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Emotion recognition from audio speech using Deep learning algorithm CNN

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anasbk/emotion-recognition-from-speech

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Emotion recognition from speech

Extracting freatures from audio files (dataset) using the MFCC representation and feed them to a deep network for emotion classification

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.

Prerequisites

before starting, you need to install the required packages using pip command

pip install -r requirements.txt

Running the App

to run the Flask application, you need to execute the file server.py located in the folders "files"

Demo

Accuracy

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Chose audio file

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Output

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License

This project is licensed under the MIT License - see the LICENSE.md file for details

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Emotion recognition from audio speech using Deep learning algorithm CNN

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