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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Tresna Maulana Fahrudin

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Open access Aug 2026

Generalization Analysis of YAMNet-DNN Architectures in Deepfake Audio Classification

The rapid advancement of speech synthesis and voice conversion technologies has increased the risk of audio deepfake attacks, necessitating robust and generalizable detection systems. This study proposes a deepfake audio detection framework that leverages pretrained YAMNet embeddings as a feature extractor, combined wi...

Hakam Dzakwan Diash, Dwi Arman Prasetya, Alfan Rizaldy Pratama et al. · 0 citations

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