A Comparative Study of Deep Audio Models for Spectrogram- and Waveform-Based SingFake Detection

Recent advancements in singing voice synthesis have significantly improved the quality of artificial singing voices, raising concerns about their potential misuse in generating deepfake singing, or “singfake” voices. Detecting these synthetic voices presents unique challenges d...

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Bibliographic Details
Main Authors: Minh Nguyen-Duc, Luong Vuong Nguyen, Huy Nguyen-Ho-Nhat, Tri-Hai Nguyen, O-Joun Lee
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11007653/
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