Uploaded February 2020 | Updated September 2026, 2 weeks ago
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!
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TWITTER: bit.ly/2OHYLbB
WEBSITE: bit.ly/2OoVPQF
INSTAGRAM: bit.ly/312pLUb
FACEBOOK: bit.ly/2OqOhx1
Transformers Library:
github.com/huggingface/transformers
Text Generator Colab:
colab.research.google.com/drive/1VLG8e7YSEwypxU-noRNhsv5dW4NfTGce
Voice Cloning Library:
github.com/CorentinJ/Real-Time-Voice-Cloning
Voice Cloning Colab:
colab.research.google.com/github/ak9250/Real-Time-Voice-Cloning/blob/master/Real_Time_Voice_Cloning.ipynb
ObamaNet:
github.com/dfblue/obamanet
Presidential speeches dataset:
github.com/kfogel/presidential-speeches
Eliza:
github.com/codeanticode/eliza
Megatron:
github.com/NVIDIA/Megatron-LM
Meena blog post:
ai.googleblog.com/2020/01/towards-conversational-agent-that-can.html
Karpathy's blog post:
karpathy.github.io/2015/05/21/rnn-effectiveness
Are you a total beginner to machine learning? Watch this:
youtube.com/watch?v=Cr6VqTRO1v0
Learn Python:
youtube.com/watch?v=T5pRlIbr6gg
language modeling blog:
analyticsvidhya.com/blog/2019/08/comprehensive-guide-language-model-nlp-python-code
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:
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:
patreon.com/user?u=3191693 Join my AI community: chatgptschool.io Sign up for my AI Sports betting Bot, WagerGPT! (500 spots available): https://www.wagergpt.xyz
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: bit.ly/2OHYLbB
WEBSITE: bit.ly/2OoVPQF
INSTAGRAM: bit.ly/312pLUb
FACEBOOK: bit.ly/2OqOhx1
Transformers Library:
github.com/huggingface/transformers
Text Generator Colab:
colab.research.google.com/drive/1VLG8e7YSEwypxU-noRNhsv5dW4NfTGce
Voice Cloning Library:
github.com/CorentinJ/Real-Time-Voice-Cloning
Voice Cloning Colab:
colab.research.google.com/github/ak9250/Real-Time-Voice-Cloning/blob/master/Real_Time_Voice_Cloning.ipynb
ObamaNet:
github.com/dfblue/obamanet
Presidential speeches dataset:
github.com/kfogel/presidential-speeches
Eliza:
github.com/codeanticode/eliza
Megatron:
github.com/NVIDIA/Megatron-LM
Meena blog post:
ai.googleblog.com/2020/01/towards-conversational-agent-that-can.html
Karpathy's blog post:
karpathy.github.io/2015/05/21/rnn-effectiveness
Are you a total beginner to machine learning? Watch this:
youtube.com/watch?v=Cr6VqTRO1v0
Learn Python:
youtube.com/watch?v=T5pRlIbr6gg
language modeling blog:
analyticsvidhya.com/blog/2019/08/comprehensive-guide-language-model-nlp-python-code
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:
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:
patreon.com/user?u=3191693 Join my AI community: chatgptschool.io Sign up for my AI Sports betting Bot, WagerGPT! (500 spots available): https://www.wagergpt.xyz
