Audio visualizer eyewear device

System, method, and non-transitory computer readable medium for presenting audio-based visual overlays on see-through optical assemblies. Overlays are presented by capturing, via a camera of an eyewear device, initial images of a scene, receiving an audio signal, modifying the initial images responsive to the audio signal to create overlay images, and displaying, via a see-through optical assembly of the eyewear device, the overlay images to a wearer of the eyewear device over the scene in a viewing area of the eyewear device.