phoenix-1-2/urban-sound-classification

This is a machine learning/neural network model that can classify the type of sound (10 classes) using the Mel Scale and Spectrogram.

Urban Sound Classification

This is a machine learning/neural network model that can classify the type of sound (10 classes) using the Mel Scale and Spectrogram.

Dataset

Urban Sound 8K Dataset (https://urbansounddataset.weebly.com/urbansound8k.html)

Classes

• Air Conditioner
• Car Horn
• Children Playing
• Dog Bark
• Drilling
• Engine Idling
• Gun Shot
• JackHammer
• Siren
• Street Music

Algorithm used :

Deep Learning - Convolutional Neural Networks

Technology used :

Python,Pandas,Sklearn,Keras,Librosa ( Audio Classifcation Library)