I am reading the documentation on this topic Deep Learning Denoise. After this line my computer is not responding.
[targets,predictors] = gather(targets,predictors);
Error: Out of memory.
I change number of dataset in this line to 300 and all works good
adsTrain = audioDatastore(fullfile(dataFolder,'train'),'IncludeSubfolders',true);
reduceDataset = true;
adsTrain = shuffle(adsTrain);
adsTrain = subset(adsTrain,1:1000);
but sometimes i get this Error.
How can I examine the entire dataset if it is really big (87000 files). Or at least 1000. I read the documentation about gather (), but I still don't understand how to get around this Error.