Use `Audio` features for `AutomaticSpeechRecognition` task template
MEMBER
I'm just retaking and working on #2324. 😉 
2021-06-22T15:16:50Z
https://github.com/huggingface/datasets/issues/2536#issuecomment-866074569
https://api.github.com/repos/huggingface/datasets/issues/2536
MDEyOklzc3VlQ29tbWVudDg2NjA3NDU2OQ==
https://api.github.com/repos/huggingface/datasets/issues/comments/866074569/reactions
2021-06-22T15:16:50Z
https://api.github.com/repos/huggingface/datasets/issues/comments/866074569
https://avatars.githubusercontent.com/u/8515462?v=4
https://api.github.com/users/albertvillanova/events{/privacy}
https://api.github.com/users/albertvillanova/followers
https://api.github.com/users/albertvillanova/following{/other_user}
https://api.github.com/users/albertvillanova/gists{/gist_id}
https://github.com/albertvillanova
albertvillanova
MDQ6VXNlcjg1MTU0NjI=
https://api.github.com/users/albertvillanova/orgs
https://api.github.com/users/albertvillanova/received_events
https://api.github.com/users/albertvillanova/repos
https://api.github.com/users/albertvillanova/starred{/owner}{/repo}
https://api.github.com/users/albertvillanova/subscriptions
User
https://api.github.com/users/albertvillanova
public
COLLABORATOR
Resolved via https://github.com/huggingface/datasets/pull/4006.
2022-06-01T17:18:16Z
https://github.com/huggingface/datasets/issues/2536#issuecomment-1143901701
https://api.github.com/repos/huggingface/datasets/issues/2536
IC_kwDODunzps5ELo4F
https://api.github.com/repos/huggingface/datasets/issues/comments/1143901701/reactions
2022-06-01T17:18:16Z
https://api.github.com/repos/huggingface/datasets/issues/comments/1143901701
https://avatars.githubusercontent.com/u/47462742?v=4
https://api.github.com/users/mariosasko/events{/privacy}
https://api.github.com/users/mariosasko/followers
https://api.github.com/users/mariosasko/following{/other_user}
https://api.github.com/users/mariosasko/gists{/gist_id}
https://github.com/mariosasko
mariosasko
MDQ6VXNlcjQ3NDYyNzQy
