{"id":27471103,"url":"https://github.com/swish78/snapscribe","last_synced_at":"2026-01-23T18:31:28.032Z","repository":{"id":251760620,"uuid":"838362893","full_name":"Swish78/SnapScribe","owner":"Swish78","description":null,"archived":false,"fork":false,"pushed_at":"2025-01-14T11:41:26.000Z","size":57,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-16T01:50:17.406Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"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/Swish78.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":"2024-08-05T13:40:08.000Z","updated_at":"2025-01-14T11:41:30.000Z","dependencies_parsed_at":"2025-04-16T01:39:34.361Z","dependency_job_id":"6032f954-eff7-49de-977b-0fef44ebdcd8","html_url":"https://github.com/Swish78/SnapScribe","commit_stats":null,"previous_names":["swish78/snapscribe"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Swish78/SnapScribe","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Swish78%2FSnapScribe","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Swish78%2FSnapScribe/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Swish78%2FSnapScribe/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Swish78%2FSnapScribe/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Swish78","download_url":"https://codeload.github.com/Swish78/SnapScribe/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Swish78%2FSnapScribe/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28697428,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-23T17:25:48.045Z","status":"ssl_error","status_checked_at":"2026-01-23T17:25:47.153Z","response_time":59,"last_error":"SSL_read: 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":"2025-04-16T01:39:05.171Z","updated_at":"2026-01-23T18:31:28.013Z","avatar_url":"https://github.com/Swish78.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# SnapScribe\n\nSnapScribe is a real-time audio transcription and summarization app that leverages machine learning to convert speech to text and summarize key points. Designed for meetings, lectures, interviews, and personal note-taking, SnapScribe provides an efficient way to capture, organize, and review spoken content.\n\n## Features\n\n### Real-Time Audio Transcription\n- Converts live audio into text in real-time.\n- Supports multiple languages and accents.\n- Differentiates between multiple speakers using speaker identification.\n\n### Text Summarization\n- Summarizes transcribed text into concise key points.\n- Offers options for different summary lengths (e.g., brief, detailed).\n- Highlights important phrases and keywords for better context.\n\n### Voice Recognition\n- Identifies individual speakers by recognizing their unique voice profiles.\n- Annotates transcripts with speaker names for improved clarity.\n- Allows users to manage and update their voice profiles.\n\n### Searchable Transcripts\n- Enables users to search for specific keywords or phrases within transcripts.\n- Provides timestamps for easier navigation through the content.\n\n### Export and Share\n- Exports transcripts and summaries to various formats such as PDF and DOCX.\n- Allows sharing via email or cloud services for seamless collaboration.\n\n### User Management\n- Secure user authentication and profile management.\n- Stores and organizes saved transcripts and summaries for easy access.\n\n## Technology Stack\n\n### Frontend\n- **React**: For building an interactive user interface.\n- **Tailwind CSS**: For modern and responsive design.\n- **WebSockets**: To enable real-time communication for live transcription.\n\n### Backend\n- **FastAPI**: A high-performance web framework for building APIs.\n- **WebSockets**: For real-time data exchange.\n- **TensorFlow / PyTorch**: For machine learning models.\n- **Hugging Face Transformers**: For transcription, summarization, and voice recognition tasks.\n- **pyannote.audio / SpeechBrain**: For speaker identification and voice recognition.\n\n### Database\n- **MongoDB** or **PostgreSQL**: For storing user data, transcripts, and voice profiles.\n\n## Installation\n\n### Prerequisites\n- Python 3.8 or higher\n- Node.js 16 or higher\n- npm or yarn\n- Virtual environment manager (e.g., venv or conda)\n\n### Steps\n1. Clone the repository:\n   ```bash\n   git clone https://github.com/yourusername/snapscribe.git\n   ```\n2. Navigate to the backend directory and install dependencies:\n   ```bash\n   cd snapscribe/backend\n   pip install -r requirements.txt\n   ```\n3. Navigate to the frontend directory and install dependencies:\n   ```bash\n   cd ../frontend\n   npm install\n   ```\n4. Start the backend server:\n   ```bash\n   uvicorn main:app --reload\n   ```\n5. Start the frontend development server:\n   ```bash\n   npm start\n   ```\n\n## Usage\n\n1. Open the application in your browser.\n2. Log in or create an account to access features.\n3. Upload or provide live audio input for transcription.\n4. View real-time transcription and summaries.\n5. Manage, search, and export your transcripts and summaries.\n\n## Contributing\n\nWe welcome contributions! To contribute:\n1. Fork the repository.\n2. Create a new branch for your feature or bugfix:\n   ```bash\n   git checkout -b feature-name\n   ```\n3. Commit your changes:\n   ```bash\n   git commit -m \"Add feature-name\"\n   ```\n4. Push the branch to your fork:\n   ```bash\n   git push origin feature-name\n   ```\n5. Create a pull request on the main repository.\n\n## License\n\nThis project is licensed under the [MIT License](LICENSE).\n\n[//]: # (## Acknowledgments)\n\n[//]: # ()\n[//]: # (- **OpenAI Whisper** and **Hugging Face Transformers** for their powerful transcription and summarization tools.)\n\n[//]: # (- **pyannote.audio** and **SpeechBrain** for speaker identification support.)\n\n[//]: # (- **FastAPI** and **React** for enabling rapid development of robust web applications.)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fswish78%2Fsnapscribe","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fswish78%2Fsnapscribe","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fswish78%2Fsnapscribe/lists"}