audioStyleTransfer

This example is light enough to be able to run in the provided container on any OS.

The results are not very meaningful, but it is a cool toy that anyone can pick up and use.

Start Container

Depending on OS and preference run one of the following startup scripts.

• This will pull the correct version of tensorflow from docker hub.
• Build the image if it is not yet pulled
• Create a container
• Map the container to the root of where ever the repository was cloned

Run compose

docker-compose up

Change url in output to localhost

http://(1c21f51fc83f or 127.0.0.1):8888/?token=a55206c3a1c38ca33035959600b4131883c96b11aea3b543

to http://localhost:8888/?token=a55206c3a1c38ca33035959600b4131883c96b11aea3b543

paste in browser and open neural-style-audio-tf.ipynb

References

• Original paper on style transfer: A Neural Algorithm of Artistic Style
• Neural style TensorFlow implementation
• Publications on texture generation with random convolutions:
  • Extreme Style Machines
  • Texture Synthesis Using Shallow Convolutional Networks with Random Filters
  • A Powerful Generative Model Using Random Weights for the Deep Image Representation