Arxiv Insights shows you how to morph faces with a GAN complete with source code.
In this video, Two Minute Papers explores the paper “Efficient Video Generation on Complex Datasets.”
Two Minute Papers has a video highlighting the work in the paper “On the ‘steerability’ of generative adversarial networks” and the amazing things this technology can do.
Siraj Raval generates his own voice with AI using some cutting edge techniques.
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!
Two Minute Papers covers this breakthrough discovery presented in the paper “Stylizing Video by Example”
Computerphile’s Rob Miles takes a closer look at GPT-2, the AI deemed “too dangerous” by its creators to release. If you’ve not heard about it, it’s an AI that, given a bit of text to prime it, it continues writing a believable and coherent way.
Two Minute Papers shows off the fascinating work in the paper “Few-Shot Adversarial Learning of Realistic Neural Talking Head Models.” Could this be the next evolution of GANs? It certainly will empower a whole new wave of deep fakes.
What a time to be alive, indeed!
Generative models, commonly referred to as GANs, are a family of AI architectures whose aim is to create data samples from scratch. They work by capturing the data distributions of the type of things we want to generate.
Here’s an interesting read on the topic.
These kind of models are being heavily researched, and there is a huge amount of hype around them. Just look at the chart that shows the numbers of papers published in the field over the past few years:
Here’s an interesting video and project (source code) to generate human faces with AI.