GitLab

Summary: Pull Request resolved: https://github.com/pytorch/audio/pull/3084

Reviewed By: mthrok

Differential Revision: D43550150

Pulled By: nateanl

fbshipit-source-id: 5c5e3d9461e375be202493e3399ff38ce5cd7690

Summary:
XLSR (cross-lingual speech representation) are a set of cross-lingual self-supervised learning models for generating cross-lingual speech representation. It was first proposed in https://arxiv.org/pdf/2006.13979.pdf which is trained on 53 languages (so-called XLSR-53). This PR supports more XLS-R models from https://arxiv.org/pdf/2111.09296.pdf that have more parameters (300M, 1B, 2B) and are trained on 128 languages.

Pull Request resolved: https://github.com/pytorch/audio/pull/2959

Reviewed By: mthrok

Differential Revision: D42397643

Pulled By: nateanl

fbshipit-source-id: 23e8e51a7cde0a226db4f4028db7df8f02b986ce

Summary:
Currently, the documentation page for `torchaudio.models` have separate sections for model definitions and factory functions.

The relationships between models and factory functions are not immediately clear.

This commit moves the list of factory functions to the list of models.

After:
 - https://output.circle-artifacts.com/output/job/242a9521-7460-4043-895b-9995bf5093b5/artifacts/0/docs/generated/torchaudio.models.Wav2Vec2Model.html

<img width="1171" alt="Screen Shot 2022-12-08 at 8 41 03 PM" src="https://user-images.githubusercontent.com/855818/206603743-74a6e368-c3cf-4b87-b854-518a95893f06.png">

Pull Request resolved: https://github.com/pytorch/audio/pull/2902

Reviewed By: carolineechen

Differential Revision: D41897800

Pulled By: mthrok

fbshipit-source-id: a3c01d28d80e755596a9bc37c951960eb84870b9

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