SYSTEMS AND METHODS FOR VISUALLY GUIDED AUDIO SEPARATION

Patent №

US 11,610,599

Granted

2023-03-21

Filed 2019

Owner

FACEBOOK TECHNOLOGIES, LLC

AI components

3

ml · nlp · speech

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16706467

A system for separating audio based on sound producing objects includes a processor configured to receive video data and audio data. The processor is also configured to perform object detection using the video data to identify a number of sound producing objects in the video data and predict a separation for each sound producing object detected in the video data. The processor is also configured to generate separated audio data for each sound producing object using the separation and the audio data.

Machine learningNatural languageSpeechG10L 21/028G06N 3/04G06N 3/045G06N 3/0464G06N 3/063G06N 3/084G06N 3/0895G06T 7/11+11 more

AI classification

Speech1.00
Machine learning0.94
Natural language0.86
Vision0.47
Knowledge representation0.08
Planning0.01
AI hardware0.00
Evolutionary computation0.00

Ownership

FACEBOOK TECHNOLOGIES, LLC

assignment · 513740664

Assignors

GRAUMAN, KRISTEN LORRAINE, GAO, RUOHAN

On an employer assignment, the assignors are typically the inventors.

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