Trained/Tested on

PCM/GSM-FR

PCM/G.723.1

GSM-FR/PCM

G.723.1/PCM

i-vector

Spec.

78.2%

87.9%

85.6%

85.6%

Sen.

94.7%

92.1%

92.6%

89.7%

Prec.

81.3%

88.4%

86.5%

86.2%

Acc.

86.5%

90.0%

89.1%

87.6%

F1

87.5%

90.2%

89.5%

87.9%

x-vector

Spec.

82.4%

76.5%

72.9%

78.8%

Sen.

78.8%

76.5%

78.8%

71.8%

Prec.

81.7%

76.5%

74.4%

77.2%

Acc.

80.6%

76.5%

75.9%

75.3%

F1

80.2%

76.5%

76.6%

74.4%

LSTM

Spec.

81.7%

74.4%

83.7%

82.2%

Sen.

82.4%

86.4%

78.5%

76.8%

Prec.

81.5%

69.4%

85.0%

83.8%

Acc.

82.1%

79.3%

80.9%

79.3%

F1

82.0%

77.0%

81.6%

80.2%

SVM-linear

Spec.

81.5%

70.6%

83.8%

90.6%

Sen.

84.7%

90.3%

83.5%

70.0%

Prec.

82.1%

75.4%

83.8%

88.1%

Acc.

83.1%

80.4%

83.7%

80.3%

F1

83.4%

82.2%

83.7%

78.0%

SVM-rbf

Spec.

82.1%

76.8%

86.8%

89.7%

Sen.

88.2%

91.8%

80.3%

77.4%

Prec.

83.1%

79.8%

85.8%

88.3%

Acc.

85.1%

84.3%

83.5%

83.5%

F1

85.6%

85.4%

83.0%

82.4%