Extracting Voice Styles from Frozen TTS Models via Gradient-Based Inverse Optimization

Gyeongmin Kim

Some text-to-speech systems ship a synthesis model and preset style vectors but not the reference encoder that turns audio into such a vector. The model still accepts a style vecto…