/Speech_Emotion_Recognition-master

Primary LanguagePython

Speech-Emotion-Recognition

This repository contains work on speech emotion recognition using ravdess dataset.

Installing dependencies

Note: You can skip this step, if you are installing the packages. Dependencies are listed below and in the requirements.txt file.

  • scipy
  • sklearn
  • speechrecognition
  • pyaudio
  • keras
  • tensorflow
  • librosa
  • seaborn
  • numpy
  • os
  • glob

Install one of python package managers in your distro. If you install pip, then you can install the dependencies by running pip3 install -r requirements.txt

If you prefer to accelerate keras training on GPU's you can install tensorflow-gpu by pip3 install tensorflow-gpu

Directory Sturcture

  • speech-emotion-recognition-ravdess/ - Contains the speech files in wav formatted seperated into 12 folders which are the corresponding labels of those files

  • clean_audio/ - Contains all the masked files

  • user_audio/ - Contains the real time of the user

  • ml_models/speech.py - Contains the code for non-neural model

  • ml_models/dnn/neural.py - Contains the code for neural model.