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Han-Ling Wang

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#artificial intelligence Preprint Oct 2026

SonicWorld: Source-Centric Latent Dynamics for Spatial Audio Reasoning

Dynamic spatial audio reasoning requires a model to associate changing acoustic observations with the correct source and recover its spatial state at a queried time or interval, a challenge intensified by overlapping speech and source motion. To study this problem, we introduce Sonic-Bench, comprising 2.8K first-order...

Chen-Long Wei, Han-Ling Wang, Mingjin Lou et al. · 0 citations