From: Robust sound event classification with bilinear multi-column ELM-AE and two-stage ensemble learning
 | Clean | 20 dB | 10 dB | 0 dB | Mean |
---|---|---|---|---|---|
DNN | 96.90 | 96.90 | 93.20 | 80.40 | 91.85 |
ELM | 93.34 ± 0.60 | 91.55 ± 0.57 | 89.22 ± 0.91 | 79.78 ± 1.62 | 88.47 ± 0.93 |
ELM-AE | 94.23 ± 0.76 | 93.38 ± 1.49 | 91.65 ± 0.76 | 86.88 ± 1.60 | 91.54 ± 1.15 |
B-ELM-AE | 97.38 ± 0.47 | 96.58 ± 0.47 | 95.10 ± 0.62 | 90.05 ± 1.35 | 94.78 ± 0.73 |
MC-ELM-AE-C | 95.48 ± 0.63 | 94.70 ± 0.38 | 93.18 ± 0.91 | 88.73 ± 1.02 | 93.02 ± 0.74 |
MC-ELM-AE-TsEL-V | 95.35 ± 0.57 | 94.35 ± 0.48 | 93.28 ± 0.82 | 89.00 ± 1.30 | 92.99 ± 0.79 |
MC-ELM-AE-TsEL-W | 96.63 ± 0.31 | 95.35 ± 1.01 | 93.63 ± 1.02 | 89.50 ± 1.42 | 93.78 ± 0.94 |
B-MC-ELM-AE-C | 97.13 ± 0.49 | 96.43 ± 0.62 | 94.88 ± 1.00 | 89.68 ± 0.97 | 94.53 ± 0.77 |
B-MC-ELM-AE-TsEL-V | 97.33 ± 0.50 | 96.55 ± 0.60 | 95.38 ± 0.76 | 90.55 ± 0.72 | 94.95 ± 0.65 |
B-MC-ELM-AE-TsEL-W | 98.03 ± 0.36 | 97.40 ± 0.31 | 96.28 ± 1.05 | 91.53 ± 0.84 | 95.81 ± 0.64 |