well as the design of detection solutions. We introduce…