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Author

Romolo Muletta

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Preprint Aug 2026

Your Voice Cloning System is Secretly a Voice Anonymizer

This work proposes repurposing XTTSv2, a multilingual voice cloning model trained on 27k hours of speech, for speaker anonymization without retraining, and introduces an iterative refinement strategy that balances privacy and utility by maximizing a harmonic mean of speaker dissimilarity and intelligibility.

Romolo Muletta, Felix Matthias Saaro, Mark Cieliebak et al. · 0 citations

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