Fun-CineForge Releases Open-Source Dubbing Pipeline, Model, and CineDub-CN Dataset

Fun-CineForge, from FunAudioLLM, is an open-source toolkit with an end-to-end dataset pipeline and an MLLM-based model for zero-shot movie dubbing across diverse cinematic scenes.

The team built CineDub-CN, described as the first large-scale Chinese television dubbing dataset, and reports that its model outperforms state-of-the-art methods on audio quality, lip-sync, timbre transition, and instruction following.

Inference code and checkpoints were released on March 16, 2026, and the model runs on a consumer-grade GPU.