Automatic Scoring of English Speaking Test Using Automatic Speech Recognition

Abstract

In this paper, we propose an automatic scoring method for conversational English test using automatic speech recognition and machine learning techniques. We administered a mock English speaking test with 111 Japanese speakers. According to the experimental results using the data, the correlation between human expert scoring results and automatic scoring results was 0.825.