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V2A-Mark: Versatile Deep Visual-Audio Watermarking for Manipulation Localization and Copyright Protection
AI-generated video has revolutionized short video production, filmmaking, and personalized
media, making video local editing an essential tool. However, this progress also blurs the …
media, making video local editing an essential tool. However, this progress also blurs the …
Not my voice! a taxonomy of ethical and safety harms of speech generators
The rapid and wide-scale adoption of AI to generate human speech poses a range of
significant ethical and safety risks to society that need to be addressed. For example, a …
significant ethical and safety risks to society that need to be addressed. For example, a …
Images that sound: Composing images and sounds on a single canvas
Spectrograms are 2D representations of sound that look very different from the images found
in our visual world. And natural images, when played as spectrograms, make unnatural …
in our visual world. And natural images, when played as spectrograms, make unnatural …
Gs-hider: Hiding messages into 3d gaussian splatting
Abstract 3D Gaussian Splatting (3DGS) has already become the emerging research focus in
the fields of 3D scene reconstruction and novel view synthesis. Given that training a 3DGS …
the fields of 3D scene reconstruction and novel view synthesis. Given that training a 3DGS …
Can Simple Averaging Defeat Modern Watermarks?
Digital watermarking techniques are crucial for copyright protection and source identification
of images, especially in the era of generative AI models. However, many existing …
of images, especially in the era of generative AI models. However, many existing …
Meta learning text-to-speech synthesis in over 7000 languages
In this work, we take on the challenging task of building a single text-to-speech synthesis
system that is capable of generating speech in over 7000 languages, many of which lack …
system that is capable of generating speech in over 7000 languages, many of which lack …
Audio codec augmentation for robust collaborative watermarking of speech synthesis
L Juvela, X Wang - arxiv preprint arxiv:2409.13382, 2024 - arxiv.org
Automatic detection of synthetic speech is becoming increasingly important as current
synthesis methods are both near indistinguishable from human speech and widely …
synthesis methods are both near indistinguishable from human speech and widely …
Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious?
Digital watermarking techniques are crucial for copyright protection and source identification
of images, especially in the era of generative AI models. However, many existing …
of images, especially in the era of generative AI models. However, many existing …
GROOT: Generating Robust Watermark for Diffusion-Model-Based Audio Synthesis
Amid the burgeoning development of generative models like diffusion models, the task of
differentiating synthesized audio from its natural counterpart grows more daunting …
differentiating synthesized audio from its natural counterpart grows more daunting …
SoK: Watermarking for AI-Generated Content
As the outputs of generative AI (GenAI) techniques improve in quality, it becomes
increasingly challenging to distinguish them from human-created content. Watermarking …
increasingly challenging to distinguish them from human-created content. Watermarking …