{"id":19162970,"url":"https://github.com/hernanmd/covid-19-train-audio","last_synced_at":"2025-05-07T11:21:27.298Z","repository":{"id":71140928,"uuid":"248394322","full_name":"hernanmd/COVID-19-train-audio","owner":"hernanmd","description":"COVID-19 Coughs files for training AI models","archived":false,"fork":false,"pushed_at":"2020-10-13T13:49:55.000Z","size":96796,"stargazers_count":41,"open_issues_count":0,"forks_count":16,"subscribers_count":8,"default_branch":"master","last_synced_at":"2025-04-19T21:25:35.968Z","etag":null,"topics":["audio-analysis","coronavirus","cough-monitor","covid-19","covid19","training-data","wavelet-analysis"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hernanmd.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2020-03-19T02:41:12.000Z","updated_at":"2024-10-29T01:34:29.000Z","dependencies_parsed_at":null,"dependency_job_id":"437f396b-7fff-4ec4-9ab1-86cb0fc0edf9","html_url":"https://github.com/hernanmd/COVID-19-train-audio","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hernanmd%2FCOVID-19-train-audio","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hernanmd%2FCOVID-19-train-audio/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hernanmd%2FCOVID-19-train-audio/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hernanmd%2FCOVID-19-train-audio/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hernanmd","download_url":"https://codeload.github.com/hernanmd/COVID-19-train-audio/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252866122,"owners_count":21816397,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["audio-analysis","coronavirus","cough-monitor","covid-19","covid19","training-data","wavelet-analysis"],"created_at":"2024-11-09T09:13:44.418Z","updated_at":"2025-05-07T11:21:27.289Z","avatar_url":"https://github.com/hernanmd.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Description\n\nCOVID-19 Coughs files for training AI models\n\n# Project pages\n\n  - AI Cough Detection App https://app.jogl.io/project/132\n\n# Usage\n\n  - Use [Youtube-dl helper](https://github.com/hernanmd/yt) to automate download from youtube\n    - download_audio_files to re-download audio files in MP3 format.\n  - Use mp3toPCM to convert files using ffmpeg.\n\n# Changes\n\n  - Added script to download audio files from YouTube.\n  - Added mp3 files from [Continuous Sound Collection Using Smartphones and Machine Learning to Measure Cough](https://www.ncbi.nlm.nih.gov/pubmed/32095775).\n  - 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)\n  - Added mp3toPCM script.\n\n# Datasets\n\n  - Wavelet analysis of voluntary cough sound in patients with respiratory diseases (waiting response from author)\n  - Wavelet Augmented Cough Analysis for Rapid Childhood Pneumonia Diagnosis : https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=\u0026arnumber=6987276\n  - https://www.sciencedirect.com/science/article/pii/S0954611114003357#mmc1\n\n# Research\n\n  - Analysis of Clinicians' Perceptual Cough Evaluation-\n  - https://uvadoc.uva.es/bitstream/handle/10324/38797/TFG-G3737.pdf?sequence=1\u0026isAllowed=y\n\n# Devices\n\n  -  PulmoTrack® (iSonea (formerly KarmelSonix), Haifa, Israel) cough monitor.\n\n# ToDo\n\n  - Check not_downloadable files due to private videos or paywall\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhernanmd%2Fcovid-19-train-audio","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhernanmd%2Fcovid-19-train-audio","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhernanmd%2Fcovid-19-train-audio/lists"}