Welcome to the Voice Authentication System repository! This Python desktop application utilizes voice fingerprint and spectrogram technology to identify individuals based on their unique vocal characteristics. The system can be trained on up to 8 individuals and operates in two distinct modes to ensure secure access.
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Mode 1 – Security Voice Code:
- Access is granted only if the user speaks a specific pass-code sentence.
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Mode 2 – Security Voice Fingerprint:
- Access is granted to specific individuals who say the valid pass-code sentence.
The program calculates matching probabilities and decides whether access should be granted or denied based on the input.
To run the Voice Authentication System, make sure you have the following libraries installed:
pip install PyQt5 matplotlib sounddevice soundfile librosa numpy scikit-learn- Clone the repository:
git clone https://github.com/YoussefHassanien/Voice-Recognition-Authentication-System.git- Navigate to the project directory:
cd Voice-Recognition-Authentication-System- Run the application:
python Voice_Recognizer.py- PyQt5
- Matplotlib
- Sounddevice
- Soundfile
- Librosa
- Numpy
- Scikit-learn
If you would like to contribute to the project, please follow the contribution guidelines.
Special thanks to the developers of the libraries used in this project.
Happy coding!