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National Institute of Informatics
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Artifact-specific experts can provide interpretable evidence in speech deepfake detection, transforming how we assess synthetic audio authenticity.
RL fine-tuning with GRPO can significantly boost the generalization of speech deepfake detectors to unseen attacks, outperforming standard supervised methods.
