rnn_autoenc:带歌曲数据的RNN自动编码器解码器

上传者: 42170064 | 上传时间: 2023-04-13 10:12:27 | 文件大小: 180KB | 文件类型: ZIP
RNN自动编码器 我研究tensorflow和RNN&RNN autoenc和代码。 我使用的是midi文件中的音乐旋律数据。 内容 基本RNN RNN自动编码器(LSTM自动编码器)(参考: ) 描述 1.基本的RNN 我在张量流代码中实现了基本的RNN结构。 2. RNN自动编码器 我在张量流代码中实现了RNN自动编码器结构。 它由RNN编码器和RNN解码器组成。 编码器的最终状态用作通用自动编码器的压缩空间。 解码器的输入是学习时的学习数据序列,但是当用于输出时,输出返回到输入。 代码 模型(仍在编辑中) RNN_AE_model_decoder_dynamic:在张量流中使用动态rnn的模型 RNN_AE_model_decoder_feedback:使用带有for循环的单元格进行建模 火车:火车模型 测试:使用经过训练的模型生成新序列 util:实用程序代码

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