The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Nov. 18, 2025
Filed:
Dec. 22, 2023
Roku, Inc., San Jose, CA (US);
Fei Xiao, San Jose, CA (US);
Nam Vo, San Jose, CA (US);
Ronica Jethwa, Mountain View, CA (US);
Abhishek Bambha, Burlingame, CA (US);
Rohit Mahto, San Jose, CA (US);
Amit Verma, Sunnyvale, CA (US);
Pulkit Aggarwal, Santa Clara, CA (US);
Zidong Wang, San Jose, CA (US);
Roku, Inc., San Jose, CA (US);
Abstract
Disclosed herein are system, apparatus, article of manufacture, method and/or computer program product aspects, and/or combinations and sub-combinations thereof, for generating short-form content. An example aspect operates by analyzing a media file in a library using a machine learning model. To analyze the media file, the embodiment determines, using the machine learning model, a first portion of the media file that has a feature that satisfies a classification that the machine learning model is configured to identify. The embodiment tags the first portion using one or more position tags indicative of a beginning of the first portion of the media file or an end of the first portion of the media file. The embodiment then generates a segment from the media file based on the one or more position tags. The segment comprises the portion of the media file and excludes one or more second portions of the media file.