README.md

metadata

title: Shakespeare Authenticator
emoji: 🎭
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false

🎭 Shakespeare Authenticator

Distinguish authentic Shakespearean text from modern imitations using AI.

🔍 How to Use

1. Enter any text in the input box
2. Click "Analyze Text" or press Enter
3. View the prediction and confidence scores

🤖 About the Model

• Model: Fine-tuned BERT for Shakespearean text classification
• Training: 400,000+ samples of Shakespeare vs modern dialogue
• Accuracy: ~85% on test data

📚 Examples

Try these Shakespearean classics:

• "To be or not to be, that is the question"
• "Friends, Romans, countrymen, lend me your ears"
• "Shall I compare thee to a summer's day?"