DIALECT BASED SPEAKER IDENTIFICATION

Patent №

US 11,348,591

Granted

2022-05-31

Filed 2021

Owner

KING ABDULAZIZ UNIVERSITY

Lab

AI components

5

ml · nlp · vision · speech · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17482639

A speaker identification system and method to identify a speaker based on the speaker's voice is disclosed. In an exemplary embodiment, the speaker identification system comprises a Gaussian Mixture Model (GMM) for speaker accent and dialect identification for a given speech signal input by the speaker and an Artificial Neural Network (ANN) to identify the speaker based on the identified dialect, in which the output of the GMM is input to the ANN.

Machine learningNatural languageVisionSpeechAI hardwareG10L 15/005G10L 17/18G06N 3/084G06N 7/01G06N 20/00G10L 17/04G10L 25/21G10L 25/24

AI classification

Machine learning1.00
Speech1.00
Natural language1.00
Vision0.99
AI hardware0.99
Knowledge representation0.10
Planning0.00
Evolutionary computation0.00

Ownership

KING ABDULAZIZ UNIVERSITY

assignment · 575720487

Assignors

MOINUDDIN, MUHAMMAD, AL-SAGGAF, UBAID M., SHAH, SHAHID MUNIR, KHAN, RIZWAN AHMED, AL-SAGGAF, ZAHRAA UBAID

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

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