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基于语音增强的改进型英语课堂交互系统的研究

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针对复杂噪声环境下英语课堂交互系统语音识别性能下降的问题,文章提出将双路Transformer语音增强网络作为降噪模块引入该系统,通过对噪声环境下的英语语音数据进行降噪增强,提升英语交互系统的语音识别准确性.搭建实验环境对改进的方式进行验证,实验结果表明,改进后的方式能够有效提升复杂噪声环境下英语课堂交互系统的语音识别准确性.
Research on the Improved English Classroom Interaction System Based on Speech Enhancement
In order to solve the problem that the speech recognition performance of English classroom interactive system is declining in complex noise environment,a two-way Transformer speech enhancement network is introduced into the system,and the speech recognition accuracy of English interactive system is improved by noise reduction and enhancement of English speech data in noise environment.An experimental environment is set up to verify the improved method.The experimental results show that the improved method can effectively improve the accuracy of speech recognition of English classroom interaction system in complex noise environment.

speech enhancementcomplex noiseEnglish classroominteractive systems

张丽华、王志梅

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齐鲁医药学院,山东 淄博 255300

语音增强 复杂噪声 英语课堂 交互系统

2024

电声技术
电视电声研究所(中国电子科技集团公司第三研究所)

电声技术

影响因子:0.259
ISSN:1002-8684
年,卷(期):2024.48(2)
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