Comments (1)
Hi Wenjie! I'm glad you're finding this interesting!
In regard to data preparation, you're right that there is a README in each folder. Really, that was just supposed to be a placeholder in the GitHub repository because I can't upload all of TIMIT into those folders. I was expecting that users would know to delete them locally, but I probably could have been more explicit about that.
As for the model training, it looks like this has to do with the new AD being used in Flux, Zygote. It doesn't seems to support array mutation in its master branch yet (FluxML/Zygote.jl#61). Fixing this script would require either choosing to use Tracker.jl instead of Zygote for automatic differentiation or, preferably, to rewrite the BLSTM layer to not have mutation. I'm not sure which of those options is more feasible for me at the moment though.
Theoretically, the script should work with older versions of Flux (older than 0.10.0 where Zygote was introduced).
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