Abstract: Neural speech and audio codecs have demonstrated decent quality of the decoded audio at low bitrates. They consist of three parts, an encoder, a decoder, and a quantizer. Residual vector ...

Abstract: In this paper, we propose a source coding scheme that represents data from unknown distributions through frequency and support information. Existing encoding schemes often compress data by ...

Discover how to craft a magical 'How to Train Your Dragon' Christmas diorama from start to finish! This tutorial walks you through sculpting Toothless the Night Fury from polymer clay, creating a ...

In this tutorial, we build a safety-critical reinforcement learning pipeline that learns entirely from fixed, offline data rather than live exploration. We design a custom environment, generate a ...