对论文《An Experimental Study on Speech Enhancement Based on Deep Neural Networks》的复现
1.用matlab运行get_data_mat.m,处理htk格式的对数功率谱文件,得到相应的.mat(scipy.io可读取)文件
2.将得到的.mat文件的10%用作测试集,90%用作训练集
3.运行PreTrain.py,用noisy_data对4层的神经网络(包括一个Gaussian-Bernoulli RBM 和两个Bernoulli-Bernoulli RBM)进行预训练
4.运行trainDnn.py,对整个神经网络(5层)进行微调
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