Speech Visualization Technology and Its Application in English Listening Teaching

Fang Li-xia
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引用次数: 2

Abstract

Effectively analyze and visualize speech signals is of great importance to enhance the quality of English listening teaching, therefore, in this paper, we aim to study on how to utilize the speech visualization technology in English listening teaching. Firstly, we discuss how to design the speech signal process and visualization system, and what features should be extracted from speech signals. Secondly, we exploit the Kernel principal component analysis to conduct dimensionality reduction, and visualize speech signals by computing coordinates of combined features. Thirdly, we introduce the speech visualization technology in English listening teaching, and experimental results demonstrate that listening ability of students can be significantly improved using speech visualization technology.
语音可视化技术及其在英语听力教学中的应用
有效地分析和可视化语音信号对提高英语听力教学质量具有重要意义,因此,本文旨在研究如何在英语听力教学中利用语音可视化技术。首先,我们讨论了如何设计语音信号处理和可视化系统,以及从语音信号中提取哪些特征。其次,利用核主成分分析进行降维,通过计算组合特征的坐标实现语音信号的可视化;再次,我们将语音可视化技术引入英语听力教学,实验结果表明,使用语音可视化技术可以显著提高学生的听力能力。
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