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ByteDance Seed: joint audio/video diffusion with cross-modal training

Contribution grade

Audio-visual generation systems · Human-designed research method or resource

Reference score80,000Provisional editorial estimate of this exact contribution; its grade is assessed separately.

What changed

Integrated dual-branch audio/video diffusion with cross-modal coupling, staged data curation and multidimensional post-training rewards to generate synchronized visual and audio sequences.

Scientific scope

Integrated dual-branch audio/video diffusion with cross-modal coupling, staged data curation and multidimensional post-training rewards to generate synchronized visual and audio sequences. Seedance video backbone, diffusion, RLHF and distillation are inherited. New jointly generated audio is the scoped system delta rather than a mere size/version bump. Lip synchronization and inference speed are source-reported; no audio/video was generated or evaluated here.

Evidence

The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Seedance video backbone, diffusion, RLHF and distillation are inherited. New jointly generated audio is the scoped system delta rather than a mere size/version bump. Lip synchronization and inference speed are source-reported; no audio/video was generated or evaluated here.

Contributors

Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.

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