There are all these great articles and blog posts about Deep Learning describing all that awesome stuff. - Is it all that easy? Let’s check!
We’ll look into: style transfer (making a picture look like painting), speech generation (like Siri or Alexa) and text generation (writing a story). In this talk I’ll describe the whole journey: A fun ride from the idea to the very end including all the struggles, failures and successes.
This is an ongoing talk on how far we can get creating a full radio drama (Hörspiel) with deep learning and the resources required.
Steps, we’ll cover:
- The data challenge: get the data ready
- Creating a character-level language models with an Recurrent Neural Network
- Creating a text generator
- Creating artwork
- Synthesising speech
- Making it sound like a real person
In this special PyCon X edition we will also try to recreate text in the style of Dante’ Divina Commedia.
Feedback form: https://python.it/feedback-1687
in __on Friday 3 May at 12:00 **See schedule**