METHOD FOR SYNTHESIZED SPEECH GENERATION USING EMOTION INFORMATION CORRECTION AND APPARATUS

Patent №

US 11,636,845

Granted

2023-04-25

Filed 2020

Owner

LG ELECTRONICS INC.

Lab

AI components

6

ml · nlp · vision · speech · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16928815

A method includes generating first synthesized speech by using text and a first emotion vector configured for the text, extracting a second emotion vector included in the first synthesized speech, determining whether correction of the second emotion information vector is needed by comparing a loss value calculated by using the first emotion information vector and the second emotion information vector with a preconfigured threshold, re-performing speech synthesis by using a third emotion information vector generated by correcting the second emotion information vector, and outputting the generated synthesized speech, thereby configuring emotion information of speech in a more effective manner. A speech synthesis apparatus may be associated with an artificial intelligence module, drone (unmanned aerial vehicle, UAV), robot, augmented reality (AR) devices, virtual reality (VR) devices, devices related to 5G services, and the like.

Machine learningNatural languageVisionSpeechPlanningAI hardwareG10L 13/027G10L 13/10G10L 13/00G10L 13/033G10L 13/04

AI classification

Speech1.00
Natural language1.00
AI hardware1.00
Machine learning1.00
Planning0.97
Vision0.70
Evolutionary computation0.00
Knowledge representation0.00

Ownership

LG ELECTRONICS INC.

assignment · 532320178

Assignors

YANG, SIYOUNG, PARK, YONGCHUL, HAN, SUNGMIN, KIM, SANGKI, JANG, JUYEONG, KIM, MINOOK

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

From the same owner

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