Houjun Liu

SAIC: Speech Anonomyzation

Challenge of speech anonymization: cannot develop a model which both preserves speech features well but also effectively anonymizes the speech.

Methodology

  • Separate content and speech encoders
  • Results in highly concentrated + effective speech content, but with very widespread voiceprint