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. 2023 May 11;18(5):e0285629. doi: 10.1371/journal.pone.0285629

Table 2. STOI (in%) in matched test scores.

Noise Algorithm -5dB 0dB 5dB Avg
Airport Noise Noisy (UnP) 62.4 73.7 83.9 73.3
DNN-IRM 80.2 86.5 90.7 85.8
LSTM-IRM 82.9 88.6 92.3 87.9
LSTM-KF 74.2 80.3 82.8 79.1
FDNN-KF 72.2 79.8 81.3 77.8
DeepXi-KF 75.9 81.2 84.7 80.6
DeepResGRU-KF 76.6 82.3 85.5 81.1
Proposed 85.6 90.5 94.0 90.0
Babble Noise Noisy (UnP) 56.7 68.1 79.6 68.1
DNN-IRM 72.0 79.3 85.9 79.0
LSTM-IRM 75.9 82.6 87.0 81.8
LSTM-KF 74.1 80.1 82.7 79.2
FDNN-KF 72.3 79.6 81.1 78.0
DeepXi-KF 75.8 81.3 84.8 80.7
DeepResGRU-KF 76.5 82.4 85.6 81.2
Proposed 79.8 85.2 89.2 84.7
Car Noise Noisy (UnP) 58.8 68.9 79.6 69.1
DNN-IRM 73.7 81.0 86.0 80.2
LSTM-IRM 78.5 84.7 89.1 84.1
LSTM-KF 78.3 83.2 87.6 83.0
FDNN-KF 75.4 80.4 83.3 79.7
DeepXi-KF 80.1 85.6 89.0 84.9
DeepResGRU-KF 82.2 86.8 91.2 86.7
Proposed 83.4 88.5 92.6 88.2
Factory Noise Noisy (UnP) 56.4 67.4 78.8 67.5
DNN-IRM 70.2 78.7 85.2 78.0
LSTM-IRM 74.4 80.2 88.1 80.9
LSTM-KF 74.1 78.5 83.6 78.7
FDNN-KF 70.7 76.2 81.4 76.1
DeepXi-KF 77.2 79.8 85.4 80.8
DeepResGRU-KF 79.1 81.2 86.5 82.2
Proposed 78.6 82.1 90.0 83.6
Street Noise Noisy (UnP) 63.0 74.0 84.0 73.7
DNN-IRM 78.4 85.3 90.3 84.6
LSTM-IRM 82.0 86.8 91.8 87.9
LSTM-KF 74.8 82.9 86.6 83.0
FDNN-KF 70.8 79.8 83.3 79.7
DeepXi-KF 78.3 84.9 89.0 84.9
DeepResGRU-KF 80.1 85.6 91.2 86.7
Proposed 84.9 89.7 93.4 89.3