DeepFake Chatbots

Google just released a paper describing a chatbot titled "Meena", and they claimed that it's the most human-like chatbot ever created. That's a big claim! They demonstrated several conversations across a wide variety of topics in which Meena was able to skillfully joke, argue, and question a human in a realistic way. In this episode, we'll analyze Meena's architecture by comparing it to the previous generations of chatbots, then build our own 'DeepFake' chatbot using state of the art tools for text, audio, and video generation. I'm using the increasingly popular term DeepFake here because deep learning will increasingly be used to mimic/fake human personalities. These free, public tools are becoming incredibly powerful, and I hope this gives you a sense of what you can build today with modern language models. Enjoy! Subscribe for more educational videos! It means a lot to me. TWITTER: https://bit.ly/2OHYLbB WEBSITE: https://bit.ly/2OoVPQF INSTAGRAM: https://bit.ly/312pLUb FACEBOOK: https://bit.ly/2OqOhx1 Transformers Library: https://ift.tt/2lgsdXY Text Generator Colab: https://ift.tt/2vCEjzH Voice Cloning Library: https://ift.tt/2X3F0tF Voice Cloning Colab: https://ift.tt/37S5rrB ObamaNet: https://ift.tt/3c3olzh Presidential speeches dataset: https://ift.tt/2uqj3ga Eliza: https://ift.tt/39SYYye Megatron: https://ift.tt/2Z3ed1w Meena blog post: https://ift.tt/2RXzPuY Karpathy's blog post: https://ift.tt/1c7GM5h Are you a total beginner to machine learning? Watch this: https://www.youtube.com/watch?v=Cr6VqTRO1v0 Learn Python: https://www.youtube.com/watch?v=T5pRlIbr6gg Hit the Join button above to sign up to become a member of my channel for access to exclusive live streams! Signup for my newsletter for exciting updates in the field of AI: https://goo.gl/FZzJ5w Credits: Python tools: DFBlue, Max Woolf, Google, kfogel, Jay Alammar, CorentinJ, HuggingFace non-meme image assets are from Google Image Search And please support me on Patreon: https://ift.tt/2cMCk13