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GTC ON-DEMAND

Artificial Intelligence and Deep Learning
Presentation
Media
How GPUs Power Comcast's X1 Voice Remote and Smart Video Analytics
Abstract:
We'll describe the deep learning models behind Comcast's X1 Voice Remote and Smart Video Analytics and how we use GPUs to train and run these models. We'll explain how we can accurately parse the millions of voice queries we receive every day, how we automatically determine the domain of a query (TV, sports, billing, etc.), and how deep learning helps us understand what is happening on TV at any given moment. We'll also go into detail about how our distributed multi-GPU clusters speed up training the models and enable inference on millions of voice commands and hundreds of thousands video clips every day.
 
Topics:
Artificial Intelligence and Deep Learning, Intelligent Video Analytics, Media and Entertainment
Type:
Talk
Event:
GTC Silicon Valley
Year:
2017
Session ID:
S7618
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