ARTIFICIAL UTTERANCES FOR SPEAKER VERIFICATION

Patent №

US 9,767,787

Granted

2017-09-19

Filed 2014

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

ml · nlp · speech

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14145938

A method for speaker verification is disclosed. The method comprises using at least one hardware processor for: providing a development set comprising multiple voice samples of multiple speakers uttering a predefined development text, prompting a test text to a target speaker, wherein the test text is different from the development text, and recording a test sample of the target speaker uttering the test text, synthesizing a set of artificial voice samples based on the multiple voice samples, wherein each of the artificial voice samples simulates a different speaker of the multiple speakers uttering the test text, and verifying an identity of the target speaker based on the set of artificial voice samples and on the test sample of the target speaker.

Machine learningNatural languageSpeechG10L 13/00G10L 17/04G10L 17/24G06N 20/00

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Vision0.19
Knowledge representation0.00
Evolutionary computation0.00
Planning0.00
AI hardware0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 318750468

Assignors

ARONOWITZ, HAGAI

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

From the same owner

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