https://github.com/hernanmd/covid-19-train-audio

COVID-19 Coughs files for training AI models
https://github.com/hernanmd/covid-19-train-audio

audio-analysis coronavirus cough-monitor covid-19 covid19 training-data wavelet-analysis

Last synced: 11 days ago
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COVID-19 Coughs files for training AI models

• Host: GitHub
• URL: https://github.com/hernanmd/covid-19-train-audio
• Owner: hernanmd
• Created: 2020-03-19T02:41:12.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2020-10-13T13:49:55.000Z (over 4 years ago)
• Last Synced: 2025-04-19T21:25:35.968Z (29 days ago)
• Topics: audio-analysis, coronavirus, cough-monitor, covid-19, covid19, training-data, wavelet-analysis
• Language: Python
• Size: 92.3 MB
• Stars: 41
• Watchers: 8
• Forks: 16
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Description

COVID-19 Coughs files for training AI models

# Project pages

  - AI Cough Detection App https://app.jogl.io/project/132

# Usage

  - Use [Youtube-dl helper](https://github.com/hernanmd/yt) to automate download from youtube

    - download_audio_files to re-download audio files in MP3 format.

  - Use mp3toPCM to convert files using ffmpeg.

# Changes

  - Added script to download audio files from YouTube.

  - Added mp3 files from [Continuous Sound Collection Using Smartphones and Machine Learning to Measure Cough](https://www.ncbi.nlm.nih.gov/pubmed/32095775).

  - Added mp3 file from [How to count coughs? Counting by ear, the effect of visual data and the evaluation of an automated cough monitor](https://www.sciencedirect.com/science/article/pii/S0954611114003357#mmc1)

  - Added mp3toPCM script.

# Datasets

  - Wavelet analysis of voluntary cough sound in patients with respiratory diseases (waiting response from author)

  - Wavelet Augmented Cough Analysis for Rapid Childhood Pneumonia Diagnosis : https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6987276

  - https://www.sciencedirect.com/science/article/pii/S0954611114003357#mmc1

# Research

  - Analysis of Clinicians' Perceptual Cough Evaluation-

  - https://uvadoc.uva.es/bitstream/handle/10324/38797/TFG-G3737.pdf?sequence=1&isAllowed=y

# Devices

  -  PulmoTrack® (iSonea (formerly KarmelSonix), Haifa, Israel) cough monitor.

# ToDo

  - Check not_downloadable files due to private videos or paywall