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