Speaker Verification on VoxCeleb1 with MUSAN noise (test)
1.91EERNCMoE
Evaluation Results
| Method | Links | |
|---|---|---|
| NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Original Set2025.10 | 1.91 | |
| BaselineParameters=6.6M, FLOPS=4.5G, Noise Type=Original Set2025.10 | 1.98 | |
| NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Babble, SNR=202025.10 | 2.06 | |
| NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Music, SNR=202025.10 | 2.07 | |
| NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Music, SNR=152025.10 | 2.11 | |
| BaselineNoise Type=Music, SNR=202025.10 | 2.13 | |
| NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Noise, SNR=202025.10 | 2.16 | |
| BaselineNoise Type=Babble, SNR=202025.10 | 2.18 | |
| BaselineNoise Type=Noise, SNR=202025.10 | 2.25 | |
| BaselineNoise Type=Music, SNR=152025.10 | 2.28 | |
| Diff-SVParameters=3.7M, Noise Type=Original Set2025.10 | 2.35 | |
| NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Noise, SNR=152025.10 | 2.39 | |
| NISRLParameters=2.3M, Noise Type=Original Set2025.10 | 2.4 | |
| BaselineNoise Type=Babble, SNR=152025.10 | 2.45 | |
| NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Music, SNR=102025.10 | 2.5 | |
| NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Babble, SNR=152025.10 | 2.51 | |
| SEU-NetParameters=4.8M, Noise Type=Original Set2025.10 | 2.52 | |
| NISRLParameters=2.3M, Noise Type=Music, SNR=202025.10 | 2.57 | |
| BaselineNoise Type=Noise, SNR=152025.10 | 2.57 | |
| NISRLParameters=2.3M, Noise Type=Babble, SNR=202025.10 | 2.6 | |
| Diff-SVParameters=3.7M, Noise Type=Music, SNR=202025.10 | 2.6 | |
| Diff-SVParameters=3.7M, Noise Type=Babble, SNR=202025.10 | 2.61 | |
| NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Original Set2025.10 | 2.63 | |
| Diff-SVParameters=3.7M, Noise Type=Noise, SNR=202025.10 | 2.64 | |
| NISRLParameters=2.3M, Noise Type=Noise, SNR=202025.10 | 2.68 | |
| NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Noise, SNR=102025.10 | 2.72 | |
| BaselineNoise Type=Music, SNR=102025.10 | 2.73 | |
| Diff-SVParameters=3.7M, Noise Type=Music, SNR=152025.10 | 2.75 | |
| NISRLParameters=2.3M, Noise Type=Music, SNR=152025.10 | 2.75 | |
| ExU-NetParameters=4.8M, Noise Type=Original Set2025.10 | 2.76 | |
| NISRLParameters=2.3M, Noise Type=Babble, SNR=152025.10 | 2.78 | |
| SEU-NetParameters=4.8M, Noise Type=Babble, SNR=202025.10 | 2.79 | |
| SEU-NetParameters=4.8M, Noise Type=Music, SNR=202025.10 | 2.79 | |
| NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Noise, SNR=202025.10 | 2.8 | |
| Diff-SVParameters=3.7M, Noise Type=Babble, SNR=152025.10 | 2.82 | |
| NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Babble, SNR=202025.10 | 2.87 | |
| NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Babble, SNR=102025.10 | 2.88 | |
| NDMLNoise Type=Original Set2025.10 | 2.9 | |
| SEU-NetParameters=4.8M, Noise Type=Noise, SNR=202025.10 | 2.92 | |
| ExU-NetParameters=4.8M, Noise Type=Music, SNR=202025.10 | 2.93 | |
| Diff-SVParameters=3.7M, Noise Type=Noise, SNR=152025.10 | 2.93 | |
| NISRLParameters=2.3M, Noise Type=Noise, SNR=152025.10 | 2.94 | |
| NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Noise, SNR=152025.10 | 2.97 | |
| BaselineNoise Type=Babble, SNR=102025.10 | 2.99 | |
| ExU-NetParameters=4.8M, Noise Type=Babble, SNR=202025.10 | 2.99 | |
| NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Music, SNR=52025.10 | 3.04 | |
| NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Babble, SNR=152025.10 | 3.08 | |
| NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Music, SNR=202025.10 | 3.09 | |
| SEU-NetParameters=4.8M, Noise Type=Babble, SNR=152025.10 | 3.1 | |
| SEU-NetParameters=4.8M, Noise Type=Music, SNR=152025.10 | 3.1 | |
| Diff-SVParameters=3.7M, Noise Type=Music, SNR=102025.10 | 3.1 | |
| ExU-NetParameters=4.8M, Noise Type=Noise, SNR=202025.10 | 3.1 | |
| NISRLParameters=2.3M, Noise Type=Music, SNR=102025.10 | 3.11 | |
| WSVILNoise Type=Original Set2025.10 | 3.12 | |
| ExU-NetParameters=4.8M, Noise Type=Music, SNR=152025.10 | 3.14 | |
| BaselineNoise Type=Noise, SNR=102025.10 | 3.14 | |
| SEU-NetParameters=4.8M, Noise Type=Noise, SNR=152025.10 | 3.2 | |
| NDMLNoise Type=Babble, SNR=202025.10 | 3.21 | |
| NDMLNoise Type=Music, SNR=202025.10 | 3.21 | |
| NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Music, SNR=152025.10 | 3.23 | |
| NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Noise, SNR=102025.10 | 3.23 | |
| NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Average2025.10 | 3.26 | |
| ExU-NetParameters=4.8M, Noise Type=Babble, SNR=152025.10 | 3.28 | |
| NISRLParameters=2.3M, Noise Type=Babble, SNR=102025.10 | 3.28 | |
| WSVILNoise Type=Music, SNR=202025.10 | 3.3 | |
| Diff-SVParameters=3.7M, Noise Type=Babble, SNR=102025.10 | 3.33 | |
| WSVILNoise Type=Babble, SNR=202025.10 | 3.36 | |
| ExU-NetParameters=4.8M, Noise Type=Noise, SNR=152025.10 | 3.39 | |
| NDMLNoise Type=Noise, SNR=202025.10 | 3.4 | |
| NISRLParameters=2.3M, Noise Type=Noise, SNR=102025.10 | 3.43 | |
| WSVILNoise Type=Noise, SNR=202025.10 | 3.44 | |
| Diff-SVParameters=3.7M, Noise Type=Noise, SNR=102025.10 | 3.49 | |
| NDMLNoise Type=Babble, SNR=152025.10 | 3.52 | |
| NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Music, SNR=102025.10 | 3.53 | |
| SEU-NetParameters=4.8M, Noise Type=Music, SNR=102025.10 | 3.55 | |
| BaselineNoise Type=Music, SNR=52025.10 | 3.57 | |
| NISRLParameters=2.3M, Noise Type=Music, SNR=52025.10 | 3.58 | |
| NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Babble, SNR=102025.10 | 3.59 | |
| NISRLParameters=2.3M, Noise Type=Average2025.10 | 3.62 | |
| WSVILNoise Type=Music, SNR=152025.10 | 3.63 | |
| NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Noise, SNR=52025.10 | 3.65 | |
| SEU-NetParameters=4.8M, Noise Type=Babble, SNR=102025.10 | 3.67 | |
| NDMLNoise Type=Music, SNR=152025.10 | 3.67 | |
| ExU-NetParameters=4.8M, Noise Type=Music, SNR=102025.10 | 3.69 | |
| NISRLParameters=2.3M, Noise Type=Noise, SNR=52025.10 | 3.69 | |
| WSVILNoise Type=Babble, SNR=152025.10 | 3.73 | |
| BaselineNoise Type=Average2025.10 | 3.73 | |
| SEU-NetParameters=4.8M, Noise Type=Noise, SNR=102025.10 | 3.74 | |
| WSVILNoise Type=Noise, SNR=152025.10 | 3.85 | |
| NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Average2025.10 | 3.88 | |
| Diff-SVParameters=3.7M, Noise Type=Average2025.10 | 3.9 | |
| NDMLNoise Type=Noise, SNR=152025.10 | 3.91 | |
| Diff-SVParameters=3.7M, Noise Type=Music, SNR=52025.10 | 3.96 | |
| NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Noise, SNR=52025.10 | 4 | |
| ExU-NetParameters=4.8M, Noise Type=Babble, SNR=102025.10 | 4.06 | |
| ExU-NetParameters=4.8M, Noise Type=Noise, SNR=102025.10 | 4.07 | |
| WSVILNoise Type=Music, SNR=102025.10 | 4.11 | |
| SEU-NetParameters=4.8M, Noise Type=Average2025.10 | 4.16 | |
| NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Music, SNR=52025.10 | 4.19 | |
| NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Babble, SNR=52025.10 | 4.24 |