Phoneme Set Design Using English Speech Database by Japanese for Dialogue-Based English CALL Systems
Xiaoyun Wang, Jinsong Zhang, Masafumi Nishida, Seiichi Yamamoto · 2014
This paper describes a method of generating a reduced phoneme set for dialogue-based computer assisted language learning (CALL) systems.We designed a reduced phoneme set consisting of classified phonemes more aligned with the learners' speech characteristics than the canonical set of a target language.This reduced phoneme set provides an inherently more appropriate model for dealing with mispronunciation by second language speakers.In this study, we used a phonetic decision tree (PDT)-based top-down sequential splitting method to generate the reduced phoneme set and then applied this method to a translation-game type English CALL system for Japanese to determine its effectiveness.Experimental results showed that the proposed method improves the performance of recognizing non-native speech.