|  |  |  |  | EER (%) |  |
---|---|---|---|---|---|---|
Studies | Models | Encoding Layer | Loss | Vox1 | Vox1-E | Vox1-H |
Xu et al. 2020 [34] | ResNet-50 | Average Dist. | Triplet+N-pair+ Argular+softmax | 3.48 | - | - |
Xie et al. 2019 [12] | Thin-ResNet-34 | GhostVLAD | Softmax | 3.22 | 3.13 | 5.06 |
Yu et al. 2019 [35] | ResNet-50 | TAP | EAM-Softmax | 2.94 | - | - |
Nagrani et al. 2020 [11] | Thin-ResNet-34 | GhostVLAD | Softmax | 2.87 | 2.95 | 4.93 |
Jung et al. 2019 [36] | ResNet-34 | SPE | A-Softmax | 2.61 | - | - |
Xiang et al. 2019 [32] | TDNN (x-vector) | - | AAM-Softmax | 2.24 | 2.76 | 4.73 |
Chung et al. 2020 [23] | Fast ResNet-34 | TAP | AP | 2.22 | - | - |
Kye et al. 2020 [33] | ResNet-34 | TAP | NP + Softmax | 2.08 | - | - |
Ours | Res-CASP | CASP | ACLL | 1.76 | 1.91 | 3.24 |