ismir2019tutorial

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ismir2019tutorial

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Website for tutorial "Generating Music with GANs: An Overview and Case Studies"

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# Generating Music with GANs - ISMIR 2019 Tutorial

## Slides

- [ismir2019-tutorial-slides.pdf](pdf/ismir2019-tutorial-slides.pdf)

## Notebooks

- GAN for images (MNIST Database): `gan.ipynb` [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/salu133445/ismir2019tutorial/blob/main/gan.ipynb)
- GAN for piano rolls (Lakh Pianoroll Dataset): `musegan.ipynb` [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/salu133445/ismir2019tutorial/blob/main/musegan.ipynb)

## Related projects

- [MuseGAN](https://salu133445.github.io/musegan/)
- [LeadSheetGAN](https://liuhaumin.github.io/LeadsheetArrangement/)

## Resources

- [Pypianoroll](https://salu133445.github.io/pypianoroll/): a Python package for handling multitrack pianorolls
- [Lakh Pianoroll Dataset](https://salu133445.github.io/lakh-pianoroll-dataset/) (LPD): a collection of 174,154 multitrack pianorolls derived from the [Lakh MIDI Dataset](https://colinraffel.com/projects/lmd/) (LMD)

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