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MusPy: A Toolkit for Symbolic Music Generation


Aug 05, 2020
Hao-Wen Dong, Ke Chen, Julian McAuley, Taylor Berg-Kirkpatrick

* Accepted by International Society for Music Information Retrieval Conference (ISMIR), 2020 

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Automatic Melody Harmonization with Triad Chords: A Comparative Study


Jan 08, 2020
Yin-Cheng Yeh, Wen-Yi Hsiao, Satoru Fukayama, Tetsuro Kitahara, Benjamin Genchel, Hao-Min Liu, Hao-Wen Dong, Yian Chen, Terence Leong, Yi-Hsuan Yang

* 20 pages, 6 figures, submitted to JNMR 

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Towards a Deeper Understanding of Adversarial Losses


Jan 25, 2019
Hao-Wen Dong, Yi-Hsuan Yang


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Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation


Oct 10, 2018
Hao-Wen Dong, Yi-Hsuan Yang


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Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation


Oct 06, 2018
Hao-Wen Dong, Yi-Hsuan Yang

* A preliminary version of this paper appeared in ISMIR 2018. In this version, we added an appendix to provide figures of sample results and remarks on the end-to-end models 

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MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment


Nov 24, 2017
Hao-Wen Dong, Wen-Yi Hsiao, Li-Chia Yang, Yi-Hsuan Yang

* to appear at AAAI 2018 

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