Classification of anomalous machine sounds using i-vectors

Abstract

The objective of the proposed work is to analyze and study the use of i-vectors for Anomalous Detection of Sounds (ADS) in Machines. I-vectors, to the best of our knowledge, have not been studied for machine sounds. We will be using the database ToyADMOS for testing both supervised and unsupervised ADS techniques using i-vectors generated from the data.