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Hao-Wen Dong
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MuseGAN: Multi-track sequential generative adversarial networks for symbolic music generation and accompaniment
HW Dong, WY Hsiao, LC Yang, YH Yang
AAAI Conference on Artificial Intelligence, 2018
6452018
Convolutional generative adversarial networks with binary neurons for polyphonic music generation
HW Dong, YH Yang
International Society for Music Information Retrieval Conference, 2018
1182018
MusPy: A Toolkit for Symbolic Music Generation
HW Dong, K Chen, J McAuley, T Berg-Kirkpatrick
International Society for Music Information Retrieval Conference, 2020
582020
Pypianoroll: Open source Python package for handling multitrack pianoroll
HW Dong, WY Hsiao, YH Yang
ISMIR Late-Breaking Demos, 2018
572018
Automatic melody harmonization with triad chords: A comparative study
YC Yeh, WY Hsiao, S Fukayama, T Kitahara, B Genchel, HM Liu, ...
Journal of New Music Research 50 (1), 37-51, 2021
452021
On Output Activation Functions for Adversarial Losses: A Theoretical Analysis via Variational Divergence Minimization and An Empirical Study on MNIST Classification
HW Dong, YH Yang
arXiv preprint arXiv:1901.08753, 2019
37*2019
Multitrack Music Transformer
HW Dong, K Chen, S Dubnov, J McAuley, T Berg-Kirkpatrick
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
242023
Deep performer: Score-to-audio music performance synthesis
HW Dong, C Zhou, T Berg-Kirkpatrick, J McAuley
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
132022
An Empirical Evaluation of End-to-End Polyphonic Optical Music Recognition
S Edirisooriya, HW Dong, J McAuley, T Berg-Kirkpatrick
International Society for Music Information Retrieval Conference, 2021
122021
MuseGAN: demonstration of a convolutional gan based model for generating multi-track piano-rolls
HW Dong, WY Hsiao, LC Yang, YH Yang
ISMIR Late-Breaking Demos, 2017
122017
CLIPSep: Learning Text-queried Sound Separation with Noisy Unlabeled Videos
HW Dong, N Takahashi, Y Mitsufuji, J McAuley, T Berg-Kirkpatrick
arXiv preprint arXiv:2212.07065, 2022
112022
Training generative adversarial networks with binary neurons by end-to-end backpropagation
HW Dong, YH Yang
arXiv preprint arXiv:1810.04714, 2018
112018
Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack Music
HW Dong, C Donahue, T Berg-Kirkpatrick, J McAuley
International Society for Music Information Retrieval Conference, 2021
52021
Improving choral music separation through expressive synthesized data from sampled instruments
K Chen, HW Dong, Y Luo, J McAuley, T Berg-Kirkpatrick, M Puckette, ...
arXiv preprint arXiv:2209.02871, 2022
42022
CLIPSonic: Text-to-Audio Synthesis with Unlabeled Videos and Pretrained Language-Vision Models
HW Dong, X Liu, J Pons, G Bhattacharya, S Pascual, J Serrà, ...
arXiv preprint arXiv:2306.09635, 2023
12023
Equipping Pretrained Unconditional Music Transformers with Instrument and Genre Controls
W Xu, J McAuley, S Dubnov, HW Dong
2023 IEEE International Conference on Big Data (BigData), 4512-4517, 2023
2023
My research aims to empower music creation with machine learning. I build intelligent systems that learn to compose, arrange and synthesize music. My goal is to lower the …
HW Dong
Flow-based Deep Generative Models
J Xu, HW Dong
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