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AI text-to-speech programs could “unlearn” how to imitate certain people

  • AI models could unlearn how to imitate specific voices to combat audio deepfakes.
  • Machine unlearning aims to prevent voice identity fraud by making AI 'forget' particular voices.
  • This technique requires replacing data with randomness to ensure complete 'forgetfulness' by model.
  • Results show effective 'forgetting' of voices, but with some compromise on mimicking permitted voices.

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