Twenty Thousand Hertz

Deepfake Dallas: How AI learned to speak like me

Sep 2, 2020
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INSIGHT

How AI Learns to Speak

  • AI learns to speak by mapping text to audio patterns.
  • Initial outputs are robotic but improve as training data accumulates.
INSIGHT

Training Efficient Deepfake Voices

  • Fine-tuning a generic model with just hours of voice data creates a convincing deepfake voice.
  • Data compression is used to speed training but reduces voice quality temporarily.
INSIGHT

Audio Deepfakes Can Be Unauthorized

  • Enough clean audio enables voice cloning without a subject's permission.
  • Public figures' extensive recordings make unauthorized deepfakes easy to create.
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