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Music Source Separation

3 papers with code · Music

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

29 Oct 2018francesclluis/source-separation-wavenet

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.

MUSIC SOURCE SEPARATION

Adversarial Semi-Supervised Audio Source Separation applied to Singing Voice Extraction

31 Oct 2017f90/AdversarialAudioSeparation

Based on this idea, we drive the separator towards outputs deemed as realistic by discriminator networks that are trained to tell apart real from separator samples.

MUSIC SOURCE SEPARATION

Semi-Supervised Monaural Singing Voice Separation With a Masking Network Trained on Synthetic Mixtures

14 Dec 2018sagiebenaim/Singing

We study the problem of semi-supervised singing voice separation, in which the training data contains a set of samples of mixed music (singing and instrumental) and an unmatched set of instrumental music.

MUSIC SOURCE SEPARATION SPEECH SEPARATION