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Sunday, October 22 • 1:00pm - 1:45pm
Generating Creative Works with AI

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In addition to classification and regression capabilities, AI, in particular, Deep Learning can be used for generating new data. A trained deep neural network can be sampled, in different layers, to generate novel data. There has been work in generating "alien-looking" images, novel sounds and text in this way. The challenge in utilizing this technique for creative purposes is shaping the generated samples to fit a user's, or the general audiences' tastes.

I'll be presenting our approach, at EndCue, in utilizing variational auto-encoders, with active learning to elicit user preferences, to generate scripts, dialogues, and speech.

I'll present how we have used these techniques to produce a series of the world's first movies written by AI. I'll also show how we have used these generative AI methods to create a platform for story tellers, to augment their creative process.

Speakers
avatar for Debajyoti (Deb) Ray

Debajyoti (Deb) Ray

CTO, EndCue
Debajyoti (Deb) Ray and his team of Data Scientists and Engineers are building End Cue’s AI platform for analyzing and generating original content.Previously, Deb was the Chief Data Officer for VideoAmp, a cross-screen digital video, and TV advertising platform, where he continues... Read More →


Sunday October 22, 2017 1:00pm - 1:45pm PDT
Room D Room D