Calliope -- A Polyphonic Music Transformer

Auto-encoding variational bayes

Original

D. Kingma and M. Welling · 2013

Earlier work this paper cites.

Generative adversarial networks

Original

I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio · 2014

Earlier work this paper cites.

Adam: A method for stochastic optimization

Original

D. Kingma and J. Ba · 2014

Earlier work this paper cites.

Adversarial autoencoders

Original

A. Makhzani, J. Shlens, N. Jaitly, I. Goodfellow, and B. Frey · 2015

Earlier work this paper cites.

Learning-based methods for comparing sequences, with applications to audio-to-midi alignment and matching

C. Raffel · 2016

Earlier work this paper cites.

Attention is all you need

A. Vaswani, N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. Gomez, Ł. Kaiser, and I. Polosukhin · 2017

Cited alongside, same era.

Adversarial variational bayes: Unifying variational autoencoders and generative adversarial networks

L. Mescheder, S. Nowozin, and A. Geiger · 2017

Cited alongside, same era.

A hierarchical latent vector model for learning long-term structure in music

A. Roberts, J. Engel, C. Raffel, C. Hawthorne, and D. Eck · 2018

Cited alongside, same era.

Musegan: Multi-track sequential generative adversarial networks for symbolic music generation and accompaniment

H. Dong, W. Hsiao, L. Yang, and Y. Yang · 2018

Cited alongside, same era.

Transformer-xl: Attentive language models beyond a fixed-length context

Original

Z. Dai, Z. Yang, Y. Yang, J. Carbonell, Q. Le, and R. Salakhutdinov · 2019

Cited alongside, same era.

Scheduled sampling for transformers

Original

T. Mihaylova and A. Martins · 2019

Later among the works it cites.

Learning style-aware symbolic music representations by adversarial autoencoders

A. Valenti, A. Carta, and D. Bacciu · 2020

Later among the works it cites.

Pop music transformer: Beat-based modeling and generation of expressive pop piano compositions

Y. Huang and Y. Yang · 2020

Later among the works it cites.

Encoding musical style with transformer autoencoders

K. Choi, C. Hawthorne, I. Simon, M. Dinculescu, and J. Engel · 2020

Later among the works it cites.