基于模糊度量和语音识别技术的英语口语评价算法

M. Guo
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引用次数: 0

摘要

英语口语评价作为英语教学的重要组成部分,对促进学生学习英语起着重要的作用。建立多元化的大学英语口语评价体系,有利于改变传统的总结性评价模式,促进大学英语改革的顺利进行,有利于整体教育改革的深入开展。模糊测度理论抛弃了经典测度理论中对可加性的要求。在广义可加性概念的基础上,弱化了可加性的条件,使其具有新的可加性意义。随着深度学习的发展,语音识别技术发生了巨大的技术变革,其中声学模型从传统的高斯混合模型逐渐发展到神经网络模型。本文分析了语音识别技术和模糊度量规则,构建了英语口语评价体系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Oral English Evaluation Algorithm Based on Fuzzy Measures and Speech Recognition Technology
As an important part of English teaching, oral English evaluation plays an important role in promoting students to learn English. The establishment of a diversified oral college English evaluation system is conducive to changing the traditional summative evaluation model, promoting the smooth progress of college English reform, and facilitating the in-depth development of the overall education reform. Fuzzy measure theory abandons the requirement of additivity in classical measure theory. On the basis of the concept of generalized additivity, the condition of additivity is weakened to make it additive in the new sense. With the development of deep learning, speech recognition technology has undergone tremendous technological changes, in which the acoustic model has gradually developed from the traditional Gaussian mixture model to the neural network model. In this paper, the speech recognition technology and fuzzy measure rules are analyzed, and the evaluation system of spoken English is constructed.
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