{"id":18694486,"url":"https://github.com/luickk/sound-classification_rnn","last_synced_at":"2025-04-12T07:11:19.918Z","repository":{"id":122825291,"uuid":"101636121","full_name":"luickk/sound-classification_rnn","owner":"luickk","description":"RNN to classify accents by using YouTube Biritsh and American training samples","archived":false,"fork":false,"pushed_at":"2019-05-08T20:34:26.000Z","size":60768,"stargazers_count":12,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-10T20:25:24.740Z","etag":null,"topics":["python","rnn","tensorflow"],"latest_commit_sha":null,"homepage":"","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/luickk.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}},"created_at":"2017-08-28T11:27:08.000Z","updated_at":"2022-07-24T10:39:24.000Z","dependencies_parsed_at":null,"dependency_job_id":"44f0a8f9-847b-4b9c-a640-fd615fef562f","html_url":"https://github.com/luickk/sound-classification_rnn","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/luickk%2Fsound-classification_rnn","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/luickk%2Fsound-classification_rnn/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/luickk%2Fsound-classification_rnn/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/luickk%2Fsound-classification_rnn/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/luickk","download_url":"https://codeload.github.com/luickk/sound-classification_rnn/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248530575,"owners_count":21119600,"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":["python","rnn","tensorflow"],"created_at":"2024-11-07T11:10:59.039Z","updated_at":"2025-04-12T07:11:19.887Z","avatar_url":"https://github.com/luickk.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"Sound Classification\n===================\n\nThis recurrent neural network tries to differentiate between sounds. The RNN is trained by using example data provided in the repo. in Sound-Data folder.\n\n----------\n\n#### \u003ci class=\"icon-down-big\"\u003e\u003c/i\u003e Installation\n\n\t\u003e - Clone Repository\n\t\u003e - Install Dependencies\n\n#### \u003ci class=\"icon-ccw\"\u003e\u003c/i\u003e Training\n\n\t\u003e - python main.py -m train\n\n#### \u003ci class=\"icon-right-big\"\u003e\u003c/i\u003e Testing\n\n\t\u003e - python main.py -m pred -u \u003cmodel ID from trained model here\u003e\n\nDependiencies\n-------------------\n\n\u003e tensorflow \u003cbr\u003e\n\u003e numpy \u003cbr\u003e\n\u003e librosa \u003cbr\u003e\n\u003e matplotlib \u003cbr\u003e\n\u003e tqdm \u003cbr\u003e\n\u003e uuid \u003cbr\u003e\n\nExample\n-------------------\nThe RNN successfully classificated 1.wav as label 0 in class dictionary\n![img_pred](media/1.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fluickk%2Fsound-classification_rnn","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fluickk%2Fsound-classification_rnn","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fluickk%2Fsound-classification_rnn/lists"}