Projects & Events

Multi-Task Learning for Instrument Activation Aware Music Source Separation
AR-VAE: Attribute-based Regularization of VAE Latent Spaces
dMelodies: A Music Dataset for Disentanglement Learning
Learning to Traverse Latent Spaces for Musical Score Inpainting
An Attention Mechanism for Musical Instrument Recognition
Explicitly Conditioned Melody Generation
Music Informatics Group @ICML Machine Learning for Music Discovery Workshop
From labeled to unlabeled data – on the data challenge in automatic drum transcription
On the evaluation of generative models in music
Instrument Activity Detection in Polyphonic Music

model

Figure 1: Multitask model structure for our proposed source separation system.