Skip to main content

Table 5 Comparison of the performance of the original segmentation system with the adapted system on Cape Town database

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

  Accuracy F score (%)  
  (%) Insp Exp
Original system 58.3 ±1.4 20.7 ±0.7 65.4 ± 1.6
With feature 80.0 ±1.4 36.5 ±2.0 71.2 ±1.6
Norm. alone    
With feature norm. 80.7 ±1.4 38.5 ± 1.8 73.2 ±1.7
and SSL    
System trained with Cape Town data 85.2 ±0.7 39.2 ±2.3 78.0 ± 1.1
  1. The expiratory and inspiratory phase classes are denoted by Exp and Ins, respectively