logo
Loading...

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...