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Voice Clone Guard: Few-Shot Deepfake Detection with XLS-R Embeddings and Gaussian Process Calibration

In 2025, voice deepfakes aren’t just sci-fi—they’re a real threat. From scammers impersonating loved ones to manipulate victims into sending money, to deepfakes disrupting elections or financial systems, synthetic audio is getting scarily good. Traditional… Voice Clone Guard: Few-Shot Deepfake Detection with XLS-R Embeddings and Gaussian Process Calibration