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COVID-19 Cough Recordings

COVID-19 Positive and Negative Patients' Cough Recordings

@kaggle.himanshu007121_coughclassifier_trial

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About this Dataset

COVID-19 Cough Recordings

Includes cough recordings, their spectrograms, their features and the file properties for further iterations. https://data.mendeley.com/datasets/ww5dfy53cw/1

Tables

Cough Dataset

@kaggle.himanshu007121_coughclassifier_trial.cough_dataset
  • 16.57 kB
  • 750 rows
  • 2 columns
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CREATE TABLE cough_dataset (
  "file" VARCHAR,
  "status" VARCHAR
);

Cough Trial Extended

@kaggle.himanshu007121_coughclassifier_trial.cough_trial_extended
  • 5.4 kB
  • 170 rows
  • 2 columns
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CREATE TABLE cough_trial_extended (
  "file_properties" VARCHAR,
  "class" VARCHAR
);

Data New Extended

@kaggle.himanshu007121_coughclassifier_trial.data_new_extended
  • 60.11 kB
  • 170 rows
  • 28 columns
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CREATE TABLE data_new_extended (
  "filename" VARCHAR,
  "chroma_stft" DOUBLE,
  "rmse" DOUBLE,
  "spectral_centroid" DOUBLE,
  "spectral_bandwidth" DOUBLE,
  "rolloff" DOUBLE,
  "zero_crossing_rate" DOUBLE,
  "mfcc1" DOUBLE,
  "mfcc2" DOUBLE,
  "mfcc3" DOUBLE,
  "mfcc4" DOUBLE,
  "mfcc5" DOUBLE,
  "mfcc6" DOUBLE,
  "mfcc7" DOUBLE,
  "mfcc8" DOUBLE,
  "mfcc9" DOUBLE,
  "mfcc10" DOUBLE,
  "mfcc11" DOUBLE,
  "mfcc12" DOUBLE,
  "mfcc13" DOUBLE,
  "mfcc14" DOUBLE,
  "mfcc15" DOUBLE,
  "mfcc16" DOUBLE,
  "mfcc17" DOUBLE,
  "mfcc18" DOUBLE,
  "mfcc19" DOUBLE,
  "mfcc20" DOUBLE,
  "label" VARCHAR
);

Final Data V3

@kaggle.himanshu007121_coughclassifier_trial.final_data_v3
  • 57.14 kB
  • 164 rows
  • 27 columns
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CREATE TABLE final_data_v3 (
  "chroma_stft" DOUBLE,
  "rmse" DOUBLE,
  "spectral_centroid" DOUBLE,
  "spectral_bandwidth" DOUBLE,
  "rolloff" DOUBLE,
  "zero_crossing_rate" DOUBLE,
  "mfcc1" DOUBLE,
  "mfcc2" DOUBLE,
  "mfcc3" DOUBLE,
  "mfcc4" DOUBLE,
  "mfcc5" DOUBLE,
  "mfcc6" DOUBLE,
  "mfcc7" DOUBLE,
  "mfcc8" DOUBLE,
  "mfcc9" DOUBLE,
  "mfcc10" DOUBLE,
  "mfcc11" DOUBLE,
  "mfcc12" DOUBLE,
  "mfcc13" DOUBLE,
  "mfcc14" DOUBLE,
  "mfcc15" DOUBLE,
  "mfcc16" DOUBLE,
  "mfcc17" DOUBLE,
  "mfcc18" DOUBLE,
  "mfcc19" DOUBLE,
  "mfcc20" DOUBLE,
  "label" BIGINT
);

Smote Data

@kaggle.himanshu007121_coughclassifier_trial.smote_data
  • 88.54 kB
  • 294 rows
  • 27 columns
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CREATE TABLE smote_data (
  "chroma_stft" DOUBLE,
  "rmse" DOUBLE,
  "spectral_centroid" DOUBLE,
  "spectral_bandwidth" DOUBLE,
  "rolloff" DOUBLE,
  "zero_crossing_rate" DOUBLE,
  "mfcc1" DOUBLE,
  "mfcc2" DOUBLE,
  "mfcc3" DOUBLE,
  "mfcc4" DOUBLE,
  "mfcc5" DOUBLE,
  "mfcc6" DOUBLE,
  "mfcc7" DOUBLE,
  "mfcc8" DOUBLE,
  "mfcc9" DOUBLE,
  "mfcc10" DOUBLE,
  "mfcc11" DOUBLE,
  "mfcc12" DOUBLE,
  "mfcc13" DOUBLE,
  "mfcc14" DOUBLE,
  "mfcc15" DOUBLE,
  "mfcc16" DOUBLE,
  "mfcc17" DOUBLE,
  "mfcc18" DOUBLE,
  "mfcc19" DOUBLE,
  "mfcc20" DOUBLE,
  "label" BIGINT
);

