Playable State-Space Model From a Single Audio Sample

This work attempts to reproduce a short segment of “natural” (i.e., produced by acoustic instruments or physical objects in the world) audio by decomposing it into two distinct pieces: A state-space model simulating the resonances of the system a sparse control signal, representing energy injected into the system. The control signal can be thought of as roughly corresponding to a musical score,…