EMOTION BASED MUSIC STYLE CHANGE USING DEEP LEARNING

Patent №

US 11,617,952

Granted

2023-04-04

Filed 2021

Owner

ELECTRONIC ARTS INC.

Lab

AI components

1

nlp

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17229600

Various aspects of the subject technology relate to systems, methods, and machine-readable media for changing music of a video game based on a player's emotion. The method includes receiving indicators of emotion comprising in-game attributes of a player in a video game. The method also includes predicting an emotion of the player based on the indicators of emotion from the video game. The method also includes receiving original music from the video game. The method also includes determining an original tone of the original music. The method also includes determining a transformed tone based at least in part on the emotion of the player that was predicted. The method also includes transforming the original tone of the original music to the transformed tone. The method also includes generating transformed music from the original music based on the transformed tone.

Natural languageA63F 13/54A63F 13/40A63F 13/67A63F 13/79

AI classification

Natural language1.00
AI hardware0.34
Machine learning0.26
Knowledge representation0.04
Evolutionary computation0.01
Vision0.00
Planning0.00
Speech0.00

Ownership

ELECTRONIC ARTS INC.

assignment · 562340459

Assignors

SHENG, JIE, YIGIT, HULYA DUYGU, ZHAO, CHONG

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

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