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World Scientific Pub Co Pte Ltd
DNN-based speech watermarking resistant to desynchronization attacks
Desynchronization attacks proved to be the greatest challenge to audio watermarking systems as they introduce misalignment between the signal carrier and the watermark. This paper proposes a DNN-based speech watermarking system with two adversarial networks jointly trained on a set of desynchronization attacks to embed a randomly generated watermark. The detector neural network is expanded with spatial pyramid pooling layers to be able to handle signals affected by these attacks. A detailed training...
Download 2023 Kosta Pavlović , Slavko Kovačević , Igor Djurovic , Adam Wojciechowski
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