Urban Sound Classification

We need a labelled dataset that we can feed into machine learning algorithm. Fortunately, some researchers published urban sound dataset. It contains 8,732 labelled sound clips (4 seconds each) from ten classes: air conditioner, car horn, children playing, dog bark, drilling, engine idling, gunshot, jackhammer, siren, and street music. The dataset by default is divided into 10-folds. To get the dataset please visit the following link and if you want to use this dataset in your research kindly don't forget to acknowledge.