hernanmd / COVID-19-train-audio

COVID-19 Coughs files for training AI models

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 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.
• Added mp3 file from How to count coughs? Counting by ear, the effect of visual data and the evaluation of an automated cough monitor
• 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