An implementation of OneClassSVM to detect scratch noise in vinyl playback, a non-experimental, fully working version is avaliable on Kaggle:
This repository holds the experimental version of the notebook which includes multiple models used in the experimental phases of the project.
This repositry includes WAV files to train your models with
The testing dataset can be downloaded from Kaggle: https://www.kaggle.com/seandaly/detecting-scratch-noise-in-vinyl-playback