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Expand Up @@ -165,38 +165,45 @@ downloaded from the following links.
- [`training_samples.tar.gz`](https://docs.google.com/uc?export=download&id=1pZk0YCElcHHSBfhbV8j_zaRr1zhEQUzN) (18.7 MB):
sample generated results at different steps

Citing
------

Please cite the following paper if you use the code provided in this repository.

Hao-Wen Dong,\* Wen-Yi Hsiao,\* Li-Chia Yang and Yi-Hsuan Yang, "MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic
Music Generation and Accompaniment," _Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI)_, 2018. (\*equal contribution)
<br>
[[homepage](https://salu133445.github.io/musegan)]
[[arXiv](http://arxiv.org/abs/1709.06298)]
[[paper](https://salu133445.github.io/musegan/pdf/musegan-aaai2018-paper.pdf)]
[[slides](https://salu133445.github.io/musegan/pdf/musegan-aaai2018-slides.pdf)]
[[code](https://github.com/salu133445/musegan)]

## Papers

__Convolutional Generative Adversarial Networks with Binary Neurons for
Polyphonic Music Generation__<br>
__MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment__<br>
Hao-Wen Dong,\* Wen-Yi Hsiao,\* Li-Chia Yang and Yi-Hsuan Yang (\*equal contribution)<br>
_Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI)_, 2018.<br>
[[homepage](https://salu133445.github.io/musegan)]
[[arXiv](http://arxiv.org/abs/1709.06298)]
[[paper](https://salu133445.github.io/musegan/pdf/musegan-aaai2018-paper.pdf)]
[[slides](https://salu133445.github.io/musegan/pdf/musegan-aaai2018-slides.pdf)]
[[code](https://github.com/salu133445/musegan)]

__Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation__<br>
Hao-Wen Dong and Yi-Hsuan Yang<br>
in _Proceedings of the 19th International Society for Music Information
Retrieval Conference_ (ISMIR), 2018.<br>
[[website](https://salu133445.github.io/bmusegan)]
[[arxiv](https://arxiv.org/abs/1804.09399)]
_Proceedings of the 19th International Society for Music Information Retrieval Conference (ISMIR)_, 2018.<br>
[[homepage](https://salu133445.github.io/bmusegan)]
[[video](https://youtu.be/r9C2Q2oR9Ik)]
[[paper](https://salu133445.github.io/bmusegan/pdf/bmusegan-ismir2018-paper.pdf)]
[[slides(long)](https://salu133445.github.io/bmusegan/pdf/bmusegan-tmac2018-slides.pdf)]
[[slides(short)](https://salu133445.github.io/bmusegan/pdf/bmusegan-ismir2018-slides.pdf)]
[[slides](https://salu133445.github.io/bmusegan/pdf/bmusegan-ismir2018-slides.pdf)]
[[slides (long)](https://salu133445.github.io/bmusegan/pdf/bmusegan-tmac2018-slides.pdf)]
[[poster](https://salu133445.github.io/bmusegan/pdf/bmusegan-ismir2018-poster.pdf)]
[[arXiv](https://arxiv.org/abs/1804.09399)]
[[code](https://github.com/salu133445/bmusegan)]

__MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic
Music Generation and Accompaniment__<br>
Hao-Wen Dong,\* Wen-Yi Hsiao,\* Li-Chia Yang and Yi-Hsuan Yang,
(\*equal contribution)<br>
in _Proceedings of the 32nd AAAI Conference on Artificial Intelligence_
(AAAI), 2018.<br>
[[website](https://salu133445.github.io/musegan)]
[[arxiv](http://arxiv.org/abs/1709.06298)]
[[paper](https://salu133445.github.io/musegan/pdf/musegan-aaai2018-paper.pdf)]
[[slides](https://salu133445.github.io/musegan/pdf/musegan-aaai2018-slides.pdf)]
[[code](https://github.com/salu133445/musegan)]

__MuseGAN: Demonstration of a Convolutional GAN Based Model for Generating
Multi-track Piano-rolls__<br>
Hao-Wen Dong,\* Wen-Yi Hsiao,\* Li-Chia Yang and Yi-Hsuan Yang
(\*equal contribution)<br>
in _Late-Breaking Demos of the 18th International Society for Music Information
Retrieval Conference_ (ISMIR), 2017. (two-page extended abstract)<br>
__MuseGAN: Demonstration of a Convolutional GAN Based Model for Generating Multi-track Piano-rolls__<br>
Hao-Wen Dong,\* Wen-Yi Hsiao,\* Li-Chia Yang and Yi-Hsuan Yang (\*equal contribution)<br>
_Late-Breaking Demos of the 18th International Society for Music Information Retrieval Conference (ISMIR)_, 2017.<br>
[[paper](https://salu133445.github.io/musegan/pdf/musegan-ismir2017-lbd-paper.pdf)]
[[poster](https://salu133445.github.io/musegan/pdf/musegan-ismir2017-lbd-poster.pdf)]
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# Papers

__Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation__<br>
<span style="font-size:smaller;">
Hao-Wen Dong and Yi-Hsuan Yang<br>
in _Proceedings of the 19th International Society for Music Information Retrieval Conference_ (ISMIR), 2018.<br>
{% include icon_link.html text="website" icon="fas fa-globe-asia" href="https://salu133445.github.io/bmusegan/" %}&nbsp;
{% include icon_link.html text="arxiv" icon="fas fa-archive" href="https://arxiv.org/abs/1804.09399" %}&nbsp;
{% include icon_link.html text="paper" icon="fas fa-file-pdf" href="https://salu133445.github.io/bmusegan/pdf/bmusegan-ismir2018-paper.pdf" %}&nbsp;
{% include icon_link.html text="slides(long)" icon="fas fa-file-pdf" href="https://salu133445.github.io/bmusegan/pdf/bmusegan-tmac2018-slides.pdf" %}&nbsp;
{% include icon_link.html text="slides(short)" icon="fas fa-file-pdf" href="https://salu133445.github.io/bmusegan/pdf/bmusegan-ismir2018-slides.pdf" %}&nbsp;
{% include icon_link.html text="poster" icon="fas fa-file-pdf" href="https://salu133445.github.io/bmusegan/pdf/bmusegan-ismir2018-poster.pdf" %}&nbsp;
{% include icon_link.html text="code" icon="fab fa-github" href="https://github.com/salu133445/bmusegan" %}
</span>

__MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment__<br>
<span style="font-size:smaller;">
Hao-Wen Dong,\* Wen-Yi Hsiao,\* Li-Chia Yang, and Yi-Hsuan Yang (\*equal contribution)<br>
in _Proceedings of the 32nd AAAI Conference on Artificial Intelligence_ (AAAI), 2018.<br>
{% include icon_link.html text="website" icon="fas fa-globe-asia" href="https://salu133445.github.io/musegan/" %}&nbsp;
{% include icon_link.html text="arxiv" icon="fas fa-archive" href="https://arxiv.org/abs/1709.06298" %}&nbsp;
_Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI)_, 2018.<br>
{% include icon_link.html text="homepage" icon="fas fa-globe-asia" href="https://salu133445.github.io/musegan/" %}&nbsp;
{% include icon_link.html text="paper" icon="fas fa-file-pdf" href="https://salu133445.github.io/musegan/pdf/musegan-aaai2018-paper.pdf" %}&nbsp;
{% include icon_link.html text="slides" icon="fas fa-file-pdf" href="https://salu133445.github.io/musegan/pdf/musegan-aaai2018-slides.pdf" %}&nbsp;
{% include icon_link.html text="arXiv" icon="fas fa-archive" href="https://arxiv.org/abs/1709.06298" %}&nbsp;
{% include icon_link.html text="code" icon="fab fa-github" href="https://github.com/salu133445/musegan" %}
</span>

__Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation__<br>
<span style="font-size:smaller;">
Hao-Wen Dong and Yi-Hsuan Yang<br>
_Proceedings of the 19th International Society for Music Information Retrieval Conference (ISMIR)_, 2018.<br>
{% include icon_link.html text="homepage" icon="fas fa-globe-asia" href="https://salu133445.github.io/bmusegan/" %}&nbsp;
{% include icon_link.html text="paper" icon="fas fa-file-pdf" href="https://salu133445.github.io/bmusegan/pdf/bmusegan-ismir2018-paper.pdf" %}&nbsp;
{% include icon_link.html text="slides" icon="fas fa-file-pdf" href="https://salu133445.github.io/bmusegan/pdf/bmusegan-ismir2018-slides.pdf" %}&nbsp;
{% include icon_link.html text="slides (long)" icon="fas fa-file-pdf" href="https://salu133445.github.io/bmusegan/pdf/bmusegan-tmac2018-slides.pdf" %}&nbsp;
{% include icon_link.html text="poster" icon="fas fa-file-pdf" href="https://salu133445.github.io/bmusegan/pdf/bmusegan-ismir2018-poster.pdf" %}&nbsp;
{% include icon_link.html text="arXiv" icon="fas fa-archive" href="https://arxiv.org/abs/1804.09399" %}&nbsp;
{% include icon_link.html text="code" icon="fab fa-github" href="https://github.com/salu133445/bmusegan" %}
</span>

__MuseGAN: Demonstration of a Convolutional GAN Based Model for Generating Multi-track Piano-rolls__<br>
<span style="font-size:smaller;">
Hao-Wen Dong,\* Wen-Yi Hsiao,\* Li-Chia Yang, and Yi-Hsuan Yang (\*equal contribution)<br>
in _Late-Breaking Demos of the 18th International Society for Music Information Retrieval Conference_ (ISMIR), 2017. (two-page extended abstract)<br>
_Late-Breaking Demos of the 18th International Society for Music Information Retrieval Conference (ISMIR)_, 2017.<br>
{% include icon_link.html text="paper" icon="fas fa-file-pdf" href="https://salu133445.github.io/musegan/pdf/musegan-ismir2017-lbd-paper.pdf" %}&nbsp;
{% include icon_link.html text="poster" icon="fas fa-file-pdf" href="https://salu133445.github.io/musegan/pdf/musegan-ismir2017-lbd-poster.pdf" %}
</span>

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