Sound_Classification

Sound classification on Urban Sound Dataset

Download the urban sound dataset here

Extract the dataset on to a folder
Install pytorch (gpu verison if you have gpu)
Install the requirements
```
pip install -r requirements.txt
```
Run the dataset.py file (change the path to the dataset)
```
python dataset.py
```
This will give the number of items in the dataset
Then run modelcnn.py to know about the structure of the CNN model.
Then start the training. (change the path to the dataset)
```
python train.py
```
After the training, the model will be saved in a specified folder. Use the saved model for inferencing.

Run
```
python inference.py
```