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Beyond the benchmarks (a)–(f) from CodecFake+ [10] on existing sets (ASVspoof19 LA, CoRS, CoSG Eval), we further evaluate per- formance on our new collected CoSG ExtEval dataset

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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 5

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