Spaces:
Runtime error
Runtime error
| title: "Hindi Speech Emotion & Recommendation System" | |
| emoji: 🎭 | |
| colorFrom: red | |
| colorTo: pink | |
| sdk: gradio | |
| sdk_version: "4.44.0" | |
| app_file: app.py | |
| pinned: false | |
| license: mit | |
| # 🎭 Hindi Speech Emotion & Action Recommendation System | |
| **An AI-powered pipeline for Hindi/Hinglish emotion analysis and contextual action recommendations.** | |
| --- | |
| ## 🧩 System Pipeline | |
| 🎙️ **Audio Input (Hindi/Hinglish)** → | |
| 📝 **Indic Conformer 600M ASR** → | |
| 🎭 **XLM-RoBERTa Emotion Detection (13 emotions)** → | |
| 💭 **Hindi Sentiment Analysis** → | |
| 🤖 **Llama 3.1 8B Recommendation Generation** → | |
| ✅ **Validation & Helpline Integration** → | |
| 💬 **Personalized Hindi Recommendation** | |
| --- | |
| ## ✨ Features | |
| - 🎙️ **Advanced ASR** — Indic Conformer 600M for accurate Hindi/Hinglish transcription | |
| - 🎭 **13 Emotions** — joy, happiness, sadness, anger, fear, distress, panic, love, surprise, calm, neutral, excitement, frustration | |
| - 💭 **Sentiment Analysis** — Positive/Neutral/Negative with confidence scores | |
| - 🤖 **AI Recommendations** — Context-aware suggestions powered by Llama 3.1 8B | |
| - 🚨 **Crisis Detection** — 100+ emergency keywords in Hindi/English | |
| - 🧠 **Mental Health Support** — Specialized detection for depression, anxiety, isolation | |
| - 💔 **Grief & Relationship** — Targeted support for loss and relationship distress | |
| - ✅ **Automatic Validation** — Ensures helplines are included when needed | |
| --- | |
| ## ⚙️ Configuration | |
| Set the following environment variable in **Space Settings → Variables**: | |
| | Variable | Description | | |
| |-----------|--------------| | |
| | `HF_TOKEN` | Your Hugging Face token (required for Llama 3.1 access) | | |
| - Get token from: [https://huggingface.co/settings/tokens](https://huggingface.co/settings/tokens) | |
| - Accept Llama 3.1 license here: [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) | |
| --- | |
| ## 🆘 Emergency Helplines (India) | |
| | Service | Number | Availability | | |
| |----------|---------|--------------| | |
| | 🚨 Police / Emergency | **112** | 24/7 | | |
| | 👩 Women’s Helpline | **181** | 24/7 | | |
| | 🆘 Women in Distress | **1091** | 24/7 | | |
| | 🧠 Vandrevala Foundation | **9152987821** | 24/7 | | |
| | 🏥 NIMHANS Mental Health | **08046110007** | 24/7 | | |
| | 💙 AASRA Suicide Prevention | **9820466726** | 24/7 | | |
| --- | |
| ## 🧠 Models Used | |
| | Task | Model | | |
| |------|--------| | |
| | **ASR** | ai4bharat/indic-conformer-600m-multilingual | | |
| | **Sentiment** | LondonStory/txlm-roberta-hindi-sentiment | | |
| | **Emotion** | joeddav/xlm-roberta-large-xnli | | |
| | **LLM** | meta-llama/Llama-3.1-8B-Instruct | | |
| --- | |
| ## 🔒 Privacy & Safety | |
| - ✅ No permanent data storage | |
| - ✅ All processing in-memory | |
| - ✅ Automatic helpline integration | |
| - ✅ Crisis prioritization | |
| - ✅ Privacy-first architecture | |
| --- | |
| ## 🧾 License | |
| MIT © 2025 | |
| Developed with ❤️ by Nikunj Kumar |