From: Three-stage training and orthogonality regularization for spoken language recognition
ID | Strategy | \(\lambda\) | channel-test | noisy-test | ||
---|---|---|---|---|---|---|
 |  |  | Cavg% | EER% | Cavg% | EER% |
0 | asr-lid-F | 0 | 8.37 | 14.83 | 2.73 | 5.96 |
1 | asr-lid | 0 | 7.64 | 18.24 | 2.13 | 6.32 |
2 | asr-lid-F | 0.1 | 5.41 | 14.15 | 1.92 | 9.39 |
3 | asr-lid | 0.1 | 7.93 | 19.64 | 2.22 | 6.52 |
4 | asr-mt-lid-F | 0 | 7.25 | 12.76 | 4.93 | 6.19 |
5 | asr-mt-lid | 0 | 5.10 | 9.58 | 2.01 | 5.34 |
6 | asr-mt-lid-F | 0.1 | 4.48 | 8.18 | 1.78 | 3.34 |
7 | asr-mt-lid | 0.1 | 5.30 | 10.66 | 2.02 | 5.74 |
8 | mt-lid-F | 0 | 8.14 | 15.78 | 2.67 | 6.15 |
9 | mt-lid | 0 | 7.92 | 15.44 | 2.52 | 5.74 |