Music Transformer: Generating Music with Long-term Structure

Online Supplement

New sample

Relatively Jazz

Piano-e-Competition Unconditioned Samples

Relative Transformer



PerformanceRNN LSTM, samples from Oore et al (2018)

Piano-e-Competition Primed Samples

Priming sequence

Relative Transformer




Baseline Transformer




Performance RNN LSTM




Harmonization samples

Generating accompaniment given melody from Twinkle twinkle little star


Bach Unconditioned Samples

Relative Transformer



Baseline Transformer