DNN

代码说明：

  使用神经网络进行语音增强，包括语音特征提取，DNN，语音重构(Speech enhancement using neural networks)

文件列表：

DNN
DNN\config
DNN\config\list.txt
DNN\config\list120.txt
DNN\config\list120_short.txt
DNN\config\list600.txt
DNN\config\list600_short.txt
DNN\DATA
DNN\dnn
DNN\dnn\main
DNN\dnn\main\checkPerformanceOnData_no_print.m
DNN\dnn\main\checkPerformanceOnData_no_print_wiener.m
DNN\dnn\main\checkPerformanceOnData_save_IBM.m
DNN\dnn\main\checkPerformanceOnData_save_wiener.m
DNN\dnn\main\computeNetGradientNoRolling.m
DNN\dnn\main\dnn_train.m
DNN\dnn\main\forwardPass.m
DNN\dnn\main\forwardPass_diff_drop_ratio.m
DNN\dnn\main\funcDeepNetTrainNoRolling.m
DNN\dnn\main\getOutputFromNet.m
DNN\dnn\main\getOutputFromNetSplit.m
DNN\dnn\main\stoi.m
DNN\dnn\mvn_store.m
DNN\dnn\pretraining
DNN\dnn\pretraining\pretrainRBMStack.m
DNN\dnn\pretraining\trainRBM.m
DNN\dnn\run_every.m
DNN\dnn\utility
DNN\dnn\utility\batchComputeMeanStd.m
DNN\dnn\utility\compute_unit_activation.m
DNN\dnn\utility\compute_unit_gradient.m
DNN\dnn\utility\count_struct.m
DNN\dnn\utility\deltas.m
DNN\dnn\utility\format_print.m
DNN\dnn\utility\gather_net.m
DNN\dnn\utility\genBatchID.m
DNN\dnn\utility\getHITFA.m
DNN\dnn\utility\getMSE.m
DNN\dnn\utility\getNetParamStr.m
DNN\dnn\utility\initializeRandWSparse.m
DNN\dnn\utility\initRandW.m
DNN\dnn\utility\initRandWSparse.m
DNN\dnn\utility\make_labels.m
DNN\dnn\utility\make_window_buffer.m
DNN\dnn\utility\meanVarArmaNormalize_Test.m
DNN\dnn\utility\meanVarNormalize.m
DNN\dnn\utility\meanVarNormalize_Test.m
DNN\dnn\utility\mean_var_norm.m
DNN\dnn\utility\mean_var_norm_testing.m
DNN\dnn\utility\netRolling.m
DNN\dnn\utility\netUnRolling.m
DNN\dnn\utility\randInitNet.m
DNN\dnn\utility\randinitWbSparse.m
DNN\dnn\utility\relu.m
DNN\dnn\utility\relu_grad.m
DNN\dnn\utility\resyn
DNN\dnn\utility\resyn\cochleagram.m
DNN\dnn\utility\resyn\cochplot.m
DNN\dnn\utility\resyn\erb2hz.m
DNN\dnn\utility\resyn\f_af_bf_cf.mat
DNN\dnn\utility\resyn\gammatone.m
DNN\dnn\utility\resyn\hz2erb.m
DNN\dnn\utility\resyn\ibm.m
DNN\dnn\utility\resyn\loudness.m
DNN\dnn\utility\resyn\meddis.m
DNN\dnn\utility\resyn\synthesis.m
DNN\dnn\utility\sigmoid.m
DNN\dnn\utility\sigmoid_grad.m
DNN\dnn\utility\softmax.m
DNN\dnn\utility\unroll_struct.m
DNN\dnn\utility\zeroInitNet.m
DNN\gen_mixture
DNN\gen_mixture\generate_test_mix.m
DNN\gen_mixture\generate_train_mix.m
DNN\gen_mixture\get_all_noise_test.m
DNN\gen_mixture\get_all_noise_train.m
DNN\get_feat
DNN\get_feat\features
DNN\get_feat\features\ams
DNN\get_feat\features\ams\AMS_init_FFT.m
DNN\get_feat\features\ams\create_crit_filter.m
DNN\get_feat\features\ams\env_extraction_gmt_chan2.m
DNN\get_feat\features\ams\extract_AMS_perChan.m
DNN\get_feat\features\ams\get_amsfeature_chan_fast.m
DNN\get_feat\features\ams\mel.m
DNN\get_feat\features\cochleagram
DNN\get_feat\features\cochleagram\cochleagram.m
DNN\get_feat\features\cochleagram\erb2hz.m
DNN\get_feat\features\cochleagram\f_af_bf_cf.mat
DNN\get_feat\features\cochleagram\gammatone.m
DNN\get_feat\features\cochleagram\hz2erb.m
DNN\get_feat\features\cochleagram\ibm.m
DNN\get_feat\features\cochleagram\ideal.m
DNN\get_feat\features\cochleagram\loudness.m
DNN\get_feat\features\cochleagram\meddis.m
DNN\get_feat\features\cochleagram\synthesis.m
DNN\get_feat\features\cochleagram\wiener.m
DNN\get_feat\features\my_features_AmsRastaplpMfccGf.m
DNN\get_feat\features\rastamat
DNN\get_feat\features\rastamat\audspec.m