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ADD 2023: Towards audio deepfake detection and anal- ysis in the wild,

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cs.SD 1

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2026 1

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UNVERDICTED 1

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Mitigating Proxy-to-Wild Domain Gap in Deepfake Speech

cs.SD · 2026-06-05 · unverdicted · novelty 7.0

Introduces DSFA to turn deterministic audio features stochastic during fine-tuning and the CoSG ExtEval dataset, claiming SOTA generalization for CodecFake detection.

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  • Mitigating Proxy-to-Wild Domain Gap in Deepfake Speech cs.SD · 2026-06-05 · unverdicted · none · ref 14

    Introduces DSFA to turn deterministic audio features stochastic during fine-tuning and the CoSG ExtEval dataset, claiming SOTA generalization for CodecFake detection.