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An Oral English Training Method Based on Big Data Analysis

机译:基于大数据分析的英语口语训练方法

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Oral English training is a crucial part in English teaching. How to fully exploit information technology and big data technology to promote the quality of oral English training has attracted more and more attention. In this paper, we aim to propose a novel oral English training method based on big data analysis. In particular, there are two main considerations in this paper, that is, 1) what information services and support for a specific user and which page content is arranged, and 2) the identity worker with the unique identity of different ID. Afterwards, we discuss how to utilize the hidden Markov model to achieve speech recognition, which is a key module in this proposed system. Finally, experimental results prove that the proposed solution can obtain high accuracy of speech recognition, and then enhance users' scores on English course.
机译:口语培训是英语教学中至关重要的部分。如何充分利用信息技术和大数据技术来提高口语训练的质量已引起越来越多的关注。本文旨在提出一种基于大数据分析的新型口语训练方法。特别是,本文有两个主要考虑因素,即:1)为特定用户提供哪些信息服务和支持以及安排了哪些页面内容,以及2)具有不同ID的唯一标识的标识工作者。然后,我们讨论如何利用隐马尔可夫模型实现语音识别,这是该系统的关键模块。最后,实验结果表明,该方案能够获得较高的语音识别精度,进而提高用户在英语课程中的得分。

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