{"id":38011854,"url":"https://github.com/dewmal/lyrics_gen","last_synced_at":"2026-01-16T19:21:18.899Z","repository":{"id":145922702,"uuid":"180682847","full_name":"dewmal/lyrics_gen","owner":"dewmal","description":"Pytorch Text GAN for lyrics generation","archived":false,"fork":false,"pushed_at":"2019-04-13T15:03:06.000Z","size":12,"stargazers_count":9,"open_issues_count":0,"forks_count":2,"subscribers_count":4,"default_branch":"master","last_synced_at":"2024-04-14T21:17:06.724Z","etag":null,"topics":[],"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/dewmal.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":"2019-04-11T00:13:48.000Z","updated_at":"2022-08-08T16:38:31.000Z","dependencies_parsed_at":"2023-04-23T21:55:13.101Z","dependency_job_id":null,"html_url":"https://github.com/dewmal/lyrics_gen","commit_stats":{"total_commits":9,"total_committers":2,"mean_commits":4.5,"dds":"0.11111111111111116","last_synced_commit":"60ea38bd5d3fb6f4e23ec6b12f93a93963c9ae3f"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/dewmal/lyrics_gen","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dewmal%2Flyrics_gen","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dewmal%2Flyrics_gen/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dewmal%2Flyrics_gen/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dewmal%2Flyrics_gen/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dewmal","download_url":"https://codeload.github.com/dewmal/lyrics_gen/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dewmal%2Flyrics_gen/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28481675,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-16T11:59:17.896Z","status":"ssl_error","status_checked_at":"2026-01-16T11:55:55.838Z","response_time":107,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":[],"created_at":"2026-01-16T19:21:15.749Z","updated_at":"2026-01-16T19:21:18.884Z","avatar_url":"https://github.com/dewmal.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Lyrics Generator \n### PyTorch - Generative Adversarial Network  For Text Generate\n\n#### Dataset\n380,000+ lyrics from MetroLyrics\nhttps://www.kaggle.com/gyani95/380000-lyrics-from-metrolyrics\n\n#### Requirements\n\n* pandas - data import\n* spacy - nlp\n* pytorch - computation\n* numpy - computation\n* pytorch-ignite - manage training process\n\n#### Getting Start\n\n 1. ##### Download dataset\n\n  * using kaggle api\n  ```bash\n    !kaggle datasets download -d gyani95/380000-lyrics-from-metrolyrics\n    mkdir data\n    mv 380000-lyrics-from-metrolyrics.zip data/\n  ```\n  2. ##### Python Requirements install and run\n  ```bash\n    pip install -r requirements.txt\n    python app.py\n  ```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdewmal%2Flyrics_gen","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdewmal%2Flyrics_gen","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdewmal%2Flyrics_gen/lists"}