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NaturalSpeech 2 is a text-to-speech system that uses latent diffusion models to synthesize natural, expressive speech and singing with high fidelity and zero-shot capability. It outperforms previous TTS systems in prosody, timbre similarity, robustness, and voice quality, enabling novel zero-shot singing synthesis from a speech prompt.
AI named NaturalSpeech 2 in November 2025.