Niamh Belton

A Causal Convolutional Approach for Packet Loss Concealment in Low Powered Devices

This paper presents a deep learning model for audio Packet Loss Concealment (PLC) for real time communications that is accurate, lightweight, with a low inference time suitable for low powered mobile handsets. We leverage dilated causal convolutions to track short term time dependent features of pre…