{"id":21140827,"url":"https://github.com/radoslawregula/voxg","last_synced_at":"2026-05-18T22:14:28.732Z","repository":{"id":201684635,"uuid":"427778229","full_name":"radoslawregula/VoxG","owner":"radoslawregula","description":"Singing voice synthesizer using GANs","archived":false,"fork":false,"pushed_at":"2023-03-01T21:58:44.000Z","size":148,"stargazers_count":2,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-21T06:46:33.149Z","etag":null,"topics":["audio","audio-generation","audio-processing","deep-learning","gan","generative-adversarial-network","machine-learning","music-programming","music-technology","python","singing-voice-synthesis","tensorflow","voice-synthesis"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/radoslawregula.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2021-11-13T21:40:12.000Z","updated_at":"2024-02-29T14:36:15.000Z","dependencies_parsed_at":null,"dependency_job_id":"76ee496d-2753-4613-8ed2-252882e9b53d","html_url":"https://github.com/radoslawregula/VoxG","commit_stats":null,"previous_names":["radoslawregula/voxg"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/radoslawregula%2FVoxG","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/radoslawregula%2FVoxG/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/radoslawregula%2FVoxG/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/radoslawregula%2FVoxG/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/radoslawregula","download_url":"https://codeload.github.com/radoslawregula/VoxG/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243581092,"owners_count":20314167,"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":["audio","audio-generation","audio-processing","deep-learning","gan","generative-adversarial-network","machine-learning","music-programming","music-technology","python","singing-voice-synthesis","tensorflow","voice-synthesis"],"created_at":"2024-11-20T07:18:23.031Z","updated_at":"2026-05-18T22:14:28.683Z","avatar_url":"https://github.com/radoslawregula.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"VoxG: Singing voice synthesizer using GAN.\n==============================\nThis repository contains implementation of a Wasserstein-GAN for singing voice synthesis in Tensorflow 2.5. The neural networks were trained using publicly available [NUS-48E sung and spoken lyrics corpus](https://www.smcnus.org/wp-content/uploads/2013/09/05-Pub-NUS-48E.pdf). \n\nThe code is based on an original implementation described in [WGANSing: A Multi-Voice Singing Voice Synthesizer Based on the Wasserstein-GAN](https://arxiv.org/pdf/1903.10729.pdf), however with improvements regarding the training process and code quality. The implementation of WGAN can be reused for other similar tasks.\n\nThis project was completed as a Master's thesis in Computer Science, Adam Mickiewicz University, Poznań, Poland.\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fradoslawregula%2Fvoxg","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fradoslawregula%2Fvoxg","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fradoslawregula%2Fvoxg/lists"}