Table 2 Comparison of EERs (%) and C avg for different training methods based on GSV at different durations for the 23 proposed languages of LRE09
From: Regularized minimum class variance extreme learning machine for language recognition
System | EER | C avg | ||||
|---|---|---|---|---|---|---|
| Â | 30 s | 10 s | 3 s | 30 s | 10 s | 3 s |
SVM | 3.21 | 8.77 | 21.88 | 3.24 | 8.76 | 21.69 |
ELM | 4.32 | 12.17 | 25.93 | 4.30 | 12.46 | 26.13 |
MCVELM | 4.12 | 11.58 | 26.17 | 4.20 | 11.58 | 26.17 |
RELM | 2.89 | 7.79 | 22.00 | 2.82 | 7.86 | 21.97 |
NN | 2.97 | 7.98 | 22.56 | 2.95 | 7.97 | 22.56 |
RMCVELM | 2.70 | 7.59 | 20.74 | 2.62 | 7.60 | 20.62 |