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Signal de
la toux
Input
Mono
Conversion
Signal Preprocessing
MFCC, ZCR, RMS, Mel
spectogram
Spliting Traing / Val / Test
Divsion des données + cross validation
((80/10)/10)
Data Augmentation
(train of
each
Fold)
Noise,
Speed,
Stretching
- Class weight (0.7,1.6)
- SMOTE
Cough Classification
DL Model
TB
Non TB
test
by ass
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