Separation of Instrument Sounds using Non-negative Matrix Factorization with Spectral Envelope Constraints

Jeongsoo Park, Jaeyoung Shin, Kyogu Lee

Spectral envelope is one of the most important features that characterize the timbre of an instrument sound. However, it is difficult to use spectral information in the framework o…