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End-to-End Music Source Separation: Is it Possible in the Waveform Domain?
2019
Interspeech 2019
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 omitting potentially useful information, we study the viability of using end-to-end models for music source separation -which take into account all the information available in the raw audio signal, including the phase. Although during the last decades end-to-end music source separation has been considered almost
doi:10.21437/interspeech.2019-1177
dblp:conf/interspeech/LluisPS19
fatcat:y7a6jn6ftjaxvjonjhkt7zi7ye