Gus Xia

Transformer VAE: A Hierarchical Model for Structure-Aware and Interpretable Music Representation Learning

Junyan Jiang, Gus Xia, Dave B. Carlton et al. · 2020 · 90 citations

Music, Engineering, Machine Learning +16

POP909: A Pop-song Dataset for Music Arrangement Generation

Ziyu Wang, Ke Chen, Junyan Jiang et al. · arXiv (Cornell University) · 2020 · 51 citations · Full text

Music, Computational Musicology, Engineering +12

The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation

Ke Chen, Weilin Zhang, Shlomo Dubnov et al. · 2019 · 35 citations

Music, Computational Musicology, Engineering +16

Deep Music Analogy Via Latent Representation Disentanglement

Ruihan Yang, Dingsu Wang, Ziyu Wang et al. · arXiv (Cornell University) · 2019 · 32 citations · Full text

Music, Natural Language Processing, Music Abstractions +15

The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation

Ke Chen, Weilin Zhang, Shlomo Dubnov et al. · 2019 · 29 citations · Full text

Music, Computational Musicology, Engineering +16