Research map / 3D vision / 3D generation
Novel-View Acoustic Synthesis
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| use ViGAS instead of VAM | NVAS synthesis · SoundSpaces-NVAS, single environment | Mag: 0.220 -> 0.159 | Helped |
| use ViGAS instead of VAM | NVAS synthesis · SoundSpaces-NVAS, single environment | LRE: 1.198 -> 0.782 | Helped |
| use ViGAS instead of VAM | NVAS synthesis · SoundSpaces-NVAS, novel environment | Mag: 0.216 -> 0.175 | Helped |
| use ViGAS instead of VAM | NVAS synthesis · Replay-NVAS, single environment | LRE: 0.924 -> 0.716 | Helped |
| add visual features (ablation) | ViGAS · SoundSpaces-NVAS | Mag: 0.171 -> 0.159 | Helped |
| add visual features (ablation) | ViGAS · Replay-NVAS | LRE: 0.920 -> 0.716 | Helped |
| add active speaker localization (ablation) | ViGAS · SoundSpaces-NVAS | Mag: 0.161 -> 0.159 | Helped |
| add active speaker localization (ablation) | ViGAS · Replay-NVAS | LRE: 0.757 -> 0.716 | Helped |
| add temporal alignment (ablation) | ViGAS · SoundSpaces-NVAS | Mag: 0.176 -> 0.159 | Helped |
| add temporal alignment (ablation) | ViGAS · SoundSpaces-NVAS | LRE: 0.771 -> 0.782 | No clear effect |
| add ambient sound separation (ablation) | ViGAS · SoundSpaces-NVAS | Mag: 0.165 -> 0.159 | Helped |
| add ambient sound separation (ablation) | ViGAS · Replay-NVAS | Mag: 0.182 -> 0.142 | Helped |
Closest papers by meaning
- AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis (NeurIPS 2024 · similarity 0.91)
- NeRAF: 3D Scene Infused Neural Radiance and Acoustic Fields (ICLR 2025 · similarity 0.90)
- SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding (CVPR 2025 · similarity 0.89)
- SoundBrush: Sound as a Brush for Visual Scene Editing (AAAI 2025 · similarity 0.86)
- Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark (CVPR 2024 · similarity 0.86)
- Acoustic Volume Rendering for Neural Impulse Response Fields (NeurIPS 2024 · similarity 0.85)
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