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Table 4 Performance of the proposed algorithm by genre

From: Music detection from broadcast contents using convolutional neural networks with a Mel-scale kernel

Test data

Genre

F-score (%)

Precision (%)

Recall (%)

British 8 h

Documentary

81.6

75.5

88.8

Drama

78.4

82.5

74.7

Kids

96.1

95.5

96.7

Reality

86.0

86.5

85.5

Show

86.9

86.2

87.5

Spanish 12 h

Documentary

79.6

72.8

88.0

Drama

88.9

82.3

96.5

Kids

95.6

98.6

92.7

News

22.8

13.1

89.8

Show

92.3

91.5

93.1