Return attention mask in ASR pipeline to avoid warnings

[Rocketknight1]

cc @sanchit-gandhi - this PR just sets return_attention_mask=True on the preprocessors in the automatic_speech_recognition pipeline to avoid warnings caused by missing attention masks. It works okay in my testing, but please let me know if you think it could cause any problems!

Fixes #33498

[Vaibhavs10]

cc: @ylacombe here

[ylacombe]

Hey @Rocketknight1, thanks for opening the PR!
In theory, I don't see any problems with this fix, have you been able to run every slow ASR pipeline tests here ?

[Rocketknight1]

@ylacombe there are some slow tests that I can't get working on my local machine (even on main). However, of the tests that run, they all work with this PR as well!

[ylacombe]

Let me know if you want me to run them!

[Rocketknight1]

@ylacombe Sure!

[ylacombe]

So, I've first opened a PR to fix some of the slow tests that were not passing due to how data was loaded #33545.
Your PR doesn't add any failing tests as compared to main and the changes make sense, so I think it should be ok to merge !

[Rocketknight1]

Okay, cool! cc @LysandreJik for core maintainer review.

[LysandreJik]

Thanks for the PR @Rocketknight1!

[monica-sekoyan]

Hi @Rocketknight1,
I think return_attention_mask should also be added to chunk_iter function, so the warning will be removed even when we specify chunk_length_s.

[Holmes-GU]

cc @sanchit-gandhi - this PR just sets return_attention_mask=True on the preprocessors in the automatic_speech_recognition pipeline to avoid warnings caused by missing attention masks. It works okay in my testing, but please let me know if you think it could cause any problems!

Fixes #33498

Hi, where can I set return_attention_mask=True?