End-to-end music source separation: is it possible in the waveform domain?

Francesc Lluís, Jordi Pons, Xavier Serra

Most of the currently successful source separation techniques use the magnitude spectrogram as input, and are therefore by default omitting part of the signal: the phase. To avoid…