Rene Glitza

Estimation of Microphone Clusters in Acoustic Sensor Networks Using Unsupervised Federated Learning

In this paper we present a privacy-aware method for estimating source-dominated microphone clusters in the context of acoustic sensor networks (ASNs). The approach is based on clustered federated learning which we adapt to unsupervised scenarios by employing a light-weight autoencoder model. The mod…