智能手机英语语音综合训练系统的设计

Xiuhui Hao
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引用次数: 0

摘要

智能手机软件具有资源丰富、操作简单的特点,已经成为外语学习的重要工具。本文研究了智能手机英语语音综合训练系统的关键技术。首先,文本到语音的转换,结合语言学和心理学的知识,在计算机等硬件环境的支持下,将文本信息转换成自然的语音流。其次,基于神经网络的韵律生成可以通过模拟学习自发掌握韵律规则,并在语音和语言中建立韵律之间的数据关联,从而满足韵律处理的要求。第三,基于神经网络的语音识别以数据预处理和语音特征提取为基础,使用双向递归神经网络可以获得更准确的数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of English Speech Comprehensive Training System for Smart Phone
Smartphone software has the characteristics of abundant resources and simple operation, and has become an important tool for foreign language learning. This paper studies the key technologies of the English phonetic comprehensive training system for smartphones. First, text-to-speech conversion, combined with knowledge of linguistics and psychology, with the support of computer and other hardware environments, converts text information into natural speech streams. Second, the prosody generation based on neural network can spontaneously master prosody rules through simulation learning, and establish data association between prosody in speech and language, so as to meet the requirements of prosody processing. Third, speech recognition based on neural network is based on data preprocessing and speech feature extraction, and more accurate data can be obtained by using bidirectional recurrent neural network.
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