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Speech Watermarking on LJSpeech (In-Distribution) - Codec Compression Accuracy

0.9984MP3 (16 kbps) Acc

BigVGAN

Updated 4d ago

Evaluation Results

Method	Links
BigVGAN 2026.01		0.9984	0.9903	0.9985	0.9977	0.9993	0.9993	0.9114	0.9864	0.9924	0.9948	0.9711	0.9985	0.9345	0.9147
DiffWave 2026.01		0.9983	0.9988	0.9989	0.9945	0.997	0.9992	0.9684	0.9954	0.9969	0.9979	0.9904	0.9174	0.9455	0.9521
PriorGrad 2026.01		0.9979	0.9988	0.9989	0.9936	0.9972	0.9988	0.968	0.9952	0.9974	0.9977	0.9914	0.9171	0.947	0.9535
RIWF 2026.01		0.9646	0.9727	0.9851	0.6143	0.6206	0.6224	0.7384	0.8031	0.8574	0.8709	0.6799	0.6461	0.6344	0.8534
HiFi-GAN 2026.01		0.9076	0.9856	0.9916	0.9965	0.9975	0.9029	0.9601	0.9937	0.9939	0.9957	0.8518	0.8497	0.9793	0.9323
WavMark 2026.01		0.9037	0.9963	0.9998	0.7398	0.979	0.9998	0.817	0.6962	0.4926	0.491	0.5001	0.5002	0.5232	0.5037
TBWM 2026.01		0.8621	0.9679	0.9917	0.7509	0.9036	0.9914	0.8196	0.7324	0.6288	0.6569	0.5428	0.5247	0.5549	0.5383
HiFi-GANw 2026.01		0.845	0.9518	0.9869	0.8337	0.9315	0.9469	0.5409	0.5779	0.5762	0.5826	0.5467	0.565	0.5806	0.5949
Groot 2026.01		0.745	0.7592	0.7441	0.9901	0.9958	0.9961	0.9922	0.9904	0.9749	0.9742	0.7324	0.7127	0.734	0.9609
AudioSeal 2026.01		0.6042	0.5889	0.5528	0.6717	0.8276	0.9032	0.6872	0.6571	0.6034	0.6069	0.5997	0.6012	0.5843	0.5927
FSVC 2026.01		0.591	0.6075	0.6127	0.8586	0.9701	0.9985	0.6217	0.6603	0.7232	0.759	0.5599	0.5576	0.6731	0.5842
PBML 2026.01		0.5813	0.6422	0.7109	0.5774	0.6537	0.751	0.5086	0.5058	0.5065	0.5069	0.5031	0.4994	0.4966	0.4974
Normspace 2026.01		0.4971	0.4973	0.4963	0.6394	0.6296	0.6265	0.583	0.6136	0.6205	0.6247	0.5061	0.5097	0.5268	0.5083