All the weight files are ported from Openl3 Openl3 Library
We import the weights of Spectogram and Melspectgrom layer as Numpy array and then load in Pytorch model.
Except these layers for all layers we used MMdnn to import the weights from keras to Pytorch.
After loading the weights in model we save the model weights in .pth.tar files.