Generate Music in TensorFlow - Siraj Raval - 深度學習 Deep Learning 公開課 - Cupoy
In this video, I go over some of the state of the art advances in music generation coming out of Dee...
In this video, I go over some of the state of the art advances in music generation coming out of DeepMind. Then we build our own music generation script in Python using Tensorflow and a type of neural network called a Restricted Boltzmann Machine. Congrats to Rohan Verma (Winner) and Chih-Cheng Liang (runner-up) for their classifiers for scientists. The challenge for this video is to generate a happy/upbeat song using the RBM Script.
The code for this video is here:
https://github.com/llSourcell/Music_G...
I created a Slack channel for us, sign up here:
https://wizards.herokuapp.com/
The WaveNet blogpost with audio samples:
https://deepmind.com/blog/wavenet-gen...
More on RBMs:
http://deeplearning4j.org/restrictedb...
Another write up on music generation with Neural Networks:
http://www.hexahedria.com/2015/08/03/...
Interesting Machine Music Generation Project by Google:
https://magenta.tensorflow.org/welcom...
TensorFlow course on Udacity:
https://www.udacity.com/course/deep-l...
Rohan's Classifier (Winner):
https://github.com/rhnvrm/galaxy-imag...
Chih-Cheng's Classifier (Runner-up):
https://github.com/ChihChengLiang/ten...