Symbolic Music Generation with Diffusion Models

Online Supplement

Related Material

arXiv paper
Supplement PDF
Model Code

Contents

Unconditional Generation
Infilling
Iterative Refinement
Extended Samples

Unconditional Generation

Test Set


Diffusion


Autoregression


Interpolation


MusicVAE Prior


Infilling

Example A Example B Example C
Original


Diffusion


Interpolation


MusicVAE Prior


Iterative Refinement

     MIDI      Embeddings and Audio

t=0

    
    

t=500

    
    

t=850

    
    

t=1000

    
    

Extended Samples

Unconditional Generation

Test Set








Diffusion








Autoregression








Interpolation








MusicVAE Prior










Infilling

Original








Diffusion








Interpolation








MusicVAE Prior