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Collaborating Authors

 Performance Analysis



AudioMarkBench: Benchmarking Robustness of Audio Watermarking

Neural Information Processing Systems

The increasing realism of synthetic speech, driven by advancements in text-to-speech models, raises ethical concerns regarding impersonation and disinformation. Audio watermarking offers a promising solution via embedding human-imperceptible watermarks into AI-generated audios.



ShanghaiTech University

Neural Information Processing Systems

In open-world scenarios, where both novel classes and domains may exist, an ideal segmentation model should detect anomaly classes for safety and generalize to new domains.





Appendix Supplementary Material

Neural Information Processing Systems

This also makes the outputs more amenable for training species classifiers on prediction crops, if species are known.