Trained/Tested on

PCM/GSM-FR

PCM/G.723.1

GSM-FR/PCM

G.723.1/PCM

i-vector

Spec.

80.2%

85.3%

85.7%

84.9%

Sen.

92.3%

86.7%

89.3%

86.6%

Prec.

86.5%

89.0%

89.6%

88.8%

Acc.

87.2%

86.1%

87.8%

85.9%

F1

89.3%

87.9%

89.4%

87.7%

x-vector

Spec.

83.5%

76.5%

75.3%

84.7%

Sen.

76.5%

76.5%

76.5%

65.9%

Prec.

82.3%

76.5%

75.6%

81.2%

Acc.

80.0%

76.5%

75.9%

75.3%

F1

79.3%

76.5%

76.0%

72.7%

LSTM

Spec.

84.1%

80.9%

83.9%

85.1%

Sen.

77.0%

81.1%

80.6%

74.3%

Prec.

78.4%

71.5%

77.2%

80.9%

Acc.

81.0%

81.0%

82.6%

80.1%

F1

77.7%

76.0%

78.8%

77.4%

SVM-linear

Spec.

69.7%

70.5%

79.2%

86.7%

Sen.

92.8%

91.4%

82.6%

73.2%

Prec.

80.8%

81.0%

84.5%

88.3%

Acc.

83.1%

82.6%

81.2%

78.9%

F1

86.4%

85.9%

83.5%

80.0%

SVM-rbf

Spec.

72.8%

71.0%

82.6%

85.3%

Sen.

92.4%

91.2%

82.2%

77.9%

Prec.

82.4%

81.2%

86.7%

87.9%

Acc.

84.2%

82.7%

82.4%

81.0%

F1

87.1%

85.9%

84.4%

82.6%