Audio Classification Model

Created custom CNN-Transformer model for environmental sound classification. It classifies 10 of the most common and critical types of urban sounds from the UrbanSound8K dataset.

What's In This Repository:

Materials Used to Develop Dataset + Model

RALCT Model Architecture

RALCT Model Code

RALCT Model Results

Saved RALCT Models in .h5 and TensorFlowLite Format

Mobile App Code Below

Also created a custom mobile app to detect sounds.

https://github.com/TheClassicTechno/Audio_Classification_Mobile_App