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Torch implementation for audio neural style.

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It will be helpful if you add documentation to the code especially invert_spectrogram.py

I tried porting the code to PyTorch, specifically the Tensorflow version. The latter works perfectly. But with PyTorch when I use optim.LBFGS, I run into exploding gradients/no updates on the...

When attempting to use the texture synthesis example, I get the following error (line 424 is the code line that is loading the parameter means file): ``` /Users/mz2/torch/install/bin/luajit: /Users/mz2/torch/install/share/lua/5.1/torch/File.lua:375: unknown...