Incremental Speech Translation / Edition 1

by Jan W. Amtrup

Overview

Human language capabilities are based on mental proceduresthat are closely linked to the time domain. Listening, understanding,and reacting, on the one hand, as well as planning,formulating,and speaking,onthe other, are performedin a highlyover lapping manner, thus allowing inter human communication to proceed in a smooth and fluent way. Although it happens to be the natural mode of human language interaction, in cremental processing is still far from becoming a common feature of today’s lan guage technology. Instead, it will certainly remain one of the big challenges for research activities in the years to come. Usually considered difficult to a degree that rendersit almost intractable for practical purposes, incremental language processing has recently been attracting a steadily growing interest in the spoken language pro cessing community. Its notorious difficulty can be attributed mainly to two reasons: Due to the inaccessibility of the right context, global optimization criteria are no longer available. This loss must be compensated for by communicating larger search spaces between system components or by introducing appropriate repair mechanisms. In any case, the complexity of the task can easily grow by an order of magnitude or even more. Incrementality is an almost useless feature as long as it remains a local property of individual system components. The advantages of incremental processing can be effectiveonly if all the componentsof a producer consumerchain consistently adhere to the same pattern of temporal behavior.

Product Details

ISBN-13:	9783540667537
Publisher:	Springer Berlin Heidelberg
Publication date:	01/07/2000
Series:	Lecture Notes in Computer Science , #1735
Edition description:	1999
Pages:	212
Product dimensions:	6.10(w) x 9.17(h) x 0.36(d)

Table of Contents

Graph Theory and Natural Language Processing.- Unification-Based Formalisms for Translation in Natural Language Processing.- MILC: Structure and Implementation.- Experiments and Results.- Conclusion and Outlook.