Author

Zhou Zhao

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Preprint Sep 2026

One-Stage Multi-Task Instruction-Guided 3D Spatial Audio Editing

SwanWeave is presented, the first one-stage multi-task framework for instruction-guided 3D FOA spatial audio editing, and introduces Spatial Preference Optimization (SPO), a Direct Preference Optimization (DPO)-based alignment objective with edit-specific negative targets, and adopts staged training to improve natural-...

Ke Lei, Chenyuhao Wen, Yu Zhang et al. · 1 citation · ⚡1

#artificial intelligence Jun 2026

Spatial-Omni: Spatial Audio Understanding Integration in Multimodal LLMs via FOA Encoding

Spatial-Omni is a lightweight method that implements SO-Encoder to inject First-Order Ambisonics (FOA) spatial audio into existing Omni LLMs as an independent modality, without modifying their original audio encoders.

Zhiyuan Zhu, Yixuan Chen, Yiwen Shao et al. · arXiv.org · 11 citations

Preprint Aug 2026

VoxAudio: Vocalized Audio Synthesis via Multi-Reward Autoregressive Flow Matching

Vocalized audio synthesis, the task of generating audio in which intelligible speech is embedded within an environmental soundscape, underpins applications such as podcast production and video dubbing, and VoxAudio, a causal autoregressive flow matching model that addresses this problem from three complementary aspects...

Wenxiang Guo, Changhao Pan, Ziyue Jiang et al. · 0 citations