Concepedia

Junyan Jiang

JJ

6

Publications

215

Citations

6

H-Index

2019

Active since

Affiliations

New York University(Current)

Carnegie Mellon University

New York University Shanghai

University of Applied Sciences and Arts of Southern Switzerland

Supélec

Junyan Jiang is an author at New York University specializing in engineering, music, and computer science.

Top concepts

MusicEngineeringComputer ScienceMachine LearningData ScienceDeep LearningArtsMusicologyCognitive ScienceSpeech Processing

Publications per year

2019–2020

6

Publications

6

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

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

PIANOTREE VAE: Structured Representation Learning for Polyphonic Music

Ziyu Wang, Yiyi Zhang, Yixiao Zhang et al. · arXiv (Cornell University) · 2020 · 21 citations · Full text

Music, Music Representation, Engineering +10

Deep Music Analogy Via Latent Representation Disentanglement

Ruihan Yang, Dingsu Wang, Ziyu Wang et al. · arXiv (Cornell University) · 2019 · 11 citations · Full text

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