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Blog Smart Home Orchestra And Mood Mediator (SHOAMM) - Playing with TensorFlow Magenta
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  • Author Author: vlasov01
  • Date Created: 22 May 2019 10:19 AM Date Created
  • Views 455 views
  • Likes 5 likes
  • Comments 0 comments
  • tensorflow
  • magenta
  • colab
  • picasso
  • google
  • music
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Smart Home Orchestra And Mood Mediator (SHOAMM) - Playing with TensorFlow Magenta

vlasov01
vlasov01
22 May 2019

What is TensorFlow Magenta?

 

Magenta is a Python library created by Google using TensorFlow that helps generate art and music.

Playing with TensorFlow Magenta

 

There are several options to Get Started with Magenta.I decided to start with Hello Magenta Colab Notebook as it is using Python and it is a way to set up a Python environment in the browser without installing it locally. In addition Google provides runtime environment and GPU to test it out.

I've opened the Hello Magenta notebook, changed runtime type to GPU and connected to the host.

image

At the end of Step 0 I've got an error:

image

It seems has no real effect on the rest. So I was able to run next steps and play music from the browser.

 

The most relevent to my project step was to generate new music based on the input sequence and "temperature".

image

I've changed temperature value from 1.0 to 2.0 and the generated sequence was quite different!

image

Than I tried Music VAE

image

Again I've changed the temperature and result was quite different.

image

As I have several sensors so I'd like to interpolate different sequences. And Magenta has option for this as well.

image

The next step for me is to reproduce this colab in my runtime environment,

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