DEVICE AND METHOD FOR GENERATING SYNCHRONOUS CORPUS

Patent №

US 11,222,650

Granted

2022-01-11

Filed 2020

Owner

NATIONAL TAIWAN NORMAL UNIVERSITY

+1 more

Lab

AI components

3

ml · nlp · speech

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16823036

A device and a method for generating synchronous corpus is disclosed. Firstly, script data and a dysarthria voice signal having a dysarthria consonant signal are received and the position of the dysarthria consonant signal is detected, wherein the script data have text corresponding to the dysarthria voice signal. Then, normal phoneme data corresponding to the text are searched and the text is converted into a normal voice signal based on the normal phoneme data corresponding to the text. The dysarthria consonant signal is replaced with the normal consonant signal based on the positions of the normal consonant signal and the dysarthria consonant signal, thereby synchronously converting the dysarthria voice signal into a synthesized voice signal. The synthesized voice signal and the dysarthria voice signal are provided to train a voice conversion model, retain the timbre of the dysarthria voices and improve the communication situations.

Machine learningNatural languageSpeechG10L 21/003G10L 21/0364G10L 13/00G10L 15/187G10L 15/26G10L 25/30G10L 25/66G10L 15/04+2 more

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
AI hardware0.03
Vision0.02
Evolutionary computation0.00
Knowledge representation0.00
Planning0.00

Ownership

NATIONAL TAIWAN NORMAL UNIVERSITY

assignment · 522230166

NATIONAL CHUNG CHENG UNIVERSITY

correct · 588570869

Assignors

LIN, TAY JYI, YEH, CHING WEI, YANG, SHUN PU, LIAO, CHEN ZONG

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

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