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README.md
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license: apache-2.0
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short_description: an emotional recognition model
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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license: apache-2.0
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short_description: an emotional recognition model
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---
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# Audio Emotion Analyzer with Gemma
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This application uses Google's Gemma model to analyze emotions from audio files through acoustic feature analysis.
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## Features
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- 🎵 Upload audio files or record directly
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- 🎭 Emotion detection using acoustic features
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- 🤖 Powered by Google's Gemma model
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- 📊 Detailed analysis with confidence scores
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- 🎨 Beautiful visual interface
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## How it works
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1. Extracts acoustic features from audio (MFCC, spectral centroid, pitch, energy, etc.)
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2. Converts features to descriptive text
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3. Uses Gemma to analyze emotional content based on acoustic characteristics
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4. Provides structured emotion analysis with reasoning
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## Supported emotions
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- Happy, Sad, Angry, Fearful, Disgusted
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- Surprised, Neutral, Excited, Calm, Anxious
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## Usage
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1. Upload an audio file or record your voice
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2. Wait for the AI analysis
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3. View the emotional analysis with confidence scores and reasoning
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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