Methods and techniques for speaker recognition: A Review DOI Creative Commons

Abdalem A. Rasheed,

Mohammad A. Yaseen,

Marwan Abdulhameed

et al.

Maǧallaẗ al-handasaẗ al-rāfidayn, Journal Year: 2024, Volume and Issue: 29(2), P. 32 - 44

Published: Sept. 1, 2024

An identity verification and identification system based on a person's distinctive vocal characteristics is known as speaker recognition. This paper sheds light the evolution of recognition systems from earliest days computers to most recent innovations. Voice represents behavior biometric that communicates details about features, ranging speaker's age, gender, ethnicity. The field focuses identifying individuals by their voices. Even though has been subject research for past eight decades. Applications such Internet Things (IoT), smart homes, gadgets have made use fashionable in modern era. briefly discussed this work with an outline its modeling methodology various feature extraction strategies across multiple languages. aim literature advance academic knowledge

Language: Английский

Enhancing Speaker Identification System Based on MFCC Feature Extraction and Gated Recurrent Unit Network DOI Open Access

M. Sharif-Noughabi,

Seyyed Mohammad Razavi, Mehran Taghipour‐Gorjikolaie

et al.

Journal of Information Systems and Telecommunication (JIST), Journal Year: 2025, Volume and Issue: 12(48), P. 254 - 263

Published: March 5, 2025

Language: Английский

Citations

0
Speaker Identification Using Hybrid Subspace, Deep Learning and Machine Learning Classifiers DOI
Serkan Keser

Published: Jan. 1, 2024

Download This Paper Open PDF in Browser Add to My Library Share: Permalink Using these links will ensure access this page indefinitely Copy URL DOI

Language: Английский

Citations

2
Comparative Analysis of Speaker Identification Performance Using Deep Learning, Machine Learning, and Novel Subspace Classifiers with Multiple Feature Extraction Techniques DOI
Serkan Keser, Esra Gezer

Digital Signal Processing, Journal Year: 2024, Volume and Issue: unknown, P. 104811 - 104811

Published: Oct. 1, 2024

Language: Английский

Citations

2
An effective speaker adaption using deep learning for the identification of speakers in emergency situation DOI
Aniruddha Deka,

Nijara Kalita

Multimedia Tools and Applications, Journal Year: 2024, Volume and Issue: unknown

Published: July 2, 2024

Language: Английский

Citations

0
Identification of true speakers from disguised voices in anti-forensic scenarios using an efficient framework DOI

Samia Rana,

Muhammad Ali Qureshi,

Asma Majeed

et al.

Signal Image and Video Processing, Journal Year: 2024, Volume and Issue: 18(10), P. 7455 - 7471

Published: July 23, 2024

Language: Английский

Citations

0
Speaker Identification Using CNN-LSTM Model on RAVDESS Dataset: A Deep Learning Approach DOI

M Suryamritha,

Varshini Balaji,

Srinidhi Kannan

et al.

Published: June 21, 2024

Language: Английский

Citations

0
Methods and techniques for speaker recognition: A Review DOI Creative Commons

Abdalem A. Rasheed,

Mohammad A. Yaseen,

Marwan Abdulhameed

et al.

Maǧallaẗ al-handasaẗ al-rāfidayn, Journal Year: 2024, Volume and Issue: 29(2), P. 32 - 44

Published: Sept. 1, 2024

An identity verification and identification system based on a person's distinctive vocal characteristics is known as speaker recognition. This paper sheds light the evolution of recognition systems from earliest days computers to most recent innovations. Voice represents behavior biometric that communicates details about features, ranging speaker's age, gender, ethnicity. The field focuses identifying individuals by their voices. Even though has been subject research for past eight decades. Applications such Internet Things (IoT), smart homes, gadgets have made use fashionable in modern era. briefly discussed this work with an outline its modeling methodology various feature extraction strategies across multiple languages. aim literature advance academic knowledge

Language: Английский

Citations

0