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Table 3 F scores (%) of the expiratory and inspiratory phase classes, denoted by Exp and Ins, respectively, with different number of HMM states and component Gaussians

From: Automatic segmentation of infant cry signals using hidden Markov models

 

No. of HMM states for each class

 

No. of Gaussians

1

2

3

4

for each state

Ins

Exp

Ins

Exp

Ins

Exp

Ins

Exp

5

35.1 ±2.6

79.4 ±1.6

38.3 ±2.6

81.1 ±1.6

41.0 ±2.7

81.1 ±1.6

40.5 ±2.7

80.8 ±1.5

10

37.0 ±2.6

80.2 ±1.6

40.1 ±2.4

81.4 ±1.4

41.5 ±2.8

80.6 ±1.4

40.8 ±2.7

81.4 ±1.5

15

39.8 ±2.6

80.3 ±1.5

41.6 ±2.5

81.7 ±1.2

42.8 ±2.6

80.5 ±1.3

41.8 ±2.9

80.7 ±1.3

20

39.6 ±2.6

80.7 ±1.5

41.7 ±2.7

81.6 ±1.3

40.6 ±2.8

81.2 ±1.3

41.7 ±2.9

81.2 ±1.4

25

39.8 ±2.6

80.6 ±1.4

42.3 ±2.6

81.9 ±1.3

41.3 ±2.8

81.0 ±1.3

42.4 ±2.8

80.9 ± 1.3