Beyond the Illusion: Ensemble Learning for Effective Voice Deepfake Detection

Deepfake synthetic media, manipulated using artificial intelligence to mimic authenticity, has become more dangerous in the modern digital era. Despite significant progress in video deepfake detection, audio deepfake detection relies on specific datasets and machine learning algorithms. This study a...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:IEEE Access
المؤلفون الرئيسيون: Ghulam Ali, Javed Rashid, Muhammad Rameez Ul Hussnain, Muhammad Usman Tariq, Anwar Ghani, Daehan Kwak
التنسيق: مقال
اللغة:الإنجليزية
منشور في: IEEE 2024-01-01
الموضوعات:
Voice deepfake
fake-or-real dataset
ensemble model
RNN
1D CNN
LSTM
الوصول للمادة أونلاين:https://ieeexplore.ieee.org/document/10676991/

الانترنت

https://ieeexplore.ieee.org/document/10676991/

مواد مشابهة