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Table 4 Experimental results under different training strategies

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