How can i Reshape columns for 34400x202 table

1 次查看(过去 30 天)
I'm trying to write a script for music genre classification. I have two different feature matrixes. First matrix takes 80 wav files for each genres. That makes 800 rows and 202 feature columns. My second feature matrix is wavelet. Wavelet feature matrix takes 80 wav files for each genres but it multiplies it by 43. And that makes 800*43 rows and 202 columns as well. How can i reshape it to 800 rows / 202 columns?
ads = audioDatastore(location,'IncludeSubFolders',true,'LabelSource','foldernames');
countEachLabel(ads)
rng(100);
ads = shuffle(ads);
[adsTrain,adsTest] = splitEachLabel(ads,0.8);
numTrain = countEachLabel(adsTrain)
numTest = countEachLabel(adsTest)
trainLabels = adsTrain.Labels;
testLabels = adsTest.Labels;
sn = waveletScattering('SignalLength',2^19,'SamplingFrequency',22050,'InvarianceScale',0.5);
N = 2^19;
batchsize = 64;
scTrain = [];
useGPU = true; % Set to true to use the GPU
while hasdata(adsTrain)
sc = helperbatchscatfeatures(adsTrain,sn,N,batchsize,useGPU);
scTrain = cat(3,scTrain,sc);
end
numTimeWindows = size(scTrain,2);
Nkeep=202; % size to keep
[~,npaths] = sn.paths();
Npaths = sum(npaths);
TrainFeaturesWavelet = permute(scTrain,[2 3 1]);
TrainFeaturesWavelet = reshape(TrainFeaturesWavelet,[],Npaths,1); % wavelet time scattering
TrainFeaturesWavelet = (TrainFeaturesWavelet(1:end,1:Nkeep));
numTrainSignals = numel(trainLabels);
trainLabelsWavelet = repmat(trainLabels,1,numTimeWindows);
trainLabelsWavelet = (reshape(trainLabelsWavelet',numTrainSignals*numTimeWindows,1));
I attached label matrices as png. My point is, in normal train label matrix it goes by blues, clas, disco.... But in wavelet, it goes by same variables but; blues*43 , clas*43, disco*43..
  2 个评论
Ömer Faruk Kilic
Ömer Faruk Kilic 2021-4-20
I mean, i have two different feature matrices. I want to get that 2 matrices in 1 matrix. But my first matrix is 800 rows 202 columns, second matrix is 800*43 rows and 202 columns as well. My second matrix uses same inputs by multiplying 43. I mean for the second matrix, first 80 rows has to be blues and second 80 disco... But it goes as 80*43=3440 rows for blues and 3440 rows for disco and it goes like that. I want to pretend that "multiplying 43" thing. at the end of the day i'm trying to get 1 matrix as 800 rows and 404 columns ---->
800x202 + 800x202
(first matrix) (second matrix which has 43 problem)

请先登录,再进行评论。

回答(0 个)

类别

Help CenterFile Exchange 中查找有关 Denoising and Compression 的更多信息

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by