Fine-tuning Qwen3-TTS for high-quality voice cloning
Jul 31, 2026
Summary
Introduced a new capability for fine-tuning Qwen3-TTS for high-quality voice cloning. Detailed three approaches: ICL, speaker-embedding-only, and fine-tuning. Provided a technical deep-dive into the fine-tuning process, including dataset preparation using ASR with character-level timestamps, model training with talker and sub-talker loss, and speaker embedding centroid calculation. Discussed training optimizations like learning rate schedules and improved speaker embedding derivation.