OmniSep: Unified Omni-Modality Sound Separation with Query-Mixup

Xize Cheng, Siqi Zheng, Zehan Wang, Minghui Fang, Ziang Zhang +5 more
2/12/2026

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@article{cheng2026omnisep,
  title  = {OmniSep: Unified Omni-Modality Sound Separation with Query-Mixup},
  author = {Xize Cheng and Siqi Zheng and Zehan Wang and Minghui Fang and Ziang Zhang and Rongjie Huang and Shengpeng Ji and Jialong Zuo and Tao Jin and Zhou Zhao},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:758e72a168b58912d020e37046e21b6957955cee},
  journal = {ICLR 2025 2025}
}

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