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🧠 Voice-Assistant\n\n- Voice-Assistant is a **ML-based Voice Assistant**\n\n- This is a desktop-based voice assistant powered by the ML model, which is built using Python.\n\n- The UI is built using Electron.js while inference is done by using Node.js.\n  \n- It understands your speech, processes it using a custom-trained intent recognition model and executes platform-specific commands.\n\n---\n\n# 🚀 Features\n\n- 🎙️ Voice Input\n  \n- 🤖 ML-based Intent Detection\n  \n- ⚙️ Cross-platform Command Execution\n\n- 🗣️ Voice Output\n\n- 🖥️ Desktop-first App\n\n- 🔐 Privacy-Focused\n\n---\n\n# 🏗️ Tech Stack\n\n| Layer         | Stack                              |\n|---------------|------------------------------------|\n| Frontend      | HTML, CSS, JS and React.js         |\n| Backend       | Node.js and Python                 |\n| Model         | Sci-kit Learn ML models            |\n| Voice I/O     | Web Speech API                     |\n\n---\n\n# 🧠 How It Works\n\n1. 🎙️ User speaks a command\n\n2. 🎧 Voice is transcribed and sent to Python backend\n\n3. 🧠 The ML model classifies intent\n\n4. 💻 Executes the platform-specific command\n\n5. 🗣️ Response is spoken back to the user alongwith the execution of the task\n\n---\n\n# 🔁 Requirements\n\n- Node.js \u0026 npm\n\n- Python \u0026 pip\n\n- Electron.js \u0026 React\n\n---\n\n# 🛠️ Run Locally\n\n## 1. Clone the repository\n\n```Bash\ngit clone \"https://github.com/hrutavmodha/voice-assistant.git\"\ncd ./voice-assistant\n```\n\n## 2. Train the models\n\n```Bash\ncd ./backend/model/model1\npython ./train.py\n\ncd ../model2 \u0026\u0026 python ./train.py\n\ncd ../model3 \u0026\u0026 python ./train.py\n\ncd ../model4 \u0026\u0026 python ./train.py\n```\n\n## 3. Install dependencies\n\n```Bash\ncd ..\nnpm install\npip install sklearn joblib \ncd ../frontend\nnpm install\ncd ..\nnpm install\ncd backend\n```\n\n## 4. Start the main server\n\n```Bash\nnpm run start\n```\n\n## 5. Start the voice assistant's server\n\n```Bash\npython -m frontend.chat.app\n```\n\n---\n\n# 👨‍💻 Author\n\nMade with passion by **Hrutav Modha**\n\n---\n\n# 📌 Note\n\n- After running the app.py, wait for some time, the browser will also get opened automatically at the URL http://localhost:3000\n\n- This project is purely offline and does **not rely on any of the external APIs and nor it is dumb `if-elif-else`-like rule-based voice-assistant**\n\n- It’s a fully local voice assistant with a custom-trained AI model, which is designed with keeping privacy in mind.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhrutavmodha%2Fdesktop-assistant","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhrutavmodha%2Fdesktop-assistant","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhrutavmodha%2Fdesktop-assistant/lists"}