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COVID-19 detection on Cambridge COVID-19 Sound database
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86
Accuracy
HuBERT
57.92
65.21
72.5
79.79
Feb 12, 2024
Mar 13, 2024
Apr 13, 2024
May 14, 2024
Jun 13, 2024
Jul 14, 2024
Aug 14, 2024
Accuracy
Sensitivity
Specificity
PPV
NPV
AUC
Updated 21d ago
Evaluation Results
Method
Method
Links
Accuracy
Sensitivity
Specificity
PPV
NPV
AUC
HuBERT
Input=Encoder features
2024.02
86
80
89
82
90
0.93
Optimized MFCC
Modality=Only Speech
2024.08
81.1
-
-
-
-
-
SVM
Input=MFCC vector, ker...
2024.02
81
87
80
54
96
-
LSTM
Input=MFCC vector, los...
2024.02
81
63
90
77
83
0.8
CNN
Input=Mel-spectrogram...
2024.02
78
65
85
70
82
0.84
LR
Input=MFCC vector
2024.02
71
62
73
39
87
0.72
CNN
Input=MFCC images, inp...
2024.02
59
38
69
33
72
0.54
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