Advances in Human Aspects of Road and Rail Transportation CRC Press 2012 , Pages 744 – 753 , ISBN : 978-1-4398-7123-2 CHAPTER 75 Statistical Methods for Building Robust Spoken Dialogue Systems in an Automobile

Abstract

We investigate the potential of statistical techniques for spoken dialogue systems in an automotive environment. Specifically, we focus on partially observable Markov decision processes (POMDPs), which have recently been proposed as a statistical framework for building dialogue managers (DMs). These statistical DMs have explicit models of uncertainty, which… (More)

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