Respiratory-Disease-Coughing-Dataset-CNN

A collection of coughing audio files from Coswara, Coughvid, and Virufy as well as generated spectrograms for the use of machine learning (by KenWuqianghao)

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  • Respiratory Disease/ Coughing Spectrogram dataset with CNN
    1 project | /r/learnmachinelearning | 9 Aug 2021
    Recently for my essay, I collected a dataset of coughing spectrograms from the different audio datasets and did some processing to have this one. I used it for building a CNN that recognizes if a patient has respiratory disease or not, but the datset is mainly composed of COVID 19 patients. I buit the network using python tensorflow and keras. Link to the github repo is here: https://github.com/KenWuqianghao/Respiratory-Disease-Coughing-Dataset-CNN

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KenWuqianghao/Respiratory-Disease-Coughing-Dataset-CNN is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of Respiratory-Disease-Coughing-Dataset-CNN is Jupyter Notebook.

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