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WanSong v1.0: A Pure-Diffusion Model for Five-Minute Multilingual Songs with Dual-Stem Output

First seen · 7/17/2026, 12:00 PMLatest activity · 7/17/2026, 12:00 PM

The WanSong v1.0 technical report presents a pure-diffusion foundation model for long-form music generation. It claims direct generation of high-fidelity multilingual songs up to five minutes, with vocal and background-music stems produced in a single run. The framework also uses step distillation for faster inference and is designed to support fine-tuning, customization, and downstream editing. The supplied abstract does not provide model size, datasets, benchmark results, licensing details, or evidence comparing WanSong with existing systems.

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  1. AggregatorHuggingFace Daily Papers7/17, 12:00 PMnot independentRepresentative
    WanSong v1.0: A Pure-Diffusion Model for Five-Minute Multilingual Songs with Dual-Stem Output