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on YouTube 30m
Talkat EuRuKo 2019 · 2019-06-21..06-22· [ruby, developer-experience]

speaker

name:Aaron Cruz
website:https://aaroncruz.com

resources

video:https://youtu.be/yiFYRArX6Bo
slides:none on file

summary

Built a pipeline called Talkie that downloads YouTube captions, stitches Elixir and Python binaries to train a recurrent neural network on hundreds of Ruby talks, and generates titles, descriptions and full talk text; loss drops toward ~1 on small datasets and produced plausible titles like “The Impermanence of Ruby.” Also creates RSS podcast feeds of audio at 3× speed and a cloned-voice avatar — generated talks are coherent enough to submit, and the voice clone works but feels creepy.

AI-written summary · about

chapters (6)

  1. 0:00Intro
  2. 7:57Recurrent Neural Networks
  3. 12:45Neural Networks
  4. 14:28Backpropagation
  5. 15:25Perceptron
  6. 22:55Tips

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