Scene-Aware Audio for 360\textdegree{} Videos
May 12, 2018 Β· Entered Twilight Β· π ACM Transactions on Graphics
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Repo contents: README.md, data, details.md
Authors
Dingzeyu Li, Timothy R. Langlois, Changxi Zheng
arXiv ID
1805.04792
Category
cs.GR: Graphics
Cross-listed
cs.CV,
cs.ET,
cs.SD,
eess.AS
Citations
62
Venue
ACM Transactions on Graphics
Repository
https://github.com/dingzeyuli/SpEAR-speech-database
β 10
Last Checked
5 days ago
Abstract
Although 360\textdegree{} cameras ease the capture of panoramic footage, it remains challenging to add realistic 360\textdegree{} 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 360\textdegree{} 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.
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