{"id":24038752,"url":"https://github.com/fx818/music-generation-using-lstm-tensorflow-","last_synced_at":"2026-05-15T04:32:58.990Z","repository":{"id":270938202,"uuid":"911093851","full_name":"fx818/Music-Generation-using-LSTM-Tensorflow-","owner":"fx818","description":"Generates music when given an initial seed","archived":false,"fork":false,"pushed_at":"2025-01-04T06:59:17.000Z","size":2336,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-04T07:34:27.450Z","etag":null,"topics":["lstm","lstm-neural-networks","midi","music21","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/fx818.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":"2025-01-02T08:24:35.000Z","updated_at":"2025-01-04T07:01:56.000Z","dependencies_parsed_at":"2025-01-04T07:34:32.584Z","dependency_job_id":"4d9a8270-17f2-435f-a93e-601d34374f0f","html_url":"https://github.com/fx818/Music-Generation-using-LSTM-Tensorflow-","commit_stats":null,"previous_names":["fx818/music-generation-using-lstm-tensorflow-"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fx818%2FMusic-Generation-using-LSTM-Tensorflow-","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fx818%2FMusic-Generation-using-LSTM-Tensorflow-/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fx818%2FMusic-Generation-using-LSTM-Tensorflow-/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fx818%2FMusic-Generation-using-LSTM-Tensorflow-/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/fx818","download_url":"https://codeload.github.com/fx818/Music-Generation-using-LSTM-Tensorflow-/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240807511,"owners_count":19860763,"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":["lstm","lstm-neural-networks","midi","music21","tensorflow"],"created_at":"2025-01-08T20:17:15.435Z","updated_at":"2026-05-15T04:32:53.967Z","avatar_url":"https://github.com/fx818.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Music Generation using `LSTM Tensorflow`\nThis is `generative model` which when given some initial seed (starting note and rests) generate a whole melody music\n\n## We are going to use\n1. `Music21`\n2. `LSTM-TensorFlow`\n\n\u003e The song data is preprocessed using python library `music21`\n\n\u003e Then we have transpose the songs like converting them in C major and A minor\n\n\u003e Then we have used LSTM layer to make the model\n\n\u003e We have to give an initial seed to generate the music\n\n### E.g. of seed\n`64 _ _ 62 _ r _ 60 _.....`\n\nHere r is rest and numbers are notes\n\n### E.g. of generated melody\n![image](https://github.com/user-attachments/assets/a0cd9f44-fb7f-4f44-8c72-2fcfde89d7fa)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffx818%2Fmusic-generation-using-lstm-tensorflow-","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffx818%2Fmusic-generation-using-lstm-tensorflow-","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffx818%2Fmusic-generation-using-lstm-tensorflow-/lists"}