{"id":13611246,"url":"https://github.com/bmcfee/muda","last_synced_at":"2025-04-06T02:07:33.119Z","repository":{"id":22988057,"uuid":"26338438","full_name":"bmcfee/muda","owner":"bmcfee","description":"A library for augmenting annotated audio data","archived":false,"fork":false,"pushed_at":"2021-05-03T14:04:37.000Z","size":3081,"stargazers_count":233,"open_issues_count":9,"forks_count":33,"subscribers_count":13,"default_branch":"master","last_synced_at":"2025-03-30T01:09:55.890Z","etag":null,"topics":["data-augmentation","machine-learning","music","nyucds","python"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"isc","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bmcfee.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2014-11-07T21:21:22.000Z","updated_at":"2025-02-18T09:04:46.000Z","dependencies_parsed_at":"2022-08-10T08:28:50.007Z","dependency_job_id":null,"html_url":"https://github.com/bmcfee/muda","commit_stats":null,"previous_names":[],"tags_count":11,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bmcfee%2Fmuda","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bmcfee%2Fmuda/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bmcfee%2Fmuda/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bmcfee%2Fmuda/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bmcfee","download_url":"https://codeload.github.com/bmcfee/muda/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247423513,"owners_count":20936626,"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":["data-augmentation","machine-learning","music","nyucds","python"],"created_at":"2024-08-01T19:01:53.294Z","updated_at":"2025-04-06T02:07:33.092Z","avatar_url":"https://github.com/bmcfee.png","language":"Python","readme":"muda\n====\n[![GitHub license](https://img.shields.io/badge/license-ISC-blue.svg)](https://raw.githubusercontent.com/bmcfee/muda/master/LICENSE.md)\n[![PyPI](https://img.shields.io/pypi/v/muda.svg)](https://pypi.python.org/pypi/muda)\n[![Build Status](https://travis-ci.org/bmcfee/muda.svg?branch=master)](https://travis-ci.org/bmcfee/muda)\n[![Coverage Status](https://coveralls.io/repos/bmcfee/muda/badge.svg?branch=master\u0026service=github)](https://coveralls.io/github/bmcfee/muda?branch=master)\n[![Documentation Status](https://readthedocs.org/projects/muda/badge/?version=latest)](http://muda.readthedocs.org/en/latest/?badge=latest)\n\nA library for **Mu**sical **D**ata **A**ugmentation.\n\n**muda** package implements annotation-aware musical data augmentation, as described in\nthe [muda paper](http://bmcfee.github.io/papers/ismir2015_augmentation.pdf).\n\nThe goal of this package is to make it easy for practitioners to consistently apply\nperturbations to annotated music data for the purpose of fitting statistical models.\n\n\nDocumentation\n-------------\nThe documentation for the latest version of muda is available [here](https://muda.readthedocs.io/en/latest/).\n\n\nCiting\n------\nIf you use this software, please cite the following publication:\n\n```\n@inproceedings{mcfee2015_augmentation,\n    author  = {McFee,, B. and Humphrey,, E.J. and Bello, J.P.},\n    year    = {2015},\n    title   = {A software framework for musical data augmentation},\n    booktitle = {16th International Society for Music Information Retrieval Conference},\n    series  = {ISMIR}\n}\n```\n","funding_links":[],"categories":["Computer Audition","音频处理","Libraries","Python"],"sub_categories":["Others","Audio","NLP"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbmcfee%2Fmuda","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbmcfee%2Fmuda","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbmcfee%2Fmuda/lists"}