Freesound General-Purpose Audio Tagging Challenge starter pack
Kaggle competitions are probably the best venue for learning how to solve a specific machine learning problem. In this repository we will explore various ways of approaching audio classification.
This repository contains everything you need to get started with the Freesound General-Purpose Audio Tagging Challenge. The dataset is both interesting and challenging. General audio tagging with ensembling convolutional neural network and statistical features features a good overview of the competition.
The notebooks cover downloading and preprocessing of data, building and training models, creating a submission and submitting to Kaggle (late submissions are still open at the time of writing - this is a very useful tool to receive feedback on the performance of your model).