DocumentCode :
590664
Title :
An online evaluation system for English pronunciation intelligibility for Japanese English learners
Author :
Hiroshi, K. ; Seiichi, N.
Author_Institution :
Dept. of Comput. Sci. & Eng., Toyohashi Univ. of Technol., Toyohashi, Japan
fYear :
2012
fDate :
3-6 Dec. 2012
Firstpage :
1
Lastpage :
4
Abstract :
We have previously proposed a statistical method for estimating pronunciation proficiency and intelligibility of presentations delivered in English by Japanese speakers. In an offline test, we also evaluated possibly-confused pairs of phonemes that are often mispronounced by Japanese native speakers [7][8]. In this study, we developed an online evaluation system for English spoken by Japanese speakers using offline techniques and carried out an evaluation to obtain the effect thereof based on experimental results. The results showed that both the objective and subjective evaluations improved when using this system. We have previously proposed a statistical method for estimating pronunciation proficiency and intelligibility of presentations delivered in English by Japanese speakers. In an offline test, we also evaluated possibly-confused pairs of phonemes that are often mispronounced by Japanese native speakers [7][8]. In this study, we developed an online evaluation system for English spoken by Japanese speakers using offline techniques and carried out an evaluation to obtain the effect thereof based on experimental results. The results showed that both the objective and subjective evaluations improved when using this system.
Keywords :
learning (artificial intelligence); speaker recognition; statistical analysis; English pronunciation intelligibility; Japanese english learners; Japanese native speakers; english pronunciation intelligibility; offline test; online evaluation system; possibly-confused pairs; statistical method; Databases; Feature extraction; Mel frequency cepstral coefficient; Speech;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal & Information Processing Association Annual Summit and Conference (APSIPA ASC), 2012 Asia-Pacific
Conference_Location :
Hollywood, CA
Print_ISBN :
978-1-4673-4863-8
Type :
conf
Filename :
6411811
Link To Document :
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