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Music Informatics Group

Georgia Institute of Technology

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Projects & Events

  • EAsT: Embeddings As Teachers for Music Classification
  • Latte: Cross-framework Python Package for Evaluation of Latent-Based Generative Models
  • Score-Informed Networks for Music Performance Assessment
  • 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
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dataset_example

Figure 2: Example melody from the dMelodies dataset along with the latent factors of variation.

Posted on August 12, 2020August 12, 2020Full size 4854 × 1562

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Published indMelodies: A Music Dataset for Disentanglement Learning
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