Fine-tuning an SSL content encoder on Japanese, especially when the encoder is pre-trained multilingually, makes anonymized Japanese and Mandarin speech much more intelligible while keeping speaker privacy at usable levels.
English-Based SASs Speaker anonymization is a voice privacy solution to conceal speaker identity without degrading intelligibility and natural- ness [1]
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Mitigating Language Mismatch in SSL-Based Speaker Anonymization
Fine-tuning an SSL content encoder on Japanese, especially when the encoder is pre-trained multilingually, makes anonymized Japanese and Mandarin speech much more intelligible while keeping speaker privacy at usable levels.