GitLab

Summary:
* Port downstream change https://github.com/pytorch/tutorials/pull/2060
* Fix inter-tutorial links and references

Pull Request resolved: https://github.com/pytorch/audio/pull/2733

Reviewed By: hwangjeff

Differential Revision: D40086902

Pulled By: hwangjeff

fbshipit-source-id: 00b04c6a1b68fb9fadd52b610b26ecaab15d52d8

Summary:
https://output.circle-artifacts.com/output/job/213c71c8-c9b5-4516-af92-a2f8dab2c9fd/artifacts/0/docs/tutorials/streamwriter_advanced.html

Pull Request resolved: https://github.com/pytorch/audio/pull/2708

Reviewed By: carolineechen

Differential Revision: D40013310

Pulled By: mthrok

fbshipit-source-id: 7226b021ce2fe951b3bf0bd41e93a6bbcf696124

Summary:
Adopt `:autosummary:` to various modules

    * torchaudio.compliance.kaldi
    * torchaudio.sox_effects
    * torchaudio.utils

Pull Request resolved: https://github.com/pytorch/audio/pull/2664

Reviewed By: nateanl

Differential Revision: D39841873

Pulled By: mthrok

fbshipit-source-id: ff4fa6976324fca5f35b737b715f976e2a722bac

Summary:
The MuST-C reference is added in https://github.com/pytorch/audio/pull/2689. This PR adds the citation to the RNNT pipeline documentation.

Pull Request resolved: https://github.com/pytorch/audio/pull/2728

Reviewed By: carolineechen

Differential Revision: D39990882

Pulled By: nateanl

fbshipit-source-id: 011057952dd8aa30a4cb7c7af0ac75123e329d7e

Summary:
The file looks hopelessly outdated.

Pull Request resolved: https://github.com/pytorch/audio/pull/2730

Reviewed By: mthrok

Differential Revision: D39993805

Pulled By: kit1980

fbshipit-source-id: f5ad97c83873061175455cc7b129ec71a9ec3d7d

Summary:
Cuda 10.2 deprecation, migration of unit tests from cuda 10.2 to cuda 11.6

Pull Request resolved: https://github.com/pytorch/audio/pull/2724

Reviewed By: weiwangmeta

Differential Revision: D39912484

Pulled By: atalman

fbshipit-source-id: e760b630375eae94384cda68d24f83ef46ada6d9

Summary:
Revert this fot now untill docker is updated

Pull Request resolved: https://github.com/pytorch/audio/pull/2723

Reviewed By: nateanl

Differential Revision: D39900382

Pulled By: atalman

fbshipit-source-id: f8701e359bc11e8f9f3a29144f7e7da336a470da

Summary:
Removing cuda102

Pull Request resolved: https://github.com/pytorch/audio/pull/2715

Reviewed By: hwangjeff

Differential Revision: D39823444

Pulled By: atalman

fbshipit-source-id: c11d798ab86cf9a6d5ed3804958b4a0c2f8a87ff

Summary:
Example job that was failing previously:
https://app.circleci.com/pipelines/github/pytorch/audio/12796/workflows/ae96794a-6df4-4a2a-84df-ada7a7250045/jobs/927709

The failure:
```
"Detected that PyTorch and TorchAudio were compiled with different CUDA versions. "
RuntimeError: Detected that PyTorch and TorchAudio were compiled with different CUDA versions. PyTorch has CUDA version 11.7 whereas TorchAudio has CUDA version 11.6. Please install the TorchAudio version that matches your PyTorch version.
```

Has install command:
```
pip install $(ls ~/workspace/torchaudio*.whl) -f "https://download.pytorch.org/whl/${UPLOAD_CHANNEL}/torch_${UPLOAD_CHANNEL}.html"

# expands to:
pip install /c/Users/circleci/workspace/torchaudio-0.13.0.dev20220927+cu116-cp37-cp37m-win_amd64.whl -f https://download.pytorch.org/whl/nightly/torch_nightly.html
```