Smote Data 1

@kaggle.himanshu007121_coughclassifier_trial.smote_data_1
  • 88.53 kB
  • 294 rows
  • 27 columns
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CREATE TABLE smote_data_1 (
  "chroma_stft" DOUBLE,
  "rmse" DOUBLE,
  "spectral_centroid" DOUBLE,
  "spectral_bandwidth" DOUBLE,
  "rolloff" DOUBLE,
  "zero_crossing_rate" DOUBLE,
  "mfcc1" DOUBLE,
  "mfcc2" DOUBLE,
  "mfcc3" DOUBLE,
  "mfcc4" DOUBLE,
  "mfcc5" DOUBLE,
  "mfcc6" DOUBLE,
  "mfcc7" DOUBLE,
  "mfcc8" DOUBLE,
  "mfcc9" DOUBLE,
  "mfcc10" DOUBLE,
  "mfcc11" DOUBLE,
  "mfcc12" DOUBLE,
  "mfcc13" DOUBLE,
  "mfcc14" DOUBLE,
  "mfcc15" DOUBLE,
  "mfcc16" DOUBLE,
  "mfcc17" DOUBLE,
  "mfcc18" DOUBLE,
  "mfcc19" DOUBLE,
  "mfcc20" DOUBLE,
  "label" BIGINT
);

With Delta Data Raw

@kaggle.himanshu007121_coughclassifier_trial.with_delta_data_raw
  • 148.17 kB
  • 170 rows
  • 68 columns
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CREATE TABLE with_delta_data_raw (
  "filename" VARCHAR,
  "chroma_stft" DOUBLE,
  "rmse" DOUBLE,
  "spectral_centroid" DOUBLE,
  "spectral_bandwidth" DOUBLE,
  "rolloff" DOUBLE,
  "zero_crossing_rate" DOUBLE,
  "mfcc1" DOUBLE,
  "mfcc2" DOUBLE,
  "mfcc3" DOUBLE,
  "mfcc4" DOUBLE,
  "mfcc5" DOUBLE,
  "mfcc6" DOUBLE,
  "mfcc7" DOUBLE,
  "mfcc8" DOUBLE,
  "mfcc9" DOUBLE,
  "mfcc10" DOUBLE,
  "mfcc11" DOUBLE,
  "mfcc12" DOUBLE,
  "mfcc13" DOUBLE,
  "mfcc14" DOUBLE,
  "mfcc15" DOUBLE,
  "mfcc16" DOUBLE,
  "mfcc17" DOUBLE,
  "mfcc18" DOUBLE,
  "mfcc19" DOUBLE,
  "mfcc20" DOUBLE,
  "mfcc_delta_1" DOUBLE,
  "mfcc_delta_2" DOUBLE,
  "mfcc_delta_3" DOUBLE,
  "mfcc_delta_4" DOUBLE,
  "mfcc_delta_5" DOUBLE,
  "mfcc_delta_6" DOUBLE,
  "mfcc_delta_7" DOUBLE,
  "mfcc_delta_8" DOUBLE,
  "mfcc_delta_9" DOUBLE,
  "mfcc_delta_10" DOUBLE,
  "mfcc_delta_11" DOUBLE,
  "mfcc_delta_12" DOUBLE,
  "mfcc_delta_13" DOUBLE,
  "mfcc_delta_14" DOUBLE,
  "mfcc_delta_15" DOUBLE,
  "mfcc_delta_16" DOUBLE,
  "mfcc_delta_17" DOUBLE,
  "mfcc_delta_18" DOUBLE,
  "mfcc_delta_19" DOUBLE,
  "mfcc_delta_20" DOUBLE,
  "mfcc_delta2_1" DOUBLE,
  "mfcc_delta2_2" DOUBLE,
  "mfcc_delta2_3" DOUBLE,
  "mfcc_delta2_4" DOUBLE,
  "mfcc_delta2_5" DOUBLE,
  "mfcc_delta2_6" DOUBLE,
  "mfcc_delta2_7" DOUBLE,
  "mfcc_delta2_8" DOUBLE,
  "mfcc_delta2_9" DOUBLE,
  "mfcc_delta2_10" DOUBLE,
  "mfcc_delta2_11" DOUBLE,
  "mfcc_delta2_12" DOUBLE,
  "mfcc_delta2_13" DOUBLE,
  "mfcc_delta2_14" DOUBLE,
  "mfcc_delta2_15" DOUBLE,
  "mfcc_delta2_16" DOUBLE,
  "mfcc_delta2_17" DOUBLE,
  "mfcc_delta2_18" DOUBLE,
  "mfcc_delta2_19" DOUBLE,
  "mfcc_delta2_20" DOUBLE,
  "label" VARCHAR
);

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