{"id":13829876,"url":"https://source-separation.github.io/tutorial/","last_synced_at":"2025-07-09T10:31:47.644Z","repository":{"id":40510372,"uuid":"297104459","full_name":"source-separation/tutorial","owner":"source-separation","description":"Tutorial covering Open Source tools for Source Separation.","archived":false,"fork":false,"pushed_at":"2021-11-11T07:47:53.000Z","size":429321,"stargazers_count":345,"open_issues_count":18,"forks_count":36,"subscribers_count":9,"default_branch":"master","last_synced_at":"2024-05-19T14:03:27.968Z","etag":null,"topics":["ismir","ismir2020","mir","music","music-information-retrieval","music-separation","open-source","source-separation","tutorial"],"latest_commit_sha":null,"homepage":"https://source-separation.github.io/tutorial","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/source-separation.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-09-20T15:21:54.000Z","updated_at":"2024-05-18T22:28:18.000Z","dependencies_parsed_at":"2022-09-20T12:43:27.699Z","dependency_job_id":null,"html_url":"https://github.com/source-separation/tutorial","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/source-separation%2Ftutorial","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/source-separation%2Ftutorial/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/source-separation%2Ftutorial/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/source-separation%2Ftutorial/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/source-separation","download_url":"https://codeload.github.com/source-separation/tutorial/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":225430928,"owners_count":17473270,"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":["ismir","ismir2020","mir","music","music-information-retrieval","music-separation","open-source","source-separation","tutorial"],"created_at":"2024-08-04T10:00:48.124Z","updated_at":"2024-11-20T10:31:15.218Z","avatar_url":"https://github.com/source-separation.png","language":"Jupyter Notebook","readme":"\n## Open-Source Tools \u0026 Data for Music Source Separation: A Pragmatic Guide for the MIR Practitioner\n\n**By Ethan Manilow, Prem Seetharaman, and Justin Salamon**\n\nThis is the code repository for our [ISMIR 2020](https://ismir.github.io/ISMIR2020/)\ntutorial about Open Source tools for Source Separation. This repo contains the\ncode to build the jupyter book website where the tutorial content is hosted.\n\n\n[Click here to visit the tutorial!](https://source-separation.github.io/tutorial/)\n\n## Building the book\n\nTo build the book, do the following:\n\n```\npip install -e .\npython -m common.data --run.cmd='download'\njb build --all book/\n```\n\n## FAQ\n\n**I can't get to the tutorial website! What do I do?**\n\nIf you can't get to the tutorial website, you can either clone this repo\nand build the book using the instructions above, or clone the repo and\nswitch to the gh-pages branch:\n\n```bash\ngit clone https://github.com/source-separation/tutorial\ncd tutorial\ngit checkout gh-pages\ngit pull origin gh-pages\nopen landing.html # or find it in explorer and launch it in a browser.\n```\n\n\u003c!-- ## Running an experiment\n\nTo run a basic mask estimation experiment with a Chimera network,\ndo the following, given the base configuration included in\n`common/exp/conf/chimera.yml`:\n\nFirst, prepare the MUSDB data:\n\n```\n# Symlink your data directory to ./data/ and prepare it for scaper\npython -m common.data --args.load=common/exp/conf/chimera.yml\n```\n\nNow, train, evaluate, and listen to a model:\n\n```\n# Train and evaluate the model\npython -m common.exp.chimera --args.load=common/exp/conf/chimera.yml\n``` --\u003e\n\n## Questions? Comments? Typos? Bugs? Issues?\n\nOpen a github issue [here](https://github.com/source-separation/tutorial/issues/new)\n\n\n\n","funding_links":[],"categories":["Uncategorized"],"sub_categories":["Uncategorized"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/source-separation.github.io%2Ftutorial%2F","html_url":"https://awesome.ecosyste.ms/projects/source-separation.github.io%2Ftutorial%2F","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/source-separation.github.io%2Ftutorial%2F/lists"}