Linux job (succeeds) for uses different "-f" (find links) url, that includes specific cuda version:
https://app.circleci.com/pipelines/github/pytorch/audio/12809/workflows/aadca2ab-5a00-4a0a-ab6a-4a1b7a503713/jobs/927861

Command:
```
pip install $(ls ~/workspace/torchaudio*.whl) -f "https://download.pytorch.org/whl/${UPLOAD_CHANNEL}/${CU_VERSION}/torch_${UPLOAD_CHANNEL}.html"

# expands to:
 pip install /root/workspace/torchaudio-0.13.0.dev20220927+cu116-cp37-cp37m-linux_x86_64.whl -f https://download.pytorch.org/whl/nightly/cu116/torch_nightly.html

```

This PR makes Windows installation match the linux one.

Testing:
* verified command manually on Circle CI:
```
>>> import torch
>>> import torchaudio
C:\tools\miniconda3\lib\site-packages\torchaudio\compliance\kaldi.py:22: UserWarning: Failed to initialize NumPy: numpy.core.multiarray failed to import (Triggered internally at C:\actions-runner\_work\pytorch\pytorch\builder\windows\pytorch\torch\csrc\utils\tensor_numpy.cpp:77.)
  EPSILON = torch.tensor(torch.finfo(torch.float).eps)
C:\tools\miniconda3\lib\site-packages\torchaudio\backend\utils.py:62: UserWarning: No audio backend is available.
  warnings.warn("No audio backend is available.")
```

Co-authered: weiwangmeta

Pull Request resolved: https://github.com/pytorch/audio/pull/2721

Reviewed By: hwangjeff

Differential Revision: D39870805

Pulled By: izaitsevfb

fbshipit-source-id: 2957cba4f53d00783a5c07099f24050ce15e7d1c

Summary:
Pull Request resolved: https://github.com/pytorch/audio/pull/2718

Original commit changeset: 7e222d80ca07

Original Phabricator Diff: D39756852 (https://github.com/pytorch/audio/commit/7ba7cf4d24a2967b8fa4aaff437116524281f8fd)

Reviewed By: weiwangmeta

Differential Revision: D39839899

fbshipit-source-id: f5605eb9882f7c7f0008e88338ab711131b29404

Summary: Pull Request resolved: https://github.com/pytorch/audio/pull/2706

Reviewed By: kit1980

Differential Revision: D39786253

Pulled By: osalpekar

fbshipit-source-id: 2a0c427f57e5c70ff1cf419b7e0c2316e5f0e16c

Summary:
Conda version on circleCI prints following message:
```
==> WARNING: A newer version of conda exists. <==
  current version: 4.6.14
  latest version: 4.14.0
```
and as a result this error:

```
+ /c/tools/miniconda3/Scripts/conda.exe install -v -y -c pytorch-nightly -c nvidia pytorch numpy ffmpeg pytorch-cuda=11.6
Collecting package metadata: ...working... done
Solving environment: ...working...

Too long with no output (exceeded 30m0s): context deadline exceeded
```

This should update the conda version running on the system and allow us to install pytorch and run some tests.

Pull Request resolved: https://github.com/pytorch/audio/pull/2704

Reviewed By: weiwangmeta

Differential Revision: D39820037

Pulled By: atalman

fbshipit-source-id: 4a82a7a6cbe3dc1a5807ac669e2fa79f454037fa

Summary:
Remove linux wheel from circleci

Pull Request resolved: https://github.com/pytorch/audio/pull/2714

Reviewed By: weiwangmeta

Differential Revision: D39816121

Pulled By: atalman

fbshipit-source-id: a3c99b530896888d7b4271d8b3f27f3c986b3480

Summary:
`torch.version.cuda` can return a string of form X.X or X.X.X. This PR modifies the CUDA version check to account for this.

Pull Request resolved: https://github.com/pytorch/audio/pull/2710

Reviewed By: carolineechen, nateanl

Differential Revision: D39796810

Pulled By: hwangjeff

fbshipit-source-id: b483bd8200195844d65d0caddebaf1b10f939b64

Summary:
Adds check to ensure that TorchAudio and PyTorch versions use the same CUDA version.

