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Table 2 Test the effect of noise on model performance

From: Multi-task deep cross-attention networks for far-field speaker verification and keyword spotting

 

SNR

Seen

Unseen

 

EER (%)

minDCF

Acc (%)

EER (%)

minDCF

Acc (%)

Noise

− 5 dB

4.11

0.193

90.72

8.07

0.406

87.85

0 dB

1.34

0.947

94.70

4.92

0.266

91.95

5 dB

0.63

0.037

96.49

3.68

0.206

93.75

10 dB

0.27

0.019

97.45

2.81

0.175

94.65

15 dB

0.20

0.014

97.85

2.44

0.158

95.17

Music

− 5 dB

5.13

0.251

89.83

9.54

0.453

86.97

0 dB

1.49

0.082

94.68

5.14

0.266

91.75

5 dB

0.53

0.032

96.68

3.55

0.201

94.03

10 dB

0.26

0.014

97.76

2.53

0.162

94.87

15 dB

0.17

0.007

98.04

2.24

0.143

95.35