Does anybody have an implementation for denoising autoencoder (DAE) in matlab?

The Denoising Autoencoder was referred to in this paper: Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion. I am looking for a matlab code , if available.

Answer 1

[Raunak Gupta]

Hi,

Currently there is no directly implementation of stacked denoising Autoencoder function in MATLAB however you can train an Image Denoising Network with the help of dnCNNLayers which is a denoising convolutional neural network. This example mentions the full workflow using the same. Otherwise if you want to train stacked autoencoder you may look this example. For training a denoising stacked autoencoder you may do necessary tweaks needed for denoising in the original stacked autoencoder network.

Hope this provide a starting point for your work.

[ido ohel]

and if i need encoder decoder for speech enhancement?