{"id":21962598,"url":"https://github.com/letianlee/speech-emotion-recognition","last_synced_at":"2025-08-29T13:11:44.646Z","repository":{"id":185988690,"uuid":"490454540","full_name":"LetianLee/Speech-Emotion-Recognition","owner":"LetianLee","description":"An implementation of Speech Emotion Recognition, based on HuBERT model, training with PyTorch and HuggingFace framework, and fine-tuning on the RAVDESS dataset.","archived":false,"fork":false,"pushed_at":"2022-05-18T15:48:31.000Z","size":583,"stargazers_count":33,"open_issues_count":1,"forks_count":7,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-04-23T22:05:45.221Z","etag":null,"topics":["hubert","huggingface","pytorch-implementation","ravdess-dataset","speech-emotion-classification","speech-emotion-recognition"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/LetianLee.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":"2022-05-09T21:48:59.000Z","updated_at":"2025-03-12T09:00:52.000Z","dependencies_parsed_at":null,"dependency_job_id":"fd17d3f7-14f0-42a7-9a37-c3b7216c0b46","html_url":"https://github.com/LetianLee/Speech-Emotion-Recognition","commit_stats":null,"previous_names":["letianlee/speech-emotion-recognition"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/LetianLee/Speech-Emotion-Recognition","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LetianLee%2FSpeech-Emotion-Recognition","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LetianLee%2FSpeech-Emotion-Recognition/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LetianLee%2FSpeech-Emotion-Recognition/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LetianLee%2FSpeech-Emotion-Recognition/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/LetianLee","download_url":"https://codeload.github.com/LetianLee/Speech-Emotion-Recognition/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LetianLee%2FSpeech-Emotion-Recognition/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272689885,"owners_count":24976879,"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","status":"online","status_checked_at":"2025-08-29T02:00:10.610Z","response_time":87,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["hubert","huggingface","pytorch-implementation","ravdess-dataset","speech-emotion-classification","speech-emotion-recognition"],"created_at":"2024-11-29T10:52:04.628Z","updated_at":"2025-08-29T13:11:44.575Z","avatar_url":"https://github.com/LetianLee.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Speech Emotion Recognition\nAn implementation of Speech Emotion Recognition.\n\nThis implementation is based on [*HuBERT*](https://arxiv.org/abs/2106.07447)  model, training with [*PyTorch*](https://pytorch.org/)  and [*HuggingFace*](https://huggingface.co/) framework, and fine-tuning on the [*RAVDESS*](https://zenodo.org/record/1188976) dataset.\n\nPlease read:  [*Speech-Emotion-Recognition.ipynb*](https://github.com/LetianLee/Speech-Emotion-Recognition/blob/main/Speech-Emotion-Recognition.ipynb)  \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fletianlee%2Fspeech-emotion-recognition","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fletianlee%2Fspeech-emotion-recognition","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fletianlee%2Fspeech-emotion-recognition/lists"}