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Chenyuhao Wen

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#natural language process... Preprint Sep 2026

Vox-Infinity: Benchmarking the Limits of Long-Context Spoken Language Models

Long-context understanding remains a fundamental challenge for large language models, as excessively long inputs often lead models to forget salient information. This issue is even more pronounced in the speech domain, where audio, as a low-compression modality, requires substantially more embeddings than text to prese...

Xi-Ze Cheng, Wen-Xu Jia, Chenyuhao Wen et al. · 4 citations · ⚡1
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

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