ZINDI Coding Challenge on Keyword Spotter

This repository contains the replication material used for the coding challenge at ZINDI.

Problem

Multi class classification problem of audio data

Approach

• Convert audio data into images (spectrograms)
• Augment data (pitch, noise, shift, and speed)

• Use CNN for classification (ResNet18)

Or, if you want our work flow visually: