Targeted Augmented Data for Audio Deepfake Detection

The availability of highly convincing audio deepfake generators highlights the need for designing robust audio deepfake detectors. Existing works often rely solely on real and fake data available in the training set, which may lead to overfitting, thereby reducing the robustness to unseen manipulati...

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Veröffentlicht in:	arXiv.org 2024-07
Hauptverfasser:	Marcella Astrid, Ghorbel, Enjie, Aouada, Djamila
Format:	Artikel
Sprache:	eng
Schlagworte:	Audio data Availability Data augmentation Deception Detectors
Online-Zugang:	Volltext
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