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ResearchFormerly WizWand

Speaker Verification on VoxCeleb1 with MUSAN noise (test)

1.91EERNCMoE
1.81682.44593.0753.7041Oct 21, 2025
Updated 7mo ago

Evaluation results

MethodLinks
NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Original Set2025.101.91
BaselineParameters=6.6M, FLOPS=4.5G, Noise Type=Original Set2025.101.98
NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Babble, SNR=202025.102.06
NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Music, SNR=202025.102.07
NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Music, SNR=152025.102.11
BaselineNoise Type=Music, SNR=202025.102.13
NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Noise, SNR=202025.102.16
BaselineNoise Type=Babble, SNR=202025.102.18
BaselineNoise Type=Noise, SNR=202025.102.25
BaselineNoise Type=Music, SNR=152025.102.28
Diff-SVParameters=3.7M, Noise Type=Original Set2025.102.35
NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Noise, SNR=152025.102.39
NISRLParameters=2.3M, Noise Type=Original Set2025.102.4
BaselineNoise Type=Babble, SNR=152025.102.45
NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Music, SNR=102025.102.5
NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Babble, SNR=152025.102.51
SEU-NetParameters=4.8M, Noise Type=Original Set2025.102.52
NISRLParameters=2.3M, Noise Type=Music, SNR=202025.102.57
BaselineNoise Type=Noise, SNR=152025.102.57
NISRLParameters=2.3M, Noise Type=Babble, SNR=202025.102.6
Diff-SVParameters=3.7M, Noise Type=Music, SNR=202025.102.6
Diff-SVParameters=3.7M, Noise Type=Babble, SNR=202025.102.61
NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Original Set2025.102.63
Diff-SVParameters=3.7M, Noise Type=Noise, SNR=202025.102.64
NISRLParameters=2.3M, Noise Type=Noise, SNR=202025.102.68
NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Noise, SNR=102025.102.72
BaselineNoise Type=Music, SNR=102025.102.73
Diff-SVParameters=3.7M, Noise Type=Music, SNR=152025.102.75
NISRLParameters=2.3M, Noise Type=Music, SNR=152025.102.75
ExU-NetParameters=4.8M, Noise Type=Original Set2025.102.76
NISRLParameters=2.3M, Noise Type=Babble, SNR=152025.102.78
SEU-NetParameters=4.8M, Noise Type=Babble, SNR=202025.102.79
SEU-NetParameters=4.8M, Noise Type=Music, SNR=202025.102.79
NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Noise, SNR=202025.102.8
Diff-SVParameters=3.7M, Noise Type=Babble, SNR=152025.102.82
NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Babble, SNR=202025.102.87
NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Babble, SNR=102025.102.88
NDMLNoise Type=Original Set2025.102.9
SEU-NetParameters=4.8M, Noise Type=Noise, SNR=202025.102.92
ExU-NetParameters=4.8M, Noise Type=Music, SNR=202025.102.93
Diff-SVParameters=3.7M, Noise Type=Noise, SNR=152025.102.93
NISRLParameters=2.3M, Noise Type=Noise, SNR=152025.102.94
NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Noise, SNR=152025.102.97
BaselineNoise Type=Babble, SNR=102025.102.99
ExU-NetParameters=4.8M, Noise Type=Babble, SNR=202025.102.99
NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Music, SNR=52025.103.04
NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Babble, SNR=152025.103.08
NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Music, SNR=202025.103.09
SEU-NetParameters=4.8M, Noise Type=Babble, SNR=152025.103.1
SEU-NetParameters=4.8M, Noise Type=Music, SNR=152025.103.1
Diff-SVParameters=3.7M, Noise Type=Music, SNR=102025.103.1
ExU-NetParameters=4.8M, Noise Type=Noise, SNR=202025.103.1
NISRLParameters=2.3M, Noise Type=Music, SNR=102025.103.11
WSVILNoise Type=Original Set2025.103.12
ExU-NetParameters=4.8M, Noise Type=Music, SNR=152025.103.14
BaselineNoise Type=Noise, SNR=102025.103.14
SEU-NetParameters=4.8M, Noise Type=Noise, SNR=152025.103.2
NDMLNoise Type=Babble, SNR=202025.103.21
NDMLNoise Type=Music, SNR=202025.103.21
NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Music, SNR=152025.103.23
NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Noise, SNR=102025.103.23
NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Average2025.103.26
ExU-NetParameters=4.8M, Noise Type=Babble, SNR=152025.103.28
NISRLParameters=2.3M, Noise Type=Babble, SNR=102025.103.28
WSVILNoise Type=Music, SNR=202025.103.3
Diff-SVParameters=3.7M, Noise Type=Babble, SNR=102025.103.33
WSVILNoise Type=Babble, SNR=202025.103.36
ExU-NetParameters=4.8M, Noise Type=Noise, SNR=152025.103.39
NDMLNoise Type=Noise, SNR=202025.103.4
NISRLParameters=2.3M, Noise Type=Noise, SNR=102025.103.43
WSVILNoise Type=Noise, SNR=202025.103.44
Diff-SVParameters=3.7M, Noise Type=Noise, SNR=102025.103.49
NDMLNoise Type=Babble, SNR=152025.103.52
NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Music, SNR=102025.103.53
SEU-NetParameters=4.8M, Noise Type=Music, SNR=102025.103.55
BaselineNoise Type=Music, SNR=52025.103.57
NISRLParameters=2.3M, Noise Type=Music, SNR=52025.103.58
NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Babble, SNR=102025.103.59
NISRLParameters=2.3M, Noise Type=Average2025.103.62
WSVILNoise Type=Music, SNR=152025.103.63
NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Noise, SNR=52025.103.65
SEU-NetParameters=4.8M, Noise Type=Babble, SNR=102025.103.67
NDMLNoise Type=Music, SNR=152025.103.67
ExU-NetParameters=4.8M, Noise Type=Music, SNR=102025.103.69
NISRLParameters=2.3M, Noise Type=Noise, SNR=52025.103.69
WSVILNoise Type=Babble, SNR=152025.103.73
BaselineNoise Type=Average2025.103.73
SEU-NetParameters=4.8M, Noise Type=Noise, SNR=102025.103.74
WSVILNoise Type=Noise, SNR=152025.103.85
NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Average2025.103.88
Diff-SVParameters=3.7M, Noise Type=Average2025.103.9
NDMLNoise Type=Noise, SNR=152025.103.91
Diff-SVParameters=3.7M, Noise Type=Music, SNR=52025.103.96
NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Noise, SNR=52025.104
ExU-NetParameters=4.8M, Noise Type=Babble, SNR=102025.104.06
ExU-NetParameters=4.8M, Noise Type=Noise, SNR=102025.104.07
WSVILNoise Type=Music, SNR=102025.104.11
SEU-NetParameters=4.8M, Noise Type=Average2025.104.16
NDALParameters=14.6M, FLOPS=2.6G, Noise Type=Music, SNR=52025.104.19
NCMoEParameters=7.6M, FLOPS=4.6G, Noise Type=Babble, SNR=52025.104.24