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Coswara Meaning : The word Coswara is an amalgamation of Co (from corona) and Swara (sound in sanskrit). Github Link : Project: Coswara Official Website : Link
IPYNB Files Information 🚀:
COVID 19 Detection from Speech ( Simple Feature Extraction ).ipynb
COVID 19 Detection from Speech ( MFCC Feature Extraction ).ipynb
COVID 19 Detection from Speech ( Simple Feature + MFCC ).ipynb
COVID 19 Detection from Speech ( Exract MFCCs Features ).ipynb
Other Files Information ✅:
cs_le.npy : Covid Status Label Encoderdata.csv : Simple Feature Extracted CSV Filefeatures_data.npy : Final Numpy Array Of Simple Feature Extraction Datafile_le.npy : File Name Label Encoderfully_featured_data.npy : Simple + MFCCs Featured Extracted Numpy Arraymfcc_and_features.csv : Simple + MFCCs Features in CSV Filemfcc_data.npy : Final Numpy Array of MFCCs Feature Extracted Datamodel_1_70.h5 : Simple Feature Extraction Model ( 70% Accuracy )model_2_71_mfcc.h5 : MFCCs Features Extraction Model ( 71% Accuracy )model_3_68_mfcc_with_other_features.h5 : Simple + MFCCs Feature Extraction Model ( 68% Accuracy )model_4_6_Extract_MFCCs_features.h5 : Extract MFCCs Features ( 73% Accuracy )
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