Hélène Papadopoulos

Drum extraction in single channel audio signals using multi-layer Non negative Matrix Factor Deconvolution

In this paper, we propose a supervised multilayer factorization method designed for harmonic/percussive source separation and drum extraction. Our method decomposes the audio signals in sparse orthogonal components which capture the harmonic content, while the drum is represented by an extension of…