Skip to main content

Table 3 NN accuracies for two data sets, stimuli and match levels

From: Objective hearing threshold identification from auditory brainstem response measurements using supervised and self-supervised approaches

Stimulus

NN GMC-GMC

NN ING-ING

Accuracy [%]

Accuracy [%]

Exact

±5 dB

±10 dB

Exact

±5 dB

±10 dB

Click

19.5

90.3

98.5

12.6

83.9

99.3

6 kHz

28.8

70.3

87.9

22.0

77.1

94.9

12 kHz

32.8

80.1

93.9

22.2

79.5

95.9

18 kHz

28.3

78.4

93.4

15.1

75.3

96.0

24 kHz

25.0

73.9

88.0

14.1

76.9

96.6

30 kHz

21.6

60.5

77.4

16.5

73.6

95.4

Overall

26.0

75.6

89.8

17.1

77.7

96.3

  1. Major columns “NN GMC-GMC” and “NN ING-ING” correspond to two experiments introduced in Table 2. The “exact” columns contain accuracy values when requiring exact match of human-assigned threshold label and NN prediction. The “±5 dB” and “±10 dB” columns contain accuracy values when allowing 5 dB and 10 dB tolerance, respectively. Numbers in cells denote the accuracy of the model prediction at the stimulus and match level