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* Fix MelScale test and documentation

* revert change to tests

Skip librosa consistency test. unittest need one-line skip condition.

* Simpler amplitude_to_DB

* flake8

* use binaries just built for smoke test

* to trigger tests on PR

* trigger tests

* different build has different test

* test good, now move to official

* test good, now move to official

* Initial commit for SoX logic in VCTK

* change to train whistle file for tests

* apply probability

* adding smoke test

* adding smoke test

* fix config.yml

* trigger smoke test

* test aws erc credential

* test aws erc credential

* test aws erc credential

* test aws erc credential

* adding ecr cred

* test aws erc credential

* test aws erc credential

* test aws erc credential - different way

* test aws erc credential - different way #2

* test aws erc credential - different way #3

* test aws erc credential - different way #4

* test aws #1

* test aws erc credential, after enabling circleci setting

* fixing conda init

* add verbose output for smoke test

* add docker image build workflow

* add docker image build workflow

* fix aws ecr login

* use images build from circelci

* ready for review

* updated Readme with instructions on nightly install, also updated docker image which can make nightlies installed via pip pass

* nit

* reduce size

* fixing errors in docstring.

* move batch to functional.

* since we no longer use decoration, this fixes #165.

* remove import of _docs.

* sync docs with functionals.

* Adding transforms to documentations. Moving augmentations in transforms.

* nn.Module.

* generalizing spectrogram test.

* adding test to compile functionals.

* add cuda/cpu compilation test.

* adding transform test.

* remove standalone jit file.

* update mel scale.

* remove script decorator.

* apply to augmentations too.

* batching for transforms.

* test for batching.

* update readme.

* STFT transform and function from #285

* merge options in existing functionality.

* remove dimension 2 check. add test.

* using ...

* update spectrogram test.

* resume download, validate with md5 or sha256.

* split stream from saving. detect filename.

* validate at end too. check file size again.

* validate now operates on file object.

* expose choices of hash.

* OSS Automated Fix: Addition of Contributing

* close file.

* staying with datapoints as tuples until further notice.

* loading tsv as dict.

* BackgroundGenerator
* renaming disk cache.

Add peaking equalizer filter in functional.py and test it in test_functional_filter.py.

* add linearity test for istft
* one test needs to be relaxed from atol=1e-6 to atol=1e-5

* pitch detection validation.
* make torchscriptable.

Fix test for datasets.

This reverts commit 962c6b0f.

* new dataset format.
* add basic test.
* files for testing.
* serialization using torch.
* add diskcache.
* adding deprecation warnings.
* removing legacy.
* warning about transforms.
* detecting file format using reader.

Signed-off-by: Edward Z. Yang <ezyang@fb.com>

* Fixed create_fb_matrix filter bank behavior for fmin/fmax
* add better test for f_min close to f_max
* added one more test for f_min > f_max
* adding one more test

* Updated URL for downloading flac, changed http to https download
* Removed comments that are documented in the code

* Add explicit signature for Sphinx autodoc when function wrapped by @torch.jit.script