Tortoise TTS is an open-weight neural text-to-speech model developed by neonbjb and released in 2022. The system employs a composite architecture featuring an autoregressive transformer, diffusion-based decoder, and neural vocoder to generate expressive synthetic speech. Tortoise supports voice cloning through reference audio samples and includes prompt engineering capabilities for emotional modulation, trained on over 50,000 hours of diverse audio data.