One-Step Error Detection and Correction Approach for Voice Word Processor

Junhwi CHOI  Seonghan RYU  Kyusong LEE  Gary Geunbae LEE  

IEICE TRANSACTIONS on Information and Systems   Vol.E98-D   No.8   pp.1517-1525
Publication Date: 2015/08/01
Publicized: 2015/05/20
Online ISSN: 1745-1361
DOI: 10.1587/transinf.2014EDP7392
Type of Manuscript: PAPER
Category: Artificial Intelligence, Data Mining
speech recognition,  natural language processing,  languages and software systems,  

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We propose a one-step error detection and correction interface for a voice word processor. This correction interface performs analysis region detection, user intention understanding and error correction utterance recognition, all from a single user utterance input. We evaluate the performance of each component first, and then compare the effectiveness of our interface to two previous interfaces. Our evaluation demonstrates that each component is technically superior to the baselines and that our one-step error detection and correction method yields an error correction interface that is more convenient and natural than the two previous interfaces.