Tutorials

"Music Source Separation with DNNs, Making it work"

This tutorial was presented at ISMIR 2018 by Antoine Liutkus and Fabian-Robert Stöter

Slides

Jupyter Notebooks

    1. Introduction to Music Separation Google Colab
    1. Vanilla BiLSTM Source Separation Model Google Colab
    1. Bonus I: Spectrogram Sampling with Pescador t.b.a
    1. Bonus II: Norbert t.b.a

Open-Unmix

  • Open-Unmix Baseline (PyTorch)t.b.a
  • Open-Unmix Baseline (Keras)t.b.a
  • Open-Unmix Baseline (NNabla)t.b.a
  • Experimentst.b.a

Software Tools

Datasets

Last Updated: 9/23/2018, 1:29:38 AM