Event2Audio: Event-Based Optical Vibration Sensing
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Abstract (arXiv)
Small vibrations observed in video can unveil information beyond what is visual, such as sound and material properties. It is possible to passively record these vibrations when they are visually perceptible, or actively amplify their visual contribution with a laser beam when they are not perceptible. In this paper, we improve upon the active sensing approach by leveraging event-based cameras, which are designed to efficiently capture fast motion. We demonstrate our method experimentally by recovering audio from vibrations, even for multiple simultaneous sources, and in the presence of environmental distortions. Our approach matches the state-of-the-art reconstruction quality at much faster speeds, approaching real-time processing.
Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). Builds on 15 of its 89 references that are in the map. First posted on arXiv 4 Jul 2025.
Builds on
15 of 89 references.
References · 15
- 2019PyTorch: An Imperative Style, High-Performance Deep Learning Librarycited by 20,305
- 2019Event-based Vision: A Surveycited by 1,016
- 2019Deep Learning for Audio Signal Processingcited by 92
- 2022Secrets of Event-Based Optical Flowcited by 92
- 2020Event Based, Near Eye Gaze Tracking Beyond 10,000Hzcited by 53
- 2023Separate Anything You Describecited by 43
- 2021Music Demixing Challenge 2021cited by 38
- 2023Neural Spline Fields for Burst Image Fusion and Layer Separationcited by 16
- 2023EventLFM: Event Camera integrated Fourier Light Field Microscopy for Ultrafast 3D imagingcited by 12
- 2024SoloAudio: Target Sound Extraction with Language-oriented Audio Diffusion Transformercited by 11
- 20233D Motion Magnification: Visualizing Subtle Motions with Time Varying Radiance Fieldscited by 7
- 2024Event-Based Motion Magnificationcited by 7
Built on by
Citing papers per year: 2025: 1; 2026: 2.
3 papers.
- 2025Learning to See Inside Opaque Liquid Containers using Speckle Vibrometrycited by 1
- 2026Optical Linear Systems Framework for Event Sensing and Computational Neuromorphic Imagingcited by 1
- 2026Hearing the Room Through the Shape of the Drum: Modal-Guided Sound Recovery from Multi-Point Surface Vibrationscited by 0
- 2026Hearing the Room Through the Shape of the Drum: Modal-Guided Sound Recovery from Multi-Point Surface Vibrations29 Apr 2026
- 2026Optical Linear Systems Framework for Event Sensing and Computational Neuromorphic Imaging20 Jan 2026
- 2025Learning to See Inside Opaque Liquid Containers using Speckle Vibrometry28 Jul 2025