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Summary:
Checks download flag and raises error when dataset is missing given download flag exists. Unit tested manually.

edit: Changed path to check as well as comment that is returned.

Pull Request resolved: https://github.com/pytorch/audio/pull/2430

Reviewed By: carolineechen

Differential Revision: D36815729

Pulled By: skim0514

fbshipit-source-id: f062db7919271665b88ec9754d85cfa83b4f6fa3

Summary: Pull Request resolved: https://github.com/pytorch/audio/pull/2371

Reviewed By: xiaohui-zhang

Differential Revision: D36246167

Pulled By: carolineechen

fbshipit-source-id: 23042a1c393711864a18c9815d248c18d1d258b4

Summary:
Pull Request resolved: https://github.com/pytorch/audio/pull/2096

run: `arc lint --apply-patches --paths-cmd 'hg files -I "./**/*.py"'`

Reviewed By: mthrok

Differential Revision: D33297351

fbshipit-source-id: 7bf5956edf0717c5ca90219f72414ff4eeaf5aa8

Summary:
- Deprecates data utils (with warning that will be removed in v0.12)
- replaces all usages of `torchaudio.datasets.utils.download_url` with `torch.hub.download_url_to_file`
- replaces all MD5 hashes with SHA256 hash

#Addresses https://github.com/pytorch/audio/issues/1883

Pull Request resolved: https://github.com/pytorch/audio/pull/2073

Reviewed By: mthrok

Differential Revision: D33241756

Pulled By: jdsgomes

fbshipit-source-id: 49388ec5965bfc91d9a1d8d0786eeafb2969f6cf

Co-authored-by: krishnakalyan3 <skalyan@cloudera.com>

Co-authored-by: krishnakalyan3 <skalyan@cloudera.com>

Co-authored-by: lawrencechen <lawrencechen@devvm3189.vll0.facebook.com>

* add checksums

* checksum function changes

* function Docstring change

* checksums moved to Dataset Modules

* add CommonDataset Inline typing

* inline Typing librispeech

* add inline typing ljspeech

* add inline typing speechcommands

* add inline typing to vctk

* add inline typing yesno

* apply type to __getitem__
Co-authored-by: Vincent QB <vincentqb@users.noreply.github.com>

* LJ Speech dataset

* refactoring

as per @vincentqb's suggestions