{"id":15035568,"url":"https://github.com/despoisj/deepaudioclassification","last_synced_at":"2025-05-16T19:03:28.043Z","repository":{"id":185842823,"uuid":"74884875","full_name":"despoisj/DeepAudioClassification","owner":"despoisj","description":"Finding the genre of a song with Deep Learning","archived":false,"fork":false,"pushed_at":"2021-07-26T19:31:50.000Z","size":69,"stargazers_count":1109,"open_issues_count":22,"forks_count":221,"subscribers_count":41,"default_branch":"master","last_synced_at":"2025-05-15T07:42:00.600Z","etag":null,"topics":["artificial-intelligence","deep-learning","machine-learning","music","neural-networks"],"latest_commit_sha":null,"homepage":"https://medium.com/@juliendespois/finding-the-genre-of-a-song-with-deep-learning-da8f59a61194#.yhemoyql0","language":"Python","has_issues":false,"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/despoisj.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}},"created_at":"2016-11-27T12:00:41.000Z","updated_at":"2025-05-05T10:58:56.000Z","dependencies_parsed_at":null,"dependency_job_id":"14da5fe0-dc44-4128-8bb9-cde4778e6f4d","html_url":"https://github.com/despoisj/DeepAudioClassification","commit_stats":null,"previous_names":["despoisj/deepaudioclassification"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/despoisj%2FDeepAudioClassification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/despoisj%2FDeepAudioClassification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/despoisj%2FDeepAudioClassification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/despoisj%2FDeepAudioClassification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/despoisj","download_url":"https://codeload.github.com/despoisj/DeepAudioClassification/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254592368,"owners_count":22097011,"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":["artificial-intelligence","deep-learning","machine-learning","music","neural-networks"],"created_at":"2024-09-24T20:28:56.536Z","updated_at":"2025-05-16T19:03:27.971Z","avatar_url":"https://github.com/despoisj.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Deep Audio Classification\nA pipeline to build a dataset from your own music library and use it to fill the missing genres\n\nRead the [article on Medium](https://medium.com/@juliendespois/finding-the-genre-of-a-song-with-deep-learning-da8f59a61194#.yhemoyql0)\n\nRequired install:\n\n```\neyed3\nsox --with-lame\ntensorflow\ntflearn\n```\n\n- Create folder Data/Raw/\n- Place your labeled .mp3 files in Data/Raw/\n\nTo create the song slices (might be long):\n\n```\npython main.py slice\n```\n\nTo train the classifier (long too):\n\n```\npython main.py train\n```\n\nTo test the classifier (fast):\n\n```\npython main.py test\n```\n\n- Most editable parameters are in the config.py file, the model can be changed in the model.py file.\n- I haven't implemented the pipeline to label new songs with the model, but that can be easily done with the provided functions, and eyed3 for the mp3 manipulation. Here's the full pipeline you would need to use.\n\n![alt tag](https://github.com/despoisj/DeepAudioClassification/blob/master/img/pipeline.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdespoisj%2Fdeepaudioclassification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdespoisj%2Fdeepaudioclassification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdespoisj%2Fdeepaudioclassification/lists"}