{"id":16909359,"url":"https://github.com/clement-pages/gryannote","last_synced_at":"2025-04-05T23:08:18.332Z","repository":{"id":234482029,"uuid":"744648524","full_name":"clement-pages/gryannote","owner":"clement-pages","description":"Provide Gradio custom components to make the diarization-based audio labeling process easier and faster.","archived":false,"fork":false,"pushed_at":"2025-03-12T14:03:03.000Z","size":2782,"stargazers_count":60,"open_issues_count":4,"forks_count":7,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-29T22:06:35.283Z","etag":null,"topics":["annotation-processing","annotation-tool","audio","gradio","gradio-custom-component","interspeech2024","pyannote","speaker-diarization","speech-processing"],"latest_commit_sha":null,"homepage":"","language":"Svelte","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/clement-pages.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","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":"2024-01-17T18:19:58.000Z","updated_at":"2025-03-03T11:11:42.000Z","dependencies_parsed_at":"2024-06-11T08:52:13.130Z","dependency_job_id":"e8265ac2-0dd9-469c-bd7e-a2617e4981f2","html_url":"https://github.com/clement-pages/gryannote","commit_stats":{"total_commits":124,"total_committers":2,"mean_commits":62.0,"dds":"0.10483870967741937","last_synced_commit":"c1e2027b69d9803b91e2bfd8382a3f4cf0a516f7"},"previous_names":["clement-pages/gryannote"],"tags_count":8,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/clement-pages%2Fgryannote","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/clement-pages%2Fgryannote/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/clement-pages%2Fgryannote/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/clement-pages%2Fgryannote/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/clement-pages","download_url":"https://codeload.github.com/clement-pages/gryannote/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247411234,"owners_count":20934653,"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","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":["annotation-processing","annotation-tool","audio","gradio","gradio-custom-component","interspeech2024","pyannote","speaker-diarization","speech-processing"],"created_at":"2024-10-13T18:55:28.303Z","updated_at":"2025-04-05T23:08:18.315Z","avatar_url":"https://github.com/clement-pages.png","language":"Svelte","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://github.com/clement-pages/gryannote/blob/main/docs/assets/logo-gryannote.png?raw=true\" alt=\"gryannote logo\" width=\"200\"\u003e\n\u003cp\u003e\n\n# gryannote: a  speaker diarization labeling tool\n\ngryannote is a collection of [`Gradio`](https://www.gradio.app/) custom components focusing on the labeling of speaker diarization data. Integrated with the [`pyannote`](https://github.com/pyannote/pyannote-audio) speaker diarization ecosystem, it allows to build web applications to load pretrained `pyannote` pipelines and customize their hyper-parameters, upload or record an audio file, process it with the pipeline, visualize and interact with its outputs, correct them if needed, and export the final annotation in RTTM format. Each of these components can be used independently from each other.\n\n## Available `Gradio` custom components\n\nHere is the list of `Gradio` custom components integrated in `gryannote`\n\n- [gryannote_audio](https://github.com/clement-pages/gryannote/tree/main/gryannote/audio/README.md)\n- [gryannote_pipeline](https://github.com/clement-pages/gryannote/tree/main/gryannote/pipeline/README.md)\n- [gryannote_rttm](https://github.com/clement-pages/gryannote/tree/main/gryannote/rttm/README.md)\n\n## Installation\n\n```shell\npip install gryannote\n```\n\n## Usage\n\nThe following code snippet show how to use the `gryannote_audio` component with a `pyannote` pipeline in just a few lines of code. You can find a complete example that uses the three component\nin `app.py` script.\n\n```python\nimport gradio as gr\nfrom gryannote_audio import AudioLabeling\nfrom pyannote.audio import Pipeline\n\naudio_labeling = AudioLabeling(type=\"filepath\", interactive=True)\n\n\ndef apply_pipeline(audio):\n    pipeline = Pipeline.from_pretrained(\"pyannote/speaker-diarization-3.1\")\n    annotations = pipeline(audio)\n    return (audio, annotations)\n\ndemo = gr.Interface(apply_pipeline, inputs=audio_labeling, outputs=audio_labeling)\n\ndemo.launch()\n```\n\n## Interface\n\nLaunching `demo/app.py` script will generate the following interface. This interface uses the three `gryannote` components. More details about these components and their interface can be found\nin their respective README.\n\n![](https://github.com/clement-pages/gryannote/blob/main/docs/assets/gryannote_interface.png?raw=1)\n\nRTTM annotations in RTTM component are dynamically updated according to the audio labeling made in the audio component.\n\n## Try it!\n\nA `gryannote` app can be runned in this [Hugging Face space](https://huggingface.co/spaces/clement-pages/gryannote)\n\n## Citation\n\nIf you are using `gryannote`, please use the following citation:\n\n```bibtex\n@inproceedings{pages24_interspeech,\n  title     = {Gryannote open-source speaker diarization labeling tool},\n  author    = {Clément Pages and Hervé Bredin},\n  year      = {2024},\n  booktitle = {Interspeech 2024},\n  pages     = {3650--3651},\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fclement-pages%2Fgryannote","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fclement-pages%2Fgryannote","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fclement-pages%2Fgryannote/lists"}