Visual Geometry Grounded Novel-View Acoustic Synthesis

Feed-forward pipeline for spatially accurate binaural audio synthesis at novel viewpoints. Eliminates the Structure-from-Motion dependency via VGGT geometry encoding and cross-attention acoustic retrieval. Outperforms prior SOTA on all four metrics with fewer parameters and 10x faster preprocessing.

CVPR Workshop 2026