A Primer on Source Separation

MDX Workshop: A Primer on Source Separation

Task, Datasets, and Losses

Task
Datasets
MUSDB18 with PyTroch
Data Augmentation
Evaluation

Estimation Strategy

Waveform
Spectrogram
Hybrid

MDX Challenge

MDX Challenge
KUIELab-MDX-Net
Hybrid Demucs
Channel-wise Subband Phase-aware ResUNet
Danna-Sep

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MDX Challenge

By Woosung Choi, Alexandre Defossez, and Haohe Liu
© Copyright 2021.