I assume you are using the torchaudio library.  The root should be a folder not a file.  Otherwise, you’ll have to make a custom torch.utils.data.Dataset.  Also, did you check to see that it actually downloads the files?  The VCTK dataset is very large and takes a long time to download.  You should probably just run the first line in a REPL and see if the dataset gets downloaded correctly.