{"id":22089925,"url":"https://github.com/dhchenx/speech-feature-kit","last_synced_at":"2025-07-31T17:03:35.921Z","repository":{"id":57469779,"uuid":"417128980","full_name":"dhchenx/speech-feature-kit","owner":"dhchenx","description":"A python wrapper for speech feature extractoin","archived":false,"fork":false,"pushed_at":"2021-12-05T18:01:07.000Z","size":12874,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-09T06:05:40.220Z","etag":null,"topics":["emotion-analysis","mfcc-features","speech-emotion-recognition","speech-feature","volume-analysis"],"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/dhchenx.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2021-10-14T12:51:57.000Z","updated_at":"2021-12-25T14:51:41.000Z","dependencies_parsed_at":"2022-09-19T10:20:33.153Z","dependency_job_id":null,"html_url":"https://github.com/dhchenx/speech-feature-kit","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/dhchenx/speech-feature-kit","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dhchenx%2Fspeech-feature-kit","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dhchenx%2Fspeech-feature-kit/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dhchenx%2Fspeech-feature-kit/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dhchenx%2Fspeech-feature-kit/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dhchenx","download_url":"https://codeload.github.com/dhchenx/speech-feature-kit/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dhchenx%2Fspeech-feature-kit/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":268074153,"owners_count":24191522,"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":"2025-07-31T02:00:08.723Z","response_time":66,"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":["emotion-analysis","mfcc-features","speech-emotion-recognition","speech-feature","volume-analysis"],"created_at":"2024-12-01T02:14:44.505Z","updated_at":"2025-07-31T17:03:35.874Z","avatar_url":"https://github.com/dhchenx.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Speech Feature Kit\n\nA Python wrapper for convenient speech feature extraction\n\n## Installation\n```python\npip install speech-features-kit\n```\n\n## Functions\n1. MFCC feature analysis\n2. Volume analysis\n3. Emotion analysis\n\n## Example of emotion analysis\n```python\nfrom speech_features_kit.Emotion.speech_toolkit import SpeechEmotionToolkit\n\n# set the path of pre-trained model for speech emotion model\n# the used model here is optimized for Chinese speech; however, it is possible you can train your own model. \nspeech_kit = SpeechEmotionToolkit()\n\n# load the model\nspeech_kit.load()\n\n# obtain emotion list with timestamp given an audio file\nlist_emo, list_timestamp = speech_kit.get_emotion_list_by_blocks(audio_file=\"../data/english.wav\",\n                                                                     num_sec_each_file=1)\n\n# print the list of emotion over timestamp\nprint(\"Time interval\\tEmotion\")\nfor idx, e in enumerate(list_emo):\n    print(list_timestamp[idx], \"\\t\", e)\n\n```\n\n## Note\nOther functions please see the examples folder!\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdhchenx%2Fspeech-feature-kit","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdhchenx%2Fspeech-feature-kit","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdhchenx%2Fspeech-feature-kit/lists"}