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 | 94.70 | 95.80 | 92.10 | 87.70 | 92.58 |
ELM | 93.91 ± 0.71 | 94.34 ± 0.61 | 93.90 ± 0.86 | 91.51 ± 0.91 | 93.42 ± 0.77 |
ELM-AE | 94.50 ± 1.04 | 94.48 ± 1.04 | 94.50 ± 0.77 | 93.68 ± 0.94 | 94.29 ± 0.95 |
B-ELM-AE | 96.95 ± 0.66 | 96.50 ± 0.46 | 96.48 ± 0.58 | 95.45 ± 0.53 | 96.35 ± 0.56 |
MC-ELM-AE-C | 95.60 ± 0.94 | 95.53 ± 0.67 | 95.83 ± 0.61 | 94.58 ± 0.90 | 95.39 ± 0.78 |
MC-ELM-AE-TsEL-V | 95.28 ± 0.69 | 95.23 ± 0.43 | 95.55 ± 0.79 | 94.40 ± 0.92 | 95.11 ± 0.71 |
MC-ELM-AE-TsEL-W | 96.13 ± 0.61 | 96.38 ± 0.64 | 96.50 ± 0.63 | 95.35 ± 0.66 | 96.09 ± 0.64 |
B-MC-ELM-AE-C | 96.53 ± 0.49 | 96.33 ± 0.62 | 96.43 ± 0.53 | 95.68 ± 0.77 | 96.24 ± 0.60 |
B-MC-ELM-AE-TsEL-V | 96.73 ± 0.63 | 96.73 ± 0.46 | 96.53 ± 0.83 | 95.60 ± 0.58 | 96.39 ± 0.62 |
B-MC-ELM-AE-TsEL-W | 97.43 ± 0.65 | 97.35 ± 0.43 | 97.20 ± 0.78 | 96.40 ± 0.36 | 97.10 ± 0.56 |