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A Scalable Architecture For Web Deployment of Spoken Dialogue Systems

Authors :
Fuchs Matthew
Tsourakis Nikos
Rayner Manny
Publication Year :
2012
Publisher :
European Language Resources Association (ELRA),Paris, 2012.

Abstract

We describe a scalable architecture particularly well suited to cloud based computing which can be used for Web deployment of spoken dialogue systems. In common with similar platforms like WAMI and the Nuance Mobile Developer Platform we use a client/server approach in which speech recognition is carried out on the server side; our architecture however differs from these systems in offering considerably more elaborate server side functionality based on large scale grammar based language processing and generic dialogue management. We describe two substantial applications built using our framework which we argue would have been hard to construct in WAMI or NMDP. Finally we present a series of evaluations carried out using CALL SLT a speech translation game where we contrast performance in Web and desktop versions. Task Error Rate in the Web version is only slightly inferior that in the desktop one and the average additional latency is under half a second. The software is generally available for research purposes.

Details

Database :
OpenAIRE
Accession number :
edsair.snsf.p3.pubs..579eca3301bf6036eabbe7f7494687e8