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f-rumblefish/AudioBalancing.py

Last active April 5, 2020 02:20
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Audio Balancing
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AudioBalancing.py
# import library
from imblearn.over_sampling import SMOTE
# define the environment variable
seed = 100
k = 1
# apply SMOTE to create the new dataset
sm = SMOTE(sampling_strategy='auto', k_neighbors=k, random_state=seed)
X_res, y_res = sm.fit_resample(pd_mfcc, pd_label)
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