基于深度学习的中文语音识别系统(完整代码+报告+毕业设计).zip

上传者: 38735017 | 上传时间: 2023-03-02 18:14:02 | 文件大小: 108.36MB | 文件类型: ZIP
该系统实现了基于深度框架的语音识别中的声学模型和语言模型建模,其中声学模型包括CNN-CTC、GRU-CTC、CNN-RNN-CTC,语言模型包含transformer、CBHG,数据集包含stc、primewords、Aishell、thchs30四个数据集。 本项目现已训练一个迷你的语音识别系统,将项目下载到本地上,下载 thchs 数据集并解压至 data,运行 test.py,不出意外能够进行识别,结果如下: the 0 th example. 文本结果: lv4 shi4 yang2 chun1 yan1 jing3 da4 kuai4 wen2 zhang1 de di3 se4 si4 yue4 de lin2 luan2 geng4 shi4 lv4 de2 xian1 huo2 xiu4 mei4 shi1 yi4 ang4 ran2 原文结果: lv4 shi4 yang2 chun1 yan1 jing3 da4 kuai4 wen2 zhang1 de di3 se4 si4 yue4 de lin2 luan2 geng4 shi4 lv4 de2 xi

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