A newer version of the Gradio SDK is available:
5.43.1
metadata
title: Multilingual Emotion Classifier Demo
emoji: 🎭
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.35.0
app_file: app.py
pinned: false
license: apache-2.0
🎭 Multilingual Emotion Classifier - Interactive Demo
Test the rmtariq/multilingual-emotion-classifier model with this interactive web interface!
🚀 Features
- 🎯 Single Text Analysis: Analyze individual texts with confidence scoring
- 📊 Batch Processing: Process multiple texts with visualizations
- 🧪 Model Testing: Run predefined tests to validate performance
- 🌍 Multilingual: Support for English and Malay languages
📊 Model Performance
- Overall Accuracy: 85.0%
- English Performance: 100%
- Malay Performance: 100% (all issues fixed)
- Speed: 20+ predictions/second
🎯 Supported Emotions
| Emotion | Emoji | Example |
|---|---|---|
| Anger | 😠 | "I'm so angry!" |
| Fear | 😨 | "I'm scared!" |
| Happy | 😊 | "I'm so happy!" |
| Love | ❤️ | "I love you!" |
| Sadness | 😢 | "I'm so sad" |
| Surprise | 😲 | "What a surprise!" |
🧪 Try These Examples
English:
- "I am so happy today!"
- "This makes me really angry!"
- "I love this product!"
Malay:
- "Saya sangat gembira!"
- "Ini adalah hari jadi terbaik!"
- "Terbaik!"
📞 Contact
- Author: rmtariq
- Model: rmtariq/multilingual-emotion-classifier