Method and Terminal for Generating Simulated Voice of Virtual Teacher

Patent №

US 11,727,915

Granted

2023-08-15

Filed 2023

Owner

FUJIAN TQ DIGITAL INC.

+1 more

Lab

AI components

5

ml · nlp · vision · speech · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

18156007

Disclosed are a method and a terminal for generating simulated voices of virtual teachers. Real voice samples of teachers are collected and converted into text sequences, and a text emotion polarity training set and a text tone training set are constructed according to the text sequences; a lexical item emotion model is constructed based on lexical items in the text sequences and is trained by using the emotion polarity training set, and word vectors, an emotion polarity vector, and a weight parameter are obtained by training; and the similarity between the word vector and the emotion polarity vector is calculated, and emotion features are extracted according to a similarity calculation result, a conditional vocoder is constructed according to the voice styles and emotion features to generate new voices with emotion changes. The method and the terminal contribute to satisfying the application requirements of high-quality virtual teachers.

Machine learningNatural languageVisionSpeechPlanningG10L 13/10G06F 40/284G06F 40/30G06F 40/40G10L 13/033G10L 13/0335G10L 13/047G10L 21/0208+2 more

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Planning1.00
Vision1.00
Knowledge representation0.46
AI hardware0.43
Evolutionary computation0.00

Ownership

FUJIAN TQ DIGITAL INC.

assignment · 624100127

CENTRAL CHINA NORMAL UNIVERSITY

assignment · 624100127

Assignors

LIU, DEJIAN, FANG, ZHENHUA, ZHONG, ZHENG, XU, JIAN

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

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