MEDIA PRESENCE DETECTION

Patent №

US 11,069,352

Granted

2021-07-20

Filed 2019

Owner

AMAZON TECHNOLOGIES, INC.

AI components

6

ml · nlp · vision · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16278440

Described herein is a system for media presence detection in audio. The system analyzes audio data to recognize whether a given audio segment contains sounds from a media source as a way of differentiating recorded media source sounds from other live sounds. In exemplary embodiments, the system includes a hierarchical model architecture for processing audio data segments, where individual audio data segments are processed by a trained machine learning model operating locally, and another trained machine learning model provides historical and contextual information to determine a score indicating the likelihood that the audio data segment contains sounds from a media source.

Machine learningNatural languageVisionSpeechKnowledge representationAI hardwareG10L 15/22G10L 25/51G06N 3/044G06N 3/0442G06N 3/045G06N 3/0464G06N 3/088G06N 3/0895+6 more

AI classification

Machine learning1.00
Natural language1.00
Speech1.00
Vision1.00
AI hardware1.00
Knowledge representation0.89
Planning0.46
Evolutionary computation0.01

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 514030360

Assignors

TANG, QINGMING, SUN, MING, KAO, CHIEH-CHI, WANG, CHAO, ROZGIC, VIKTOR

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

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