Papers on Audio Deepfake Detection

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Every Breath You Don't Take: Deepfake Speech Detection Using Breath https://arxiv.org/abs/2404.15143

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Training-Free Deepfake Voice Recognition by Leveraging Large-Scale Pre-Trained Models https://arxiv.org/abs/2405.02179

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Enhancing Generalization in Audio Deepfake Detection: A Neural Collapse based Sampling and Training Approach https://arxiv.org/abs/2404.13008

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Exploring Green AI for Audio Deepfake Detection https://arxiv.org/abs/2403.14290

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Retrieval-Augmented Audio Deepfake Detection https://arxiv.org/abs/2404.13892

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Cross-Domain Audio Deepfake Detection: Dataset and Analysis https://arxiv.org/abs/2404.04904

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CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake Detection https://arxiv.org/abs/2406.02438

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Harder or Different? Understanding Generalization of Audio Deepfake Detection https://arxiv.org/abs/2406.03512

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RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection https://arxiv.org/abs/2406.06086

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One-Class Learning with Adaptive Centroid Shift for Audio Deepfake Detection https://arxiv.org/abs/2406.16716