Systems, methods, and non-transitory computer readable media for augmenting scenes viewed thorough displays of an eyewear devices with audio-related image information. Scenes may be augmented by capturing, via a camera of the eyewear device, initial images of a scene, identifying features within the initial images; receiving audio-related image information (e.g., lyrics and/or images), registering the audio-related image information to the identified features, creating audio-based visual overlays including the audio-related image information registered to the identified features, and displaying the audio-based visual overlays over the scene.