{"id":20737457,"url":"https://github.com/candlewill/griffin_lim","last_synced_at":"2026-02-15T22:03:12.458Z","repository":{"id":71816523,"uuid":"102838743","full_name":"candlewill/Griffin_lim","owner":"candlewill","description":"A TensorFlow implementation of Griffin-Lim algorithm","archived":false,"fork":false,"pushed_at":"2018-05-14T10:55:12.000Z","size":389,"stargazers_count":78,"open_issues_count":0,"forks_count":18,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-04-24T01:44:09.761Z","etag":null,"topics":["griffin-lim","tensorflow"],"latest_commit_sha":null,"homepage":null,"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/candlewill.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2017-09-08T08:35:47.000Z","updated_at":"2025-02-09T12:23:47.000Z","dependencies_parsed_at":null,"dependency_job_id":"79607d74-62ec-4256-b60f-cfac3fba378e","html_url":"https://github.com/candlewill/Griffin_lim","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/candlewill/Griffin_lim","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/candlewill%2FGriffin_lim","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/candlewill%2FGriffin_lim/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/candlewill%2FGriffin_lim/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/candlewill%2FGriffin_lim/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/candlewill","download_url":"https://codeload.github.com/candlewill/Griffin_lim/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/candlewill%2FGriffin_lim/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29490360,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-15T19:29:10.908Z","status":"ssl_error","status_checked_at":"2026-02-15T19:29:10.419Z","response_time":118,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: 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":["griffin-lim","tensorflow"],"created_at":"2024-11-17T06:14:33.546Z","updated_at":"2026-02-15T22:03:12.452Z","avatar_url":"https://github.com/candlewill.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Griffin Lim\n\nThis repo is a TensorFlow implementation of Griffin-Lim algorithm for voice reconstruction.\n\nFor comparision, a librosa implementation version is also included in this repo.\n\n### Dependencies\n\n* TensorFlow  \u003e=1.3\n* Python 3.x\n* scipy\n* numpy\n* librosa\n\n### Run\nTo test the performance, we could execute the following command:\n```\npython test.py\n```\n\nThe `test.py` script does the following things in order:\n1. Extract the spectrogram features from waves\n2. Reconstruction voice using Griffin-lim algorithm\n\n### Data\nAll data used is in the `data` folder. If we want to use other data, replace it.\n\n### Acknowledgement\nSome code are borrowed from the following repo:\n\n* [Kyubyong/tensorflow-exercises](https://github.com/Kyubyong/tensorflow-exercises/blob/master/Audio_Processing.ipynb)\n* [keithito/tacotron](https://github.com/keithito/tacotron)\n\n### Contact\n[Yunchao He](yunchaohe@gmail.com)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcandlewill%2Fgriffin_lim","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcandlewill%2Fgriffin_lim","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcandlewill%2Fgriffin_lim/lists"}