Generating Celebrity Voices & Music

I've generated my own voice with AI! This is a relatively new technology and people have started generating not just celebrity voices, but entire musical pieces as well. The technology to generate sounds, both voices & music, has been rapidly improving the past few years thanks to deep learning. In this episode, I'll first demo some AI generated music. Then, i'll explain the physics of a waveform and how DeepMind used waveform-based data to generate some pretty realistic sounds in 2016. At the end, I'll describe the cutting edge of generative sound modeling, a paper released just 2 months ago called "MelNet". Enjoy! It would mean so much to me if you subscribe to my Youtube channel! https://bit.ly/2SvhG7v Coding challenge! Replicate MelNet by Sept 1 2019, submit your github links in the comment section and i'll announce the winner shortly afterwards in a video. Check out this guy's partial code for a headstart: https://github.com/fatchord/MelNet INSTAGRAM: https://bit.ly/312pLUb FACEBOOK: https://bit.ly/2OqOhx1 TWITTER: https://bit.ly/2OHYLbB WEBSITE: https://bit.ly/2OoVPQF Generate your own voice using this web app: https://lyrebird.ai/ DeepMind's WaveNet Blogpost + paper: https://deepmind.com/blog/article/wavenet-generative-model-raw-audio MelNet blogpost + paper: https://sjvasquez.github.io/blog/melnet/ My video on Convolutional Neural Networks: https://www.youtube.com/watch?v=FTr3n7uBIuE Look at this absolute boss using sound for debugging: http://blog.christianperone.com/2019/08/listening-to-the-neural-network-gradient-norms-during-training/ Learn Machine Learning in 3 Months: https://www.youtube.com/watch?v=Cr6VqTRO1v0 Shoutout to 3blue1brown's amazing "Manim" library! I used it for the first time in this video, for the latex highlighting and for the brief neural network. Watch me get better at it in the next few weeks: https://github.com/3b1b/manim Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ Hit the Join button above to si