ROKU,INC (20250008188). CONTEXT CLASSIFICATION OF STREAMING CONTENT USING MACHINE LEARNING

CONTEXT CLASSIFICATION OF STREAMING CONTENT USING MACHINE LEARNING

Organization Name

ROKU,INC

Inventor(s)

SAYAN Maity of SUNNYVALE CA (US)

JUHI Checker of SUNNYVALE CA (US)

BETH TERESA Logan of CAMBRIDGE MA (US)

ERWIN Bellers of FREMONT CA (US)

JOHAN Janssen of MORGAN HILLS CA (US)

VIJAY ANAND Raghavan of NEWTON MA (US)

ANDREW Lardiere of ORINDA CA (US)

WEIMING Zhang of SAN JOSE CA (US)

CONTEXT CLASSIFICATION OF STREAMING CONTENT USING MACHINE LEARNING

This abstract first appeared for US patent application 20250008188 titled 'CONTEXT CLASSIFICATION OF STREAMING CONTENT USING MACHINE LEARNING

Original Abstract Submitted

disclosed herein are system, method and/or computer program product embodiments, and/or combinations and sub-combinations thereof, for performing context classification of streaming content using machine learning (ml). in an embodiment, a streaming media client receives an audio/video (a/v) stream that represents a portion of content to be played back by the client. the client reconstructs a sequence of video frames from the a/v stream, extracts audio information from the a/v stream, and executes an ml based classifier to predict a context label associated with the portion of content based at least on one or more video frames from the sequence of video frames and the audio information. the client then transmits the context label to a streaming media service. the service may use the context label to select an advertisement or content recommendation to send to the client or to select a set of content streaming parameters for the client.