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An Oral English Training Method Based on Big Data Analysis

机译:基于大数据分析的口语英语培训方法

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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:口语英语培训是英语教学的关键部分。如何充分利用信息技术和大数据技术推动口语口语培训的质量吸引了越来越多的关注。在本文中,我们的目标是提出基于大数据分析的新型口语英语培训方法。特别地,本文存在两个主要考虑因素,即1)对特定用户的信息服务和支持哪些信息服务以及哪个页面内容被安排,以及2)具有不同ID的唯一标识的标识工作者。之后,我们讨论如何利用隐马尔可夫模型来实现语音识别,这是该提出的系统中的一个关键模块。最后,实验结果证明,该解决方案可以获得高精度的语音识别,然后加强英语课程的用户得分。

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