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audio-visual modeling 1diffusion models 1dual stems 1long-form audio 1multilingual songs 1multimodal interaction 1music generation 1pretraining 1real-time AI 1video streaming 1world-event representation 1

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eess.AS2026

WanSong v1.0 Technical Report

Binghui Chen, Pandeng Li, Yu Liu +1

The paper introduces WanSong, a diffusion‑based model that can directly generate high‑fidelity, multilingual songs up to five minutes long, outputting separate vocal and background…