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Gus (Guangyu) Xia
Gus (Guangyu) Xia
Assistant Professor of Machine Learning, MBZUAI
Verified email at nyu.edu - Homepage
Title
Cited by
Cited by
Year
Pop909: A pop-song dataset for music arrangement generation
Z Wang, K Chen, J Jiang, Y Zhang, M Xu, S Dai, X Gu, G Xia
arXiv preprint arXiv:2008.07142, 2020
1162020
Transformer vae: A hierarchical model for structure-aware and interpretable music representation learning
J Jiang, GG Xia, DB Carlton, CN Anderson, RH Miyakawa
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
892020
Autonomous robot dancing driven by beats and emotions of music
G Xia, J Tay, R Dannenberg, M Veloso
Proceedings of the 11th International Conference on Autonomous Agents and …, 2012
772012
Deep music analogy via latent representation disentanglement
R Yang, D Wang, Z Wang, T Chen, J Jiang, G Xia
arXiv preprint arXiv:1906.03626, 2019
762019
Music style transfer: A position paper
S Dai, Z Zhang, GG Xia
arXiv preprint arXiv:1803.06841, 2018
722018
Learning interpretable representation for controllable polyphonic music generation
Z Wang, D Wang, Y Zhang, G Xia
arXiv preprint arXiv:2008.07122, 2020
702020
The effect of explicit structure encoding of deep neural networks for symbolic music generation
K Chen, W Zhang, S Dubnov, G Xia, W Li
2019 International Workshop on Multilayer Music Representation and …, 2019
702019
Pianotree vae: Structured representation learning for polyphonic music
Z Wang, Y Zhang, Y Zhang, J Jiang, R Yang, J Zhao, G Xia
arXiv preprint arXiv:2008.07118, 2020
572020
Spectral Learning for Expressive Interactive Ensemble Music Performance.
G Xia, Y Wang, RB Dannenberg, G Gordon
ISMIR, 816-822, 2015
422015
Mert: Acoustic music understanding model with large-scale self-supervised training
Y Li, R Yuan, G Zhang, Y Ma, X Chen, H Yin, C Lin, A Ragni, E Benetos, ...
arXiv preprint arXiv:2306.00107, 2023
372023
MuseBERT: Pre-training Music Representation for Music Understanding and Controllable Generation.
Z Wang, G Xia
ISMIR, 722-729, 2021
312021
Methods and prospects for human–computer performance of popular music
RB Dannenberg, NE Gold, D Liang, G Xia
Computer Music Journal 38 (2), 36-50, 2014
302014
Large-Vocabulary Chord Transcription via Chord Structure Decomposition.
J Jiang, K Chen, W Li, G Xia
ISMIR, 644-651, 2019
292019
Improvised Duet Interaction: Learning Improvisation Techniques for Automatic Accompaniment
GG Xia, R Dannenberg
New Interface for Musical Expression, 2017
292017
A unified model for zero-shot music source separation, transcription and synthesis
L Lin, Q Kong, J Jiang, G Xia
arXiv preprint arXiv:2108.03456, 2021
272021
Expressive humanoid robot for automatic accompaniment
G Xia, M Kawai, K Matsuki, M Fu, S Cosentino, G Trovato, R Dannenberg, ...
Proceedings of the Sound and Music Computing Conference, 2016
272016
MidiFind: fast and effective similarity searching in large MIDI databases
T Huang, G Xia, Y Ma, R Dannenberg, C Faloutsos
Proc. of the 10th International Symposium on Computer Music …, 2013
262013
A Statistical View on the Expressive Timing of Piano Rolled Chords.
M Fu, G Xia, RB Dannenberg, LA Wasserman
ISMIR, 578-583, 2015
222015
Active Scores: Representation and Synchronization in Human–Computer Performance of Popular Music
RB Dannenberg, NE Gold, D Liang, G Xia
Computer Music Journal 38 (2), 51-62, 2014
222014
Continuous melody generation via disentangled short-term representations and structural conditions
K Chen, G Xia, S Dubnov
2020 IEEE 14th International Conference on Semantic Computing (ICSC), 128-135, 2020
212020
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