Global-Local Self-Attention-Based Long Short-Term Memory with Optimization Algorithm for Speaker Identification

Global-Local Self-Attention-Based Long Short-Term Memory with Optimization Algorithm for Speaker Identification

Speaker identification (SI) involves recognizing a speaker from a group of unknown speakers, while speaker verification (SV) determines if a given voice sample belongs to a particular person. The main drawbacks of SI are session variability, noise in the background, and insufficient information. To...

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Bibliographic Details
Main Authors: Pravin Marotrao Ghate, Bhagvat D. Jadhav, Shriram Sadashiv Kulkarni, Pravin Balaso Chopade, Prabhakar N. Kota
Format: Article
Language:English
Published: IIUM Press, International Islamic University Malaysia 2025-01-01
Series:International Islamic University Malaysia Engineering Journal
Subjects:
Exponential Neighborhood – Grey Wolf Optimization
lobal-Local Self-Attention
Long Short-Term Memory
Mel Frequency Cepstral Coefficient
Speaker Identification
Online Access:https://journals.iium.edu.my/ejournal/index.php/iiumej/article/view/3386
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