Neural Network (NN) | Sound level regression (SLR) | ||||
---|---|---|---|---|---|
Test | Trained on | Calibrated on | |||
Data | Stimulus | GMC | ING | GMC | ING |
(A) Exact match | Experiment 1 | Experiment 3 | Experiment 5 | Experiment 7 | |
GMC data | Overall | 26.0 % | 9.7 % | 35.2 % | 36.0 % |
Click | 19.5 % | 16.1 % | 59.5 % | 58.5 % | |
6 kHz | 28.8 % | 10.7 % | 24.4 % | 24.1 % | |
12 kHz | 32.8 % | 5.5 % | 27.7 % | 29.7 % | |
18 kHz | 28.3 % | 7.0 % | 30.4 % | 32.7 % | |
24 kHz | 25.0 % | 9.8 % | 33.5 % | 33.5 % | |
30 kHz | 21.6 % | 9.1 % | 35.7 % | 37.1 % | |
Experiment 2 | Experiment 4 | Experiment 6 | Experiment 8 | ||
ING data | Overall | 17.6 % | 17.1 % | 25.0 % | 22.0 % |
Click | 65.2 % | 12.6 % | 37.3 % | 44.0 % | |
6 kHz | 1.4 % | 22.0 % | 16.4 % | 14.3 % | |
12 kHz | 1.4 % | 22.2 % | 25.8 % | 17.5 % | |
18 kHz | 6.3 % | 15.1 % | 24.0 % | 18.7 % | |
24 kHz | 12.1 % | 14.1 % | 23.8 % | 18.7 % | |
30 kHz | 20.2 % | 16.5 % | 22.9 % | 19.2 % | |
(B)±5dB match | Experiment 1 | Experiment 3 | Experiment 5 | Experiment 7 | |
GMC data | Overall | 75.6 % | 35.7 % | 72.1 % | 73 % |
Click | 90.3 % | 58.3 % | 95.4 % | 95.2 % | |
6 kHz | 70.3 % | 36.0 % | 58.7 % | 57.6 % | |
12 kHz | 80.1 % | 28.1 % | 66.4 % | 69.9 % | |
18 kHz | 78.4 % | 28.1 % | 69.9 % | 72.7 % | |
24 kHz | 73.9 % | 32.5 % | 73.3 % | 72.1 % | |
30 kHz | 60.5 % | 31.0 % | 69 % | 70.7 % | |
Experiment 2 | Experiment 4 | Experiment 6 | Experiment 8 | ||
ING data | Overall | 40.1 % | 77.7 % | 66.3 % | 61.5 % |
Click | 98.3 % | 83.9 % | 89.9 % | 91.2 % | |
6 kHz | 3.0 % | 77.1 % | 51.7 % | 48.9 % | |
12 kHz | 3.6 % | 79.5 % | 63.4 % | 54.1 % | |
18 kHz | 34.2 % | 75.3 % | 62.8 % | 58.2 % | |
24 kHz | 47.0 % | 76.9 % | 65.2 % | 58.5 % | |
30 kHz | 55.4 % | 73.6 % | 65.1 % | 58.4 % | |
(C) ±10 dB match | Experiment 1 | Experiment 3 | Experiment 5 | Experiment 7 | |
GMC data | Overall | 89.8 % | 62.3 % | 88.0 % | 88.2 % |
Click | 98.5 % | 85.4 % | 98.7 % | 98.9 % | |
6 kHz | 87.9 % | 59.0 % | 79.8 % | 78.5 % | |
12 kHz | 93.9 % | 62.8 % | 85.9 % | 87.5 % | |
18 kHz | 93.4 % | 57.4 % | 89.7 % | 90.1 % | |
24 kHz | 88.0 % | 55.4 % | 89.3 % | 88.8 % | |
30 kHz | 77.4 % | 53.4 % | 84.7 % | 85.5 % | |
Experiment 2 | Experiment 4 | Experiment 6 | Experiment 8 | ||
ING data | Overall | 58.9 % | 96.3 % | 85.9 % | 83.9 % |
Click | 99.7 % | 99.3 % | 98.1 % | 98.3 % | |
6 kHz | 8.6 % | 94.9 % | 75.0 % | 74.5 % | |
12 kHz | 14.6 % | 95.9 % | 83.8 % | 79.6 % | |
18 kHz | 71.0 % | 96.0 % | 85.3 % | 83.6 % | |
24 kHz | 79.5 % | 96.6 % | 87.3 % | 84.2 % | |
30 kHz | 80.5 % | 95.4 % | 86.0 % | 83.2 % |