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# 🎙️ Voice-to-Text App with Whisper
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This is a simple, user-friendly application that records your voice and converts it into text using OpenAI's Whisper model. Built with 💻 `Python`, 🎵 `sounddevice`, and 🤗 `Gradio`, this app is designed for local use, requiring internet access **only during the initial setup**.
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---
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## 🌟 Features
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- 🎤 **Record Audio**: Click a button to start and stop recording your voice.
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- ✂️ **Automatic Splitting**: Handles long audio files by splitting them into smaller chunks for transcription.
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- 📝 **Speech-to-Text**: Transcribes your voice into text using the Whisper model.
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- 🔒 **Offline Capability**: After setup, the app works entirely offline.
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---
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## 🚀 Getting Started
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### Prerequisites
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1. **Python 3.8+**
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2. Install the required Python libraries:
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```bash
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pip install torch transformers sounddevice pydub gradio
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pip install --upgrade transformers datasets[audio] accelerate
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```
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3. **FFmpeg** (for audio processing):
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- Download and install FFmpeg from [FFmpeg Official Site](https://ffmpeg.org/download.html) or via [chocolately](https://chocolatey.org/).
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4. **Possible Bugs:** If there are any problems with the GPU use:
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```bash
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pip uninstall torch torchvision torchaudio
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```
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Search for the right torch version for you GPU and intall torch
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```bash
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pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu124
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```
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---
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### 📦 Installation
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1. Clone this repository:
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```bash
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git clone https://github.com/your-username/voice-to-text-app.git
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cd voice-to-text-app
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```
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2. Run the app:
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```bash
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python app.py
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```
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3. Open the provided link in your browser to access the web app.
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---
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## 🛠️ How It Works
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1. **Recording**: Click the **Start Recording** button to record your voice. Click **Stop Recording** when you're done.
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2. **Transcription**: Click the **Transcribe** button to convert your audio to text.
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3. **Automatic Handling**: The app automatically splits audio longer than 30 seconds and transcribes it in chunks.
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---
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## 🌐 Internet Usage
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- **Setup**: The app requires an internet connection **only during the first run** to download the Whisper model and dependencies.
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- **Offline Mode**: Once the model is downloaded, the app works entirely offline, ensuring privacy and local processing. (As long as the cache is not deleted. Otherwise the model will be downloaded again.)
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---
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## 🎉 Example Use Case
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1. Record a 20-second audio note: "Take out the trash at 6 PM."
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2. Stop recording.
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3. Transcribe the audio to see: `"Take out the trash at 6 PM."`
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---
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## 🧰 Built With
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- 🤗 [Transformers](https://huggingface.co/docs/transformers): Whisper model for speech-to-text.
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- 🎵 [SoundDevice](https://python-sounddevice.readthedocs.io/): Audio recording.
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- ✂️ [Pydub](https://github.com/jiaaro/pydub): Audio splitting for long files.
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- 🌐 [Gradio](https://gradio.app/): Interactive web interface.
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---
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## 🤝 Contributing
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Contributions are welcome! Feel free to submit issues or pull requests to improve this project.
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---
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## 🛡️ License
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This project is licensed under the MIT License.
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---
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## 🗂️ File Structure
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```
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.
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├── app.py # Main application script
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├── requirements.txt # List of dependencies
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└── README.md # This file
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```
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---
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Have fun 🤗
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---
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