How to Generate Music - Intro to Deep Learning #9

We're going to build a music generating neural network trained on jazz songs in Keras. I'll go over the history of algorithmic generation, then we'll walk step by step through the process of how LSTM networks help us generate music. Coding Challenge for this video: https://github.com/llSourcell/How-to-Generate-Music-Demo Vishal's Winning Code: https://github.com/erilyth/DeepLearning-SirajologyChallenges/tree/master/Art_Generation Michael's Runner up code: https://github.com/michalpelka/How-to-Generate-Art-Demo/blob/master/demo.ipynb More Learning Resources: https://medium.com/@shiyan/understanding-lstm-and-its-diagrams-37e2f46f1714#.swstv6z61 http://mourafiq.com/2016/05/15/predicting-sequences-using-rnn-in-tensorflow.html https://magenta.tensorflow.org/2016/06/10/recurrent-neural-network-generation-tutorial/ http://deeplearning.net/tutorial/rnnrbm.html https://maraoz.com/2016/02/02/abc-rnn/ http://www.cs.cmu.edu/~music//cmsip/slides/05-algo-comp.pdf http://www.hexahedria.com/2015/08/03/composing-music-with-recurrent-neural-networks/ https://www.reddit.com/r/algorithmicmusic/ Please Subscribe! And like. And comment. That's what keeps me going. Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693 Thanks Ji-Sung Kim for the example code: https://deepjazz.io Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/