README.md

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