基于Python的深度学习的中文语音识别系统.zip

上传者: sheziqiong | 上传时间: 2023-04-20 22:05:31 | 文件大小: 108.4MB | 文件类型: ZIP
资源包含文件:设计报告word+源码及数据 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。 声学模型采用 CTC 进行建模,采用 CNN-CTC、GRU-CTC、FSMN 等模型 model_speech,采用 keras 作为编写框架。 详细介绍参考:https://biyezuopin.blog.csdn.net/article/details/122512802?spm=1001.2014.3001.5502

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