Scene-Aware Audio for 360textdegree Videos
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Abstract (arXiv)
Although 360textdegree cameras ease the capture of panoramic footage, it remains challenging to add realistic 360textdegree audio that blends into the captured scene and is synchronized with the camera motion. We present a method for adding scene-aware spatial audio to 360textdegree videos in typical indoor scenes, using only a conventional mono-channel microphone and a speaker. We observe that the late reverberation of a room's impulse response is usually diffuse spatially and directionally. Exploiting this fact, we propose a method that synthesizes the directional impulse response between any source and listening locations by combining a synthesized early reverberation part and a measured late reverberation tail. The early reverberation is simulated using a geometric acoustic simulation and then enhanced using a frequency modulation method to capture room resonances. The late reverberation is extracted from a recorded impulse response, with a carefully chosen time duration that separates out the late reverberation from the early reverberation. In our validations, we show that our synthesized spatial audio matches closely with recordings using ambisonic microphones. Lastly, we demonstrate the strength of our method in several applications.
Key facts. Cited by 25 papers in the map (data through 7 Oct 2026). First posted on arXiv 12 May 2018.
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Citing papers per year: 2021: 6; 2022: 1; 2023: 7; 2024: 3; 2025: 5; 2026: 3.
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- 2023AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene Synthesiscited by 49
- 2021Visually Informed Binaural Audio Generation without Binaural Audioscited by 46
- 2022Learning in Audio-visual Context: A Review, Analysis, and New Perspectivecited by 44
- 2021Image2Reverb: Cross-Modal Reverb Impulse Response Synthesiscited by 34
- 2021Learning Audio-Visual Dereverberationcited by 26
- 2023Neural Acoustic Context Field: Rendering Realistic Room Impulse Response With Neural Fieldscited by 23
- 2021FoleyGAN: Visually Guided Generative Adversarial Network-Based Synchronous Sound Generation in Silent Videoscited by 20
- 2021Exploiting Audio-Visual Consistency with Partial Supervision for Spatial Audio Generationcited by 14
- 2024Modeling and Driving Human Body Soundfields through Acoustic Primitivescited by 12
- 2023Listen2Scene: Interactive material-aware binaural sound propagation for reconstructed 3D scenescited by 10
- 2024SEE-2-SOUND: Zero-Shot Spatial Environment-to-Spatial Soundcited by 10
- 2023LAVSS: Location-Guided Audio-Visual Spatial Audio Separationcited by 8
13 more
- 2025Hearing Anywhere in Any Environmentcited by 8
- 2023Sounding Bodies: Modeling 3D Spatial Sound of Humans Using Body Pose and Audiocited by 6
- 2025Differentiable Room Acoustic Rendering with Multi-View Vision Priorscited by 5
- 2021Binaural SoundNet: Predicting Semantics, Depth and Motion with Binaural Soundscited by 4
- 2025How Would It Sound? Material-Controlled Multimodal Acoustic Profile Generation for Indoor Scenescited by 4
- 2024SOAF: Scene Occlusion-aware Neural Acoustic Fieldcited by 3
- 2026SonoWorld: From One Image to a 3D Audio-Visual Scenecited by 3
- 2023Provable Robustness for Streaming Models with a Sliding Windowcited by 1
- 2023Cross-modal Generative Model for Visual-Guided Binaural Stereo Generationcited by 1
- 2025In-the-wild Audio Spatialization with Flexible Text-guided Localizationcited by 1
- 2025Dynamic Multi-Species Bird Soundscape Generation with Acoustic Patterning and 3D Spatializationcited by 1
- 2026Materialistic RIR: Material Conditioned Realistic RIR Generationcited by 0
- 2026Audible World Models: Spatially Aware Sound Generation for 3D Worldscited by 0
- 2026Audible World Models: Spatially Aware Sound Generation for 3D Worlds29 Sep 2026
- 2026Materialistic RIR: Material Conditioned Realistic RIR Generation22 Apr 2026
- 2026SonoWorld: From One Image to a 3D Audio-Visual Scene30 Mar 2026
