TFC-TDF-U-Net's performance on Musdb18

[ws-choi]

Our main approach is based on TFC-TDF-U-Net [3].

This model was originally proposed for Singing Voice Separation.

but it turns out that this model also performs well for other musical instruments (drums, bass, other)

• More information: please see page 53 of the following dissertation
  • Choi, Woosung, Deep Learning-based Latent Source Analysis for Source-aware Audio Manipulation. PhD Dissertation. Korea University, 2021.
  • TFC-TDF-U-Net Repository

[3] Choi, Woosung, et al. "Investigating u-nets with various intermediate blocks for spectrogram-based singing voice separation." 21th International Society for Music Information Retrieval Conference, ISMIR. 2020.