@inproceedings{sherwani2007voicepedia, author = {Sherwani, J. and Yu, Dong and Paek, Tim and Czerwinski, Mary and Ju, Yun-Cheng and Acero, Alex and Ju, Y. C.}, title = {VoicePedia: Towards Speech-based Access to Unstructured Information}, booktitle = {Interspeech}, year = {2007}, month = {August}, abstract = {Currently there are no dialog systems that enable purely voice-based access to the unstructured information on websites such as Wikipedia. Such systems could be revolutionary for non-literate users in the developing world. To investigate interface issues in such a system, we developed VoicePedia, a telephone-based dialog system for searching and browsing Wikipedia. In this paper, we present the system, as well as a user study comparing the use of VoicePedia to SmartPedia, a Smartphone GUI-based alternative. Keyword entry through the voice interface was significantly faster, while search result navigation, and page browsing were significantly slower. Although users preferred the GUI-based interface, task success rates between both systems were comparable – a promising result for regions where Smartphones and data plans are not viable. Index Terms: dialog system, information access}, publisher = {International Speech Communication Association}, url = {http://approjects.co.za/?big=en-us/research/publication/voicepedia-towards-speech-based-access-to-unstructured-information/}, edition = {Interspeech}, }