Speech Emotion Recognition using a shell GUI menu

Detect emotions in audio with this speech emotion detection project. The system analyzes voice recordings and categorizes them into emotions. Utilizing the RAVDESS dataset, the model is trained to recognize a wide range of emotional expressions using mel spectograms and MFCC features.

The dialog command is a command-line tool used to create text-based user interfaces on Unix-like systems. It provides an interactive way to display dialog boxes, menus, and forms in the terminal.

Basic Requirements

You will need to install Dialog package, run in your terminal:

sudo apt-get install dialog

You must give permissions to use this project, run in your terminal:

chmod a+x -v *.sh

How to Use

1. Clone the repository:

   git clone https://github.com/edworId/speech_emotion_detection.git
   cd speech_emotion_detection

2. Run the main script:

   ./audio.sh

3. Follow the instructions in the menu to choose the desired action.

• RECORD
• PLAY
• MEL SPECTOGRAM
• MFCC
• EXIT FROM PROGRAM

DATASET

Dataset: https://zenodo.org/records/1188976

This interface was built using Dialog, text based menu.

License

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

Author

_{Edmundo Lopes Silva}