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Table 12 Summary of results obtained with different systems on the female part of the NIST SRE 2010 core-extended and 10s-10s conditions

From: Introducing phonetic information to speaker embedding for speaker verification

Ā 

Core-extended

10ā€‰sā€“10ā€‰s

Ā 

EER(%)

minDCF08

minDCF10

EER(%)

minDCF08

minDCF10

i-vector

2.02

0.0110

0.4104

10.56

0.0530

0.9683

DNN/i-vector

1.13

0.0055

0.2369

9.50

0.0415

0.8697

x-vector

1.45

0.0079

0.3234

9.83

0.0431

0.9451

x-vector-pa (c=0)

1.34

0.0072

0.2932

8.45

0.0459

0.8732

x-vector-pa (c=0.1)

1.29

0.0061

0.2768

7.75

0.0434

0.8627

x-vector-mt (3-layer sharing)

1.18

0.0064

0.2423

8.45

0.0399

0.8486

sc-vector (3-layer sharing)

1.21

0.0062

0.2345

6.34

0.0404

0.7746

c-vector (c=0.1 + 3-layer sharing)

0.99

0.0049

0.2189

7.04

0.0401

0.7782