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Nodejs Server for serving requests of Facial Expression and Speech Emotion

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HamzaKhudadad/EmotionRecognitionAPI

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EmotionRecognitionAPI

Nodejs Server for serving requests of Facial Expression and Speech Emotion,An Emotion Prediction API for a game that can Analyze your Facial Expressions and Emotions from your voice.

Speech Emotion

A CNN is trained on RAVDNESS dataset for Speech Emotion Recogniton; Feature Extractions Through Librosa and 8 layred to classify Emotions ,

  • which can Classify 6 emotions in your voice Namely
    1. Happy
    2. Neutral
    3. Sad
    4. Angry
    5. Surprised 6.Disgust
    6. Fearful

Facial Expressions

For Facial Expressions Also we used CNN we used a mix datat set Containing FER2013 and some animated pictures which very good Accuray for Recognizing Different Expressions of Human Face

Facial Expressions

Simple Ejs Engine is used to Compile HTML and CSS, and Icons are Made in Adobe Illustrator

Home Select Picture Processing Results Results1