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title:
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sdk: gradio
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sdk_version:
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app_file: app.py
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pinned: false
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title: Multilingual Emotion Recognition (EN / SI / TA)
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emoji: 😊
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colorFrom: indigo
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colorTo: purple
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sdk: gradio
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sdk_version: 4.44.0
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app_file: app.py
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python_version: 3.11
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pinned: false
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# Multilingual Text Emotion Recognition App
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**English • සිංහල • தமிழ்**
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This is a simple web app that detects emotions from text in three languages:
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- **English** → Logistic Regression + TF-IDF (classical ML model)
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- **Sinhala** → Finetuned transformer model
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- **Tamil** → Finetuned transformer model
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### Supported Languages & Models
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| Language | Model Type | Repository on Hugging Face |
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|------------|-------------------------|------------------------------------------------------------------|
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| English | TF-IDF + Logistic Regression | E-motionAssistant/Englsih_Trained_Model_LR |
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| Sinhala | Finetuned Transformer | E-motionAssistant/SInhala_Text_Emotion_Recognition_Model |
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| Tamil | Finetuned Transformer | E-motionAssistant/Tamil_Emotion_Recognition_Model |
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### How to Use
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1. Go to one of the tabs (English / සිංහල / தமிழ்)
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2. Type or paste your text/message/tweet
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3. The app will show the predicted emotion + confidence score
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### Examples
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- English: "I hate mondays so much" → likely **sadness** or **anger**
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- Sinhala: "මම ගොඩක් දුකින් ඉන්නවා" → likely **sadness**
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- Tamil: "எனக்கு ரொம்ப கோபமா இருக்கு" → likely **anger**
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### Technical Notes
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- Built with **Gradio** (v4.44.0)
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- Models are downloaded from Hugging Face at startup (using `hf_hub_download` and `pipeline`)
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- Uses **Python 3.11** to avoid compatibility issues
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- No GPU required — runs on CPU
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### Want to run locally?
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```bash
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git clone https://huggingface.co/spaces/YOUR_USERNAME/Space4
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cd Space4
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pip install -r requirements.txt
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python app.py
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