- 2025Dynamic Multi-Species Bird Soundscape Generation with Acoustic Patterning and 3D Spatialization24 Nov 2025
- 2025How Would It Sound? Material-Controlled Multimodal Acoustic Profile Generation for Indoor Scenes4 Aug 2025
- 2025In-the-wild Audio Spatialization with Flexible Text-guided Localization1 Jun 2025
- 2025Differentiable Room Acoustic Rendering with Multi-View Vision Priors30 Apr 2025
- 2025Hearing Anywhere in Any Environment14 Apr 2025
- 2024Modeling and Driving Human Body Soundfields through Acoustic Primitives18 Jul 2024
- 2024SOAF: Scene Occlusion-aware Neural Acoustic Field2 Jul 2024
- 2024SEE-2-SOUND: Zero-Shot Spatial Environment-to-Spatial Sound6 Jun 2024
- 2023Cross-modal Generative Model for Visual-Guided Binaural Stereo Generation13 Nov 2023
13 more
- 2023Sounding Bodies: Modeling 3D Spatial Sound of Humans Using Body Pose and Audio1 Nov 2023
- 2023LAVSS: Location-Guided Audio-Visual Spatial Audio Separation31 Oct 2023
- 2023Neural Acoustic Context Field: Rendering Realistic Room Impulse Response With Neural Fields27 Sep 2023
- 2023Provable Robustness for Streaming Models with a Sliding Window28 Mar 2023
- 2023AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene Synthesis4 Feb 2023
- 2023Listen2Scene: Interactive material-aware binaural sound propagation for reconstructed 3D scenes2 Feb 2023
- 2022Learning in Audio-visual Context: A Review, Analysis, and New Perspective20 Aug 2022
- 2021Binaural SoundNet: Predicting Semantics, Depth and Motion with Binaural Sounds6 Sep 2021
- 2021FoleyGAN: Visually Guided Generative Adversarial Network-Based Synchronous Sound Generation in Silent Videos20 Jul 2021
- 2021Learning Audio-Visual Dereverberation14 Jun 2021
- 2021Exploiting Audio-Visual Consistency with Partial Supervision for Spatial Audio Generation3 May 2021
- 2021Visually Informed Binaural Audio Generation without Binaural Audios13 Apr 2021
- 2021Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis26 Mar 2021
- 2023AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene Synthesiscited by 49
- 2021Visually Informed Binaural Audio Generation without Binaural Audioscited by 46
- 2022Learning in Audio-visual Context: A Review, Analysis, and New Perspectivecited by 44
- 2021Image2Reverb: Cross-Modal Reverb Impulse Response Synthesiscited by 34
- 2021Learning Audio-Visual Dereverberationcited by 26
- 2023Neural Acoustic Context Field: Rendering Realistic Room Impulse Response With Neural Fieldscited by 23
- 2021FoleyGAN: Visually Guided Generative Adversarial Network-Based Synchronous Sound Generation in Silent Videoscited by 20
- 2021Exploiting Audio-Visual Consistency with Partial Supervision for Spatial Audio Generationcited by 14
- 2024Modeling and Driving Human Body Soundfields through Acoustic Primitivescited by 12
- 2023Listen2Scene: Interactive material-aware binaural sound propagation for reconstructed 3D scenescited by 10
- 2024SEE-2-SOUND: Zero-Shot Spatial Environment-to-Spatial Soundcited by 10
- 2023LAVSS: Location-Guided Audio-Visual Spatial Audio Separationcited by 8
12 most cited of 24 All 24 (JSON)
- 2026Materialistic RIR: Material Conditioned Realistic RIR Generation22 Apr 2026
- 2026SonoWorld: From One Image to a 3D Audio-Visual Scene30 Mar 2026
- 2025Dynamic Multi-Species Bird Soundscape Generation with Acoustic Patterning and 3D Spatialization24 Nov 2025
- 2025How Would It Sound? Material-Controlled Multimodal Acoustic Profile Generation for Indoor Scenes4 Aug 2025
- 2025In-the-wild Audio Spatialization with Flexible Text-guided Localization1 Jun 2025
- 2025Differentiable Room Acoustic Rendering with Multi-View Vision Priors30 Apr 2025
- 2025Hearing Anywhere in Any Environment14 Apr 2025
- 2024Modeling and Driving Human Body Soundfields through Acoustic Primitives18 Jul 2024
- 2024SOAF: Scene Occlusion-aware Neural Acoustic Field2 Jul 2024
- 2024SEE-2-SOUND: Zero-Shot Spatial Environment-to-Spatial Sound6 Jun 2024
- 2023Cross-modal Generative Model for Visual-Guided Binaural Stereo Generation13 Nov 2023
- 2023Sounding Bodies: Modeling 3D Spatial Sound of Humans Using Body Pose and Audio1 Nov 2023
12 newest of 24 All 24 (JSON)