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Friday, January 25 • 9:25am - 9:40am
Using AI to Transform Informational Videos and Our Watching Behavior

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Videos account for about 75% of the internet traffic and enterprises are increasingly using videos for various informational purposes, including training of customers, partners and employees, marketing and internal communication. However, most viewers do not have the patience to watch these videos end-to-end and our video watching experience has not evolved much in over a decade. We present an AI-based approach to automatically index videos in the form of a table-of-contents, a phrase cloud and a searchable transcript, which helps summarize the key topics in a video and lets viewers navigate directly to the topics of interest. We use a combination of visual classification, object detection, automated speech recognition, text summarization, and domain classification, and show the results achieved on a range of informational videos. We conclude with some thoughts on the promise of transforming how informational videos are consumed as well as open problems and future directions.

Speakers
avatar for Manish Gupta, VideoKen

Manish Gupta, VideoKen

CEO & Co-Founder, VideoKen
Dr. Manish Gupta is the co-founder and CEO of VideoKen Inc., a video technology startup. He has served as the Vice President and Director of Xerox Research Centre India and has held various leadership positions with IBM, including that of Director, IBM Research - India and Chief Technologist... Read More →



Friday January 25, 2019 9:25am - 9:40am
Grand Ballroom Hyatt Regency San Francisco, 5 Embarcadero Center, San Francisco, CA 94111, USA