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Speech Watermarking on LJSpeech (in-distribution)

0.9986Gaussian Noise (5 dB) Score

VocBulwark (DiffWave)

Updated 4d ago

Evaluation Results

Method
VocBulwark (DiffWave) 2026.01	0.9986	0.9986	0.9993	0.9993	0.9998	0.8317	0.9889	0.9893	0.9996	0.9977	1	0.9994	0.9992	0.9864	0.9839	-	-	-	-	-	-	-	-
Groot 2026.01	0.9913	0.9939	0.9965	0.9937	0.9866	0.9939	0.7633	0.9961	0.9867	0.9956	1	-	-	-	-	-	-	-	-	-	-	-	-
VocBulwark (PriorGrad) 2026.01	0.9172	0.9923	0.9988	0.9996	0.9998	0.782	0.9731	0.9431	0.9979	0.9993	1	0.9977	0.9983	0.9863	0.9837	-	-	-	-	-	-	-	-
VocBulwark (HiFi-GAN) 2026.01	0.9076	0.9856	0.9916	0.9965	0.9975	0.9029	0.8749	0.9764	0.995	0.9989	1	0.991	0.8621	0.9899	0.9923	-	-	-	-	-	-	-	-
VocBulwark (BigVGAN) 2026.01	0.8932	0.9873	0.9968	0.999	0.9994	0.9463	0.9939	0.8915	0.9963	0.9998	1	0.9362	0.9479	0.9891	0.9903	-	-	-	-	-	-	-	-
RIWF 2026.01	0.769	0.8752	0.9508	0.9791	0.9871	0.9255	0.6984	0.5925	0.9462	0.9858	1	0.586	0.5872	0.8675	0.6388	-	-	-	-	-	-	-	-
FSVC 2026.01	0.6656	0.734	0.8116	0.8824	0.9035	0.9873	0.8045	0.8741	0.7872	1	1	0.7382	0.7217	0.5939	0.5842	-	-	-	-	-	-	-	-
HiFi-GANw 2026.01	0.6176	0.8013	0.926	0.9702	0.9144	0.9743	0.9827	0.9801	0.9825	0.9893	1	0.4348	0.5254	0.9729	0.9807	-	-	-	-	-	-	-	-
AudioSeal 2026.01	0.5951	0.6866	0.8082	0.9104	0.9742	0.9998	0.8852	0.8965	0.9629	0.9998	1	0.5647	0.5063	0.9932	0.9998	-	-	-	-	-	-	-	-
Normspace 2026.01	0.564	0.5924	0.6121	0.6215	0.5803	0.5308	0.4742	0.5288	0.5708	1	1	0.6542	0.6896	0.4976	0.4949	-	-	-	-	-	-	-	-
TBWM 2026.01	0.56	0.6333	0.7215	0.818	0.9938	0.9897	0.9983	0.882	0.945	0.9999	1	0.502	0.4989	0.9988	0.9986	-	-	-	-	-	-	-	-
PBML 2026.01	0.5576	0.6101	0.6665	0.717	0.6741	0.9743	0.7506	0.7771	0.6993	0.9821	1	0.5057	0.5096	0.5067	0.507	-	-	-	-	-	-	-	-
WavMark 2026.01	0.5056	0.5181	0.5616	0.6513	0.9999	0.9995	1	0.9043	0.8575	1	1	-	-	-	-	-	-	-	-	-	-	-	-
Normspace 2026.01	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.497	0.5804	0.5754	0.5664	0.5061	0.6016	0.4982	0.4978
FSVC 2026.01	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.77	0.9018	0.7605	0.7718	0.8274	0.6699	0.5946	0.561
PBML 2026.01	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.6329	0.6663	0.6408	0.594	0.6254	0.5128	0.6085	0.5046
AudioSeal 2026.01	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.7495	0.9743	0.576	0.7275	0.7376	0.9342	0.5116	0.4504
WavMark 2026.01	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.5059	0.9999	0.5372	0.5443	0.7128	0.4975	0.9345	0.4858
TBWM 2026.01	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.6682	0.9933	0.661	0.683	0.7541	0.5686	0.866	0.627
RIWF 2026.01	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.7706	0.9862	0.576	0.8905	0.8323	0.8428	0.6187	0.607
HiFi-GANw 2026.01	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.9247	0.9146	0.8689	0.8289	0.9508	0.4778	0.9208	0.5235
Groot 2026.01	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.9854	0.9874	0.9917	0.9878	0.9898	0.9809	0.7623	0.752
VocBulwark 2026.01	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.996	0.9974	0.8656	0.9977	0.9934	0.9973	0.99	0.9648
VocBulwark 2026.01	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.996	0.9974	0.8657	0.9977	0.9921	0.9964	0.9917	0.9605
VocBulwark 2026.01	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.9759	0.9989	0.9471	0.9866	0.9893	0.9725	0.9934	0.9827
VocBulwark 2026.01	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.9495	0.9987	0.9029	0.9965	0.9567	0.9851	0.9958	0.9899