{"id":27944889,"url":"https://github.com/devslem/fmcc","last_synced_at":"2026-01-23T12:56:37.948Z","repository":{"id":240640362,"uuid":"642203126","full_name":"DevSlem/FMCC","owner":"DevSlem","description":"Female-Male Classification Challenge","archived":false,"fork":false,"pushed_at":"2023-06-17T14:56:22.000Z","size":407619,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-07T12:55:00.529Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Visual Basic 6.0","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/DevSlem.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}},"created_at":"2023-05-18T03:40:09.000Z","updated_at":"2024-05-20T07:36:41.000Z","dependencies_parsed_at":"2024-05-20T09:48:12.583Z","dependency_job_id":"a489d7b6-3544-45c8-b474-f4e2d896f6ef","html_url":"https://github.com/DevSlem/FMCC","commit_stats":null,"previous_names":["devslem/fmcc"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/DevSlem/FMCC","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2FFMCC","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2FFMCC/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2FFMCC/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2FFMCC/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DevSlem","download_url":"https://codeload.github.com/DevSlem/FMCC/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2FFMCC/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28692446,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-23T11:01:27.039Z","status":"ssl_error","status_checked_at":"2026-01-23T11:00:26.909Z","response_time":59,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 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":[],"created_at":"2025-05-07T12:54:59.824Z","updated_at":"2026-01-23T12:56:37.921Z","avatar_url":"https://github.com/DevSlem.png","language":"Visual Basic 6.0","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FMCC\n\nFemale-Male Classification Challenge\n\n1. 학습용 코드 `module/train.py`\n2. 모델 `results/saved_model`\n3. 테스트용 코드 `module/test.py`\n4. 테스트 결과 파일 `results/voyager_test_results.txt`\n5. 실행 설명서 `README.md`\n6. 논문 형식 결과 보고서 `fmcc_report.hwp`\n\n## Installation\n\nIf you use Anaconda, create an Anaconda environment first by entering the command below (optional):\n\n```bash\nconda create -n fmcc python=3.9 -y\nconda activate fmcc\n```\n\nInstall packages:\n\n```bash\npip install ipykernel==6.23.1\npip install scikit-learn==1.2.2\npip install matplotlib==3.7.1\n```\n\n## Run\n\n**Enter the following commands to run:**\n\n```shell\npython main.py # train\npython main.py -e # evaluation\nperl eval.pl results/voyager_test_results.txt data/fmcc_test_ref.txt # print accuracy\n```\n\n**Detail Options:**\n\n```\nUsage:\n    python main.py [options]\n\nOptions:\n    -p --plot                     Whether to plot [default: False].\n    -i --inference                Whether to inference or test [default: False].\n    -e --eval                     Whether to evaluate [default: False].\n```\n\n- During the evaluation, the gender classification results for male and female voices are generated from unlabeled data and saved in the file `voyager_test_results.txt`.\n- During inference, using the given test data, you can obtain results such as accuracy and other metrics.\n- The trained model is saved in the `saved_model` file during training.\n\n```\nConfig:\n    train_file_list               file containing information about the train data list.\n    test_file_list                file containing information about the test data list.\n    eval_file_list                file containing information about the evaluation data list.\n\n    train_file_dir                directory name where the train audio files are located.\n    test_file_dir                 directory name where the test audio files are located.\n    eval_file_dir                 directory name where the evaluation audio files are located.\n```\n\n- If you run evaluation mode (by entering `python main.py -e`), set the files for evaluation by configuring the `eval_file_dir` and `eval_file_list` in the `config.py`.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevslem%2Ffmcc","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdevslem%2Ffmcc","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevslem%2Ffmcc/lists"}