{"id":25215611,"url":"https://github.com/deezer/musicgenretranslation","last_synced_at":"2025-06-28T12:36:55.480Z","repository":{"id":39737207,"uuid":"193474912","full_name":"deezer/MusicGenreTranslation","owner":"deezer","description":"Python code for reproducing music genre translation experiments presented in the paper Leveraging knowledge bases and parallel annotations for music genre translation ISMIR 2019.","archived":false,"fork":false,"pushed_at":"2022-11-21T21:25:02.000Z","size":53,"stargazers_count":27,"open_issues_count":5,"forks_count":3,"subscribers_count":6,"default_branch":"master","last_synced_at":"2025-04-01T14:01:44.367Z","etag":null,"topics":[],"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/deezer.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":"CODEOWNERS","security":null,"support":null}},"created_at":"2019-06-24T09:27:21.000Z","updated_at":"2023-01-15T10:57:11.000Z","dependencies_parsed_at":"2023-01-22T09:45:13.321Z","dependency_job_id":null,"html_url":"https://github.com/deezer/MusicGenreTranslation","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/deezer/MusicGenreTranslation","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deezer%2FMusicGenreTranslation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deezer%2FMusicGenreTranslation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deezer%2FMusicGenreTranslation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deezer%2FMusicGenreTranslation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/deezer","download_url":"https://codeload.github.com/deezer/MusicGenreTranslation/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deezer%2FMusicGenreTranslation/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262432386,"owners_count":23310238,"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":[],"created_at":"2025-02-10T18:15:08.353Z","updated_at":"2025-06-28T12:36:55.460Z","avatar_url":"https://github.com/deezer.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MusicGenreTranslation\n\nPython code for reproducing music genre translation experiments presented in the paper *Leveraging knowledge bases and parallel annotations for music genre translation* at ISMIR 2019.\n\n\n# Organisation\n\n- The directory \"scripts\" contains standalone python scripts.\n- The directory \"tag_translation\" contains the python module used to perform\ntag translation.\n- The directory \"docker\" contains the Dockerfile that defines the image in\nwhich the experiment's code can be run.\n\n# Simply reproduce the results\n\nMake sure you have Docker installed, and run \n\n```\ngit clone git@github.com:deezer/MusicGenreTranslation.git\ncd MusicGenreTranslation\n./build_and_run.sh\n``` \n\nThis will:\n\n- build a docker image called `tag_translation_research` in which the\nexperiments will be run.\n- launch a container where all the scripts to produce the articles' figures\nwill be run. \n- download all the groundtruth files for train and validation data in the common recordings\ndataset, along with the taxonomies provided by acousticbrainz for the \n3 sources lastfm, discogs and tagtraum. Additionally, a mapping between recodingmbids and\nartistmbids will also be downloaded. The artist information is need to perform the\nstratified sampling when generating folds.\n- run all the necessary scripts to generate the final plots\n\nAfter this, if everything went well, the figures will be in `data/plots`.\n\n/!\\ Because running all the results is quite long, the plots are generated only\nfor the lowest amounts of data, but you can change that setting in\n`tag_translation/conf.py`.\n\n# Additional notes\n\nTo have better control of how the scripts are executed as well as the\nenvironment you can refer to `tag_translation/conf.py`.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdeezer%2Fmusicgenretranslation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdeezer%2Fmusicgenretranslation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdeezer%2Fmusicgenretranslation/lists"}