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Bootstrapping Development of a Cloud-Based Spoken Dialog System in the Educational Domain From Scratch Using Crowdsourced Data

Author(s):
Ramanarayanan, Vikram; Suendermann-Oeft, David; Lange, Patrick; Ivanov, Alexei V.; Evanini, Keelan; Yu, Zhou; Tsuprun, Eugene; Qian, Yao
Publication Year:
2016
Report Number:
RR-16-16
Source:
ETS Research Report
Document Type:
Report
Page Count:
9
Subject/Key Words:
Spoken dialog systems (SDSs) Crowdsourcing Computer-Assisted Language Learning (CALL) Automated Speech Assessment Cloud Computing Help Assistant–Language-Enabled and Free (HALEF)

Abstract

We propose a crowdsourcing-based framework to iteratively and rapidly bootstrap a dialog system from scratch for a new domain. We leverage the open-source modular HALEF dialog system to deploy dialog applications. We illustrate the usefulness of this framework using four different prototype dialog items with applications in the educational domain and present initial results and insights from this endeavor.

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