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JY2

Jen-Yu Liu, Yi-Hsuan Yang

Research Center for IT Innovation, Academia Sinica, Taiwan

[email protected]

Additional Info

  • is_blind: no
  • additional_training_data: no

Supplemental Material

  • Code: Not available right now
  • Demos: Not available right now

Method

Denoising auto-encoder with skip connections. It shares some similarities with the U-Net proposed by Jansson et al. [2], but has some major differences in architecture design and skip connections. Further information will be updated in [1].

In comparison to JY1 model, this one adds an enhancement module in addition to the main separation module.

References

  • [1] Liu, J.-Y. and Yang, Y.-H., Denoising Auto-Encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation. Proceedings of ICMLA, 2018
  • [2] Jansson, A., Humphrey, E., Montecchio, N., Bittner, R., Kumar, A., and Weyde, T. U-NET CONVOLUTIONAL NETWORKS. Proceedings of ISMIR, 2017