Sound-Classifier

In this project, I am classifying 10 different sounds. This project was inspired by Krish Naik's YouTube video. The dataset is publically available from here
Steps

1. Download the dataset
   !wget https://zenodo.org/record/1203745/files/UrbanSound8K.tar.gz
2. Go to the directory of downloaded dataset and extract using
   !tar -xf <file_name>
   
3. To train the model, use command as,
   !python train.py --checkpoint <location where you want to save the weights> --epochs <epoch number> --dataset_dir <directory of dataset>

Implementation of predict.py is not complete yet.

The accuracy obtained by Sound_Classifier.h5 is 92% on the test data.