For Full-Text PDF, please login, if you are a member of IEICE,|
or go to Pay Per View on menu list, if you are a nonmember of IEICE.
Prospects for Advanced Spoken Dialogue Processing
IEICE TRANSACTIONS on Information and Systems
Publication Date: 1993/01/25
Print ISSN: 0916-8532
Type of Manuscript: Special Section INVITED PAPER (Special Issue on Speech and Discourse Processing in Dialogue Systems)
dialogue struture, dialogue understanding, memory-based natural language processing, mental states, speech and language integrated process, massively parallel network,
Full Text: PDF>>
This paper discusses the problems facing spoken dialogue processing and the prospects for future improvements. Research on elemental topics like speech recognition, speech synthesis and language understanding has led to improvements in the accuracy and sophistication of each area of study. First, in order to handle a spoken dialogue, we show the necessity for information exchanges between each area of processing as seen through the analysis of spoken dialogue characteristics. Second, we discuss how to integrate those processes and show that the memory-basad approach to spontaneous speech interpretation offers a solution to the problem of process integration. The key to this is setting up a mental state affected by both speech and linguistic information. Finally, we discuss how those mental states are structured and a method for constructing them.