Enhancing Voice Spoofing Detection: A Hybrid Approach With VGGish-LSTM Model for Improved Security in Automatic Speaker Verification Systems

Enhancing Voice Spoofing Detection: A Hybrid Approach With VGGish-LSTM Model for Improved Security in Automatic Speaker Verification Systems

Cybercrimes frequently manifest through the utilization of the internet. Spoofing attacks epitomize an advanced facet of contemporary cybercrime. Considerable research has been conducted in the domain of these diverse spoofing attack techniques. Recent spoofing attacks have predominantly concentrate...

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Bibliographic Details
Main Authors: Komal Shahzad, Saima Farhan, Yasin-Ul-Haq, Rabia Sana, Salman Pathan
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
ID CNN
LSTM
transfer learning
VGGish
voice spoofing detection
YAMNet
Online Access:https://ieeexplore.ieee.org/document/10900339/

Internet

https://ieeexplore.ieee.org/document/10900339/

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