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Research on Speech Visualization Technology and Its Application in English Listening Teaching

机译:语音可视化技术及其在英语听力教学中的应用研究

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摘要

In order to improve the quality of English Listening Teaching, the characteristics analysis of speech signals in English Listening is taken based on speech visualization technology, and visualization research of speech in English listening teaching is realized. A listening speech signal feature extraction and recognition method is proposed based on sensing method of Mel frequency cepstral coefficients, the collected English speech signals are processed with action attributes matching of the pronunciation organs, MLP detector is used for information recognition and feature extraction of speech sounds, hierarchical artificial neural network is used for SSM decoding of the signal, the visual spectrum analysis of speech signals in English Listening Teaching is realized, the detection and recognition of English speech signal are obtained with matched filter detector, speech analysis and recognition ability of English listening teaching is improved, the expression ability of the matching features is stronger, the accuracy of speech recognition is better, and the application effect of English listening teaching is improved.
机译:为了提高英语听力教学的质量,基于语音可视化技术采集了英语聆听中语音信号的特点分析,实现了英语听力教学中言语的可视化研究。提出了一种基于MEL频率谱系齐的感测方法的聆听语音信号特征提取和识别方法,使用发音器官的动作属性处理收集的英语语音信号,MLP检测器用于信息识别和语音提取的特征提取,分层人工神经网络被用于信号的SSM进行解码,在英语听力教学语音信号的视觉频谱分析来实现,都与匹配滤波器检测器,语音分析和英语的识别能力,从而获得英语语音信号的检测和识别聆听教学得到改善,匹配功能的表达能力更强,语音识别的准确性更好,更好,提高了英语听力教学的应用效果。

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