MPI_SAGAN - MIDI Piano Image Generative Adversarial Network using Self-Attention

training the gan without thresh hold / training the gan applying 0.3 thresh / training the gan applying 0.5 thresh

Models arthitecture

Data source

GAN Result

The DC gan model which trained 450 epoch generate fake music

The DC gan model which trained 1000 epoch generate fake music

Self attention GAN Result

The self attention gan model which trained 150 epoch generate fake music

The self attention gan model which trained 190 epoch generate fake music

The self attention gan model which trained 420 epoch generate fake music

The self attention gan model which trained 430 epoch generate fake music