Pull Request resolved: https://github.com/pytorch/audio/pull/2707

Reviewed By: mthrok

Differential Revision: D39791154

Pulled By: hwangjeff

fbshipit-source-id: de00889c7bac897c6b8762502f9d37797016b71d

Summary:
Pull Request resolved: https://github.com/pytorch/audio/pull/2700

ATT for pytorch/audio

Reviewed By: mthrok

Differential Revision: D39707243

fbshipit-source-id: 1dc2a5a9fe913a9071e6df679e39d632b75212fb

Summary:
This does 2 things:

Comments out Linux Wheels-related jobs in CircleCI so that they are not run on nightlies/releases.
Adds a GHA workflow that calls the build workflow in pytorch/test-infra.
Testing:
Verified that the builds are triggered by this workflow, and all builds are green: https://github.com/pytorch/audio/actions/runs/3109635749/jobs/5040029155

Pull Request resolved: https://github.com/pytorch/audio/pull/2702

Reviewed By: seemethere

Differential Revision: D39756852

Pulled By: osalpekar

fbshipit-source-id: 7e222d80ca0720e3be43b929f1e55f5c0166b947

Summary:
Since that new tutorials for StreamWriter are being added, there are more tutorials for media IO than the rest.
So this commit introduces sub-index for IO tutorials.

Pull Request resolved: https://github.com/pytorch/audio/pull/2703

Reviewed By: carolineechen

Differential Revision: D39769049

Pulled By: mthrok

fbshipit-source-id: 19a3981bc624fdce1d5d703c67e28a751a15e812

Summary:
* Introduce the mini-index at `torchaudio.datasets` page.
* Standardize the format of return type docstring.

https://output.circle-artifacts.com/output/job/989328b2-0270-4958-b577-19cf749af3fd/artifacts/0/docs/datasets.html

<img width="936" alt="Screen Shot 2022-09-21 at 6 56 52 PM" src="https://user-images.githubusercontent.com/855818/191475141-a97f2bea-705f-49bc-8c34-6ec869e76793.png">

https://output.circle-artifacts.com/output/job/989328b2-0270-4958-b577-19cf749af3fd/artifacts/0/docs/generated/torchaudio.datasets.CMUDict.html#torchaudio.datasets.CMUDict

<img width="1069" alt="Screen Shot 2022-09-21 at 6 57 32 PM" src="https://user-images.githubusercontent.com/855818/191475293-e3302528-27ea-4212-9c12-fd6d900fdf3e.png">

Pull Request resolved: https://github.com/pytorch/audio/pull/2692

Reviewed By: carolineechen

Differential Revision: D39687463

Pulled By: mthrok

fbshipit-source-id: 4175fc15388817d2fe76206188618dd1576281df

Summary:
* Fix Sphinx warning
* Update asset management

Pull Request resolved: https://github.com/pytorch/audio/pull/2701

Reviewed By: carolineechen

Differential Revision: D39714126

Pulled By: mthrok

fbshipit-source-id: a5b04cfbf8bedce67c621b6bfe1dcd975b343313

Summary:
Add metadata mode for the following SUPERB benchmark datasets
- QUESST14
- Fluent Speech Commands
- VoxCeleb1

follow ups:
- Add metadata mode for LibriMix -- waiting for unit tests to merge
- Add IEMOCAP + SNIPS datasets

Pull Request resolved: https://github.com/pytorch/audio/pull/2697

Reviewed By: mthrok

Differential Revision: D39666809

Pulled By: carolineechen

fbshipit-source-id: 3a8f07627acceed70f960f47e694efad75b108c2

Summary:
* Introduce the mini-index at `torchaudio.pipelines` page.
* Add introductions
* Update pipeline tutorials

https://output.circle-artifacts.com/output/job/ccc57d95-1930-45c9-b967-c8d477d35f29/artifacts/0/docs/pipelines.html

<img width="1163" alt="Screen Shot 2022-09-20 at 1 23 29 PM" src="https://user-images.githubusercontent.com/855818/191167049-98324e93-2e16-41db-8538-3b5b54eb8224.png">

<img width="1115" alt="Screen Shot 2022-09-20 at 1 23 49 PM" src="https://user-images.githubusercontent.com/855818/191167071-4770f594-2540-43a4-a01c-e983bf59220f.png">

https://output.circle-artifacts.com/output/job/ccc57d95-1930-45c9-b967-c8d477d35f29/artifacts/0/docs/generated/torchaudio.pipelines.RNNTBundle.html#torchaudio.pipelines.RNNTBundle

<img width="1108" alt="Screen Shot 2022-09-20 at 1 24 18 PM" src="https://user-images.githubusercontent.com/855818/191167123-51b33a5f-c30c-46bc-b002-b05d2d0d27b7.png">

Pull Request resolved: https://github.com/pytorch/audio/pull/2689

Reviewed By: carolineechen

Differential Revision: D39691253

Pulled By: mthrok

fbshipit-source-id: ddf5fdadb0b64cf2867b6271ba53e8e8c0fa7e49

Summary:
In https://github.com/pytorch/audio/issues/2694 CMakeLists.txt was not properly updated, so the tests are failing. This commit fix it.

Pull Request resolved: https://github.com/pytorch/audio/pull/2699

Reviewed By: carolineechen

Differential Revision: D39687409

Pulled By: mthrok

fbshipit-source-id: 2e14f3c478f1f8a112a03839f2dbcca51215fed7

Summary:
Pull Request resolved: https://github.com/pytorch/audio/pull/2694

This commit adds Tensor type as input to `StreamReader`.
The Tensor is interpreted as byte string buffer.

Reviewed By: hwangjeff

Differential Revision: D39467630

fbshipit-source-id: 6369eed5e16fbb657568bf6bb80d703483d72f8e

Summary:
* Introduce the mini-index at `torchaudio.models` page.

https://output.circle-artifacts.com/output/job/25e59810-3866-4ece-b1b7-8a10c7a2286d/artifacts/0/docs/models.html

<img width="1042" alt="Screen Shot 2022-09-20 at 1 20 50 PM" src="https://user-images.githubusercontent.com/855818/191166816-83314ad1-8b67-475b-aa10-d4cc59126295.png">

<img width="1048" alt="Screen Shot 2022-09-20 at 1 20 58 PM" src="https://user-images.githubusercontent.com/855818/191166829-1ceb65e0-9506-4328-9a2f-8b75b4e54404.png">

Pull Request resolved: https://github.com/pytorch/audio/pull/2690

Reviewed By: carolineechen

Differential Revision: D39654948

Pulled By: mthrok

fbshipit-source-id: 703d1526617596f647c85a7148f41ca55fffdbc8

Summary: Pull Request resolved: https://github.com/pytorch/audio/pull/2687

Reviewed By: mthrok

Differential Revision: D39647596

Pulled By: carolineechen

fbshipit-source-id: 8ff874fc1e828130f6754e83ce1f702ca13dfac0

Summary:
https://output.circle-artifacts.com/output/job/b23174d2-5cee-4ee9-be39-3228b9ae4abe/artifacts/0/docs/functional.html

<img width="1133" alt="Screen Shot 2022-09-20 at 11 19 23 AM" src="https://user-images.githubusercontent.com/855818/191152824-96c5b16c-bd38-4656-b1ae-0b58699dbd62.png">

Pull Request resolved: https://github.com/pytorch/audio/pull/2693

Reviewed By: carolineechen

Differential Revision: D39650930

Pulled By: mthrok

fbshipit-source-id: 28b5b03d21b922e37e02bfddda2bf1dea696cc18

Summary: Pull Request resolved: https://github.com/pytorch/audio/pull/2672

Reviewed By: atalman

Differential Revision: D39468320

Pulled By: mthrok

fbshipit-source-id: 0e7bd4fd922ba0db51700e140b95328a5b687a6f

Summary:
There is a single pre/post script needed for building torchaudio. This PR:
1. Removes the old conda-specific build script
2. Renames the wheel script to be a general name

Pull Request resolved: https://github.com/pytorch/audio/pull/2695

Reviewed By: kit1980

Differential Revision: D39631971

Pulled By: osalpekar

fbshipit-source-id: 52b49a6e792536b6264228c01ac356d247b18ea8

Summary:
* Introduce the mini-index at `torchaudio.transforms` page.
* Add "Augmentations" subsection.
* Also updated the overall introduction.

https://output.circle-artifacts.com/output/job/1b65246a-403c-4d2c-b97d-d1b582d8b4e5/artifacts/0/docs/transforms.html

<img width="721" alt="Screen Shot 2022-09-16 at 5 20 08 PM" src="https://user-images.githubusercontent.com/855818/190591795-97c169db-a95b-480a-8d3c-d80072efa045.png">

<img width="755" alt="Screen Shot 2022-09-16 at 5 20 28 PM" src="https://user-images.githubusercontent.com/855818/190591828-03026918-febd-4194-91aa-7d8f704e17cc.png">

Pull Request resolved: https://github.com/pytorch/audio/pull/2683

Reviewed By: carolineechen

Differential Revision: D39574255

Pulled By: mthrok

fbshipit-source-id: a4beed7cacbb5184bad96efa903a3a1123dab627

Summary:
* Adopts `:autosummary:` in decoder module doc
* Hide the constructor signature of `CTCDecoder` as `ctc_decoder` function is the one client code is supposed to be using.
* Introduce `children` property to `CTCDecoderLMState` otherwise it does not show up in the doc.

https://output.circle-artifacts.com/output/job/7aac5eb9-7d2d-4f63-bcdf-83a6f40b4e5a/artifacts/0/docs/models.decoder.html

<img width="748" alt="Screen Shot 2022-09-16 at 5 23 22 PM" src="https://user-images.githubusercontent.com/855818/190592409-0c2ec8a4-d2cf-4d76-a965-8a570faaeb1a.png">

https://output.circle-artifacts.com/output/job/7aac5eb9-7d2d-4f63-bcdf-83a6f40b4e5a/artifacts/0/docs/generated/torchaudio.models.decoder.CTCDecoder.html#torchaudio.models.decoder.CTCDecoder

<img width="723" alt="Screen Shot 2022-09-16 at 5 23 53 PM" src="https://user-images.githubusercontent.com/855818/190592501-3fad1e07-ae3e-44f5-93be-f33181025390.png">

Pull Request resolved: https://github.com/pytorch/audio/pull/2684

Reviewed By: carolineechen

Differential Revision: D39574272

Pulled By: mthrok

fbshipit-source-id: d977660bd46f5cf98c535adbf2735be896b28773

Summary:
This commit adopts :autosummary: directive to `torchaudio.io` module.
It adds table of contents on `torchaudio.io` level.

https://output.circle-artifacts.com/output/job/282089d1-c120-4d22-809f-0e0ac0947c37/artifacts/0/docs/io.html
<img width="1094" alt="Screen Shot 2022-09-16 at 7 33 32 AM" src="https://user-images.githubusercontent.com/855818/190520248-27e469f8-7689-4dc2-b591-7b3f08bb4dff.png">

https://output.circle-artifacts.com/output/job/282089d1-c120-4d22-809f-0e0ac0947c37/artifacts/0/docs/generated/torchaudio.io.StreamReader.html#torchaudio.io.StreamReader
<img width="1108" alt="Screen Shot 2022-09-16 at 7 33 59 AM" src="https://user-images.githubusercontent.com/855818/190520292-d090fed0-2f18-4961-b9f3-9e4808fd437e.png">

Pull Request resolved: https://github.com/pytorch/audio/pull/2681

Reviewed By: carolineechen

Differential Revision: D39560459

Pulled By: mthrok

fbshipit-source-id: 3de5f22b8d8d0834dfd8bac8619fbfaa44c5f4dd

Summary:
Usage setup-minicoda action for m1 build
We want to try to address space issues on m1. The following action:
```
pytorch/test-infra/.github/actions/setup-miniconda@main
```

Sets up miniconda in temp folder which should be cleaned between runs

Pull Request resolved: https://github.com/pytorch/audio/pull/2674

Reviewed By: jeanschmidt

Differential Revision: D39540481

Pulled By: atalman

fbshipit-source-id: 0596598ab6b2f99c775aa0c9e14a3a388533068d

Summary:
Previous versions of Sphinx reported wrong path for return class. This issue is fixed on the latest Sphinx.

It allows to remove the patch we apply in `conf.py`. This is essential for the adoptation of `:autosummary:`, as it won't render correctly with the patch.

https://output.circle-artifacts.com/output/job/19d93ede-08de-4b9e-9d66-67ca5dab964e/artifacts/0/docs/pipelines.html

Pull Request resolved: https://github.com/pytorch/audio/pull/2678

Reviewed By: carolineechen

Differential Revision: D39509447

Pulled By: mthrok

fbshipit-source-id: e104bc6a87f32cba6c549a9fe8f2d1e489ee27e4

Summary:
To follow the change related to Linux Foundation movement.

(we are still pinning the theme version so that our customization does not break randomly.)

Pull Request resolved: https://github.com/pytorch/audio/pull/2679

Reviewed By: carolineechen

Differential Revision: D39531566

Pulled By: mthrok

fbshipit-source-id: 64353577d05f9dbda00dd9d10b9ebcedddfdce5b

Summary:
Preparation for the adoptation of `autosummary`.

Replace `:footcite:` with `:cite:` and introduce dedicated reference page, as `:footcite:` does not work well with `autosummary`.

Example:

https://output.circle-artifacts.com/output/job/4da47ba6-d9c7-418e-b5b0-e9f8a146a6c3/artifacts/0/docs/datasets.html#cmuarctic

https://output.circle-artifacts.com/output/job/4da47ba6-d9c7-418e-b5b0-e9f8a146a6c3/artifacts/0/docs/references.html

Pull Request resolved: https://github.com/pytorch/audio/pull/2676

Reviewed By: carolineechen

Differential Revision: D39509431

Pulled By: mthrok

fbshipit-source-id: e6003dd01ec3eff3d598054690f61de8ee31ac9a

Summary: Pull Request resolved: https://github.com/pytorch/audio/pull/2675

Reviewed By: carolineechen

Differential Revision: D39515996

Pulled By: nateanl

fbshipit-source-id: 5824375f6a758af21b6ad6c635dd06081663644f

Summary:
Currently, the way feature badges are generated assumes that both documentations and the supported features page are on the same level from the root.

This does not work when we introduce `:autosummary:` which generates individual documentation pages one level below.

This commit changes it so that links to the supported features page are properly relative from the documentation level.

There is no appearance change from this commit.

Pull Request resolved: https://github.com/pytorch/audio/pull/2677

Reviewed By: carolineechen

Differential Revision: D39507451

Pulled By: mthrok

fbshipit-source-id: f18da4201f0eb747586be21c8bd9a958217aebc2

Summary:
modifications to ctc decoder LM docstrings on top of https://github.com/pytorch/audio/issues/2657

Pull Request resolved: https://github.com/pytorch/audio/pull/2658

Reviewed By: mthrok

Differential Revision: D39468921

Pulled By: carolineechen

fbshipit-source-id: c5497cc2fa22fb98a304d037e27c91bf68a9ad6a

Summary: Pull Request resolved: https://github.com/pytorch/audio/pull/2673

Reviewed By: mthrok

Differential Revision: D39507612

Pulled By: carolineechen

fbshipit-source-id: 3a9ee53f72cabd6e3085c76867017be4a6ed7f53