Sound Classification using Deep Learning

Background

Problem statement

Dataset

Audio file overview

A sound wave, in red, represented digitally, in blue (after sampling and 4-bit quantisation), with the resulting array shown on the right. Original © Aquegg | Wikimedia Commons

Data Exploratory

Data pre-processing

Extract features

Converting the data and labels then splitting the dataset

Building our model

Results

Observations

Next steps

Finally

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