{"id":13787264,"url":"https://github.com/burliEnterprises/tensorflow-music-generator","last_synced_at":"2025-05-12T00:30:52.101Z","repository":{"id":53597398,"uuid":"99233368","full_name":"burliEnterprises/tensorflow-music-generator","owner":"burliEnterprises","description":"generates music (midi files) using a Tensorflow RNN","archived":false,"fork":false,"pushed_at":"2021-03-22T08:33:27.000Z","size":1665,"stargazers_count":131,"open_issues_count":8,"forks_count":43,"subscribers_count":6,"default_branch":"master","last_synced_at":"2024-11-18T00:37:21.995Z","etag":null,"topics":["midi","music-generation","tensorflow"],"latest_commit_sha":null,"homepage":"https://medium.com/@m_ko/deep-learning-with-tensorflow-part-3-music-and-text-generation-370cf37bb071","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/burliEnterprises.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}},"created_at":"2017-08-03T13:05:27.000Z","updated_at":"2024-11-12T16:46:28.000Z","dependencies_parsed_at":"2022-09-21T21:02:32.426Z","dependency_job_id":null,"html_url":"https://github.com/burliEnterprises/tensorflow-music-generator","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/burliEnterprises%2Ftensorflow-music-generator","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/burliEnterprises%2Ftensorflow-music-generator/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/burliEnterprises%2Ftensorflow-music-generator/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/burliEnterprises%2Ftensorflow-music-generator/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/burliEnterprises","download_url":"https://codeload.github.com/burliEnterprises/tensorflow-music-generator/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253655784,"owners_count":21943068,"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":["midi","music-generation","tensorflow"],"created_at":"2024-08-03T20:00:32.249Z","updated_at":"2025-05-12T00:30:49.782Z","avatar_url":"https://github.com/burliEnterprises.png","language":"Python","funding_links":[],"categories":["Resources","Python"],"sub_categories":["Music_Generators"],"readme":"# tensorflow-music-generator\n\u003cimg src=\"https://github.com/koflerm/tensorflow-music-generator/blob/master/music.png?raw=true\"/\u003e\n\u003c/br\u003e\ngenerates music (midi files) using a Tensorflow RNN\n\nRead more about it on  Medium: https://medium.com/@m_ko/deep-learning-with-tensorflow-part-3-music-and-text-generation-370cf37bb071\n\nHear a demo of the result here:\nhttps://www.youtube.com/watch?v=5wZIQ9XHNns\u0026feature=youtu.be\n\n\n## Overview\nUse TensorFlow to generate short sequences of music with a [Restricted Boltzmann Machine](http://deeplearning4j.org/restrictedboltzmannmachine.html). \nOriginal code comes from YouTube, see here: (https://youtu.be/ZE7qWXX05T0)\n\n## Dependencies\n\n  * [Tensorflow](https://www.tensorflow.org/versions/r0.10/get_started/os_setup.html)\n  * pandas\n  * numpy\n  * msgpack-python\n  * glob2\n  * tqdm \n  * python-midi\n  \nUse [pip](https://pypi.python.org/pypi/pip) to install any missing dependencies (pip install --upgrade ... ) \n\n### Dependencies on Windows with python3\n```\n    pip3 install pandas\n    pip3 install msgpack-python\n    pip3 install numpy\n    pip3 install glob2\n    pip3 install tqdm\n    pip3 install py-midi\n```\n\n## Basic Usage\nTo train the model and create music, simply clone this directory and run\n```\npython rbm_chords.py\n```\n\nThe training data goes in the pop_music_midi folder. You have to use MIDI files. You can find some [here](http://www.midiworld.com/files/).\nI have already added pop songs.\nTraining will take 5-10 minutes on a modern laptop. The output will be a collection of midi files.\n\n## Credits\n\nThe credit for this code goes to [dshieble](https://github.com/dshieble) and [llSourcell](https://github.com/llSourcell/Music_Generator_Demo)\n\nHave fun!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FburliEnterprises%2Ftensorflow-music-generator","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FburliEnterprises%2Ftensorflow-music-generator","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FburliEnterprises%2Ftensorflow-music-generator/lists"}