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