---
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](https://huggingface.co/rmtariq/multilingual-emotion-classifier)