Audible Networks: Deconstructing and Manipulating Sounds with Deep Non-Negative Autoencoders

Juan José Burred, Carmine-Emanuele Cella

We propose the use of Non-Negative Autoencoders (NAEs) for sound deconstruction and user-guided manipulation of sounds for creative purposes. NAEs offer a versatile and scalable ex…