DDE-1/Generative-learning.md

@@ -22,19 +22,38 @@ _C. Ates_
 * [Human face: stylegan2 -- Official TensorFlow Implementation](https://github.com/NVlabs/stylegan2)
 * [DALL·E: Creating Images from Text](https://openai.com/blog/dall-e/)
 * [GAN Zoo:compiling all named GANs](https://github.com/hindupuravinash/the-gan-zoo)
+
+**Music related**
+
 * [Keras LSTM Music Generator](https://github.com/jordan-bird/Keras-LSTM-Music-Generator)
 * [Generating Music with GANs:An Overview and Case Studies” at ISMIR 2019](https://salu133445.github.io/ismir2019tutorial/)
 * [MuseGAN is a project on music generation](https://github.com/salu133445/musegan)
 * [Music generation notebooks](https://magenta.tensorflow.org/demos/colab/)
-* []()
+* [Using TensorFlow 2.0 to Compose Music](https://www.datacamp.com/community/tutorials/using-tensorflow-to-compose-music)
 * []()
 
 Colab notebooks:
 
 * [Making music with Magenta](https://colab.research.google.com/notebooks/magenta/hello_magenta/hello_magenta.ipynb)
 
-* [Music generation with LSTM in Keras]()
 
-## Additional resources
+## Research papers:
+
+**Science**
+
+*[Predict single-cell perturbation response across4
+cell types, studies and species](https://www.biorxiv.org/content/10.1101/478503v2.full.pdf)
+
+**Art**
 
 *[Jukebox: A Generative Model for Music](https://cdn.openai.com/papers/jukebox.pdf)
+*[Generating Art using GANs](https://blog.jovian.ai/generating-art-with-gans-352ceef3d51f)
+* [Neural networks for music: a journey through its history](http://www.jordipons.me/neural-networks-for-music-history/)
+
+## Music datasets
+
+* [Mutopia](https://www.mutopiaproject.org/)
+* [GTZAN Dataset](https://www.kaggle.com/andradaolteanu/gtzan-dataset-music-genre-classification?select=Data)
+* [Deep Learning Techniques for Music Generation](http://www-desir.lip6.fr/~briot/dlt4mg/Related_Resources/)
+* [Composing Music With Recurrent Neural Networks](https://www.danieldjohnson.com/2015/08/03/composing-music-with-recurrent-neural-networks/)
+