A developer trained a tiny 20M parameter open-source text-to-speech model from scratch overnight using a single RTX 3090 GPU. The proof-of-concept model, while still exhibiting glitchy and robotic output, demonstrates rapid training feasibility for lightweight TTS systems. Training code is available on GitHub and model weights on Hugging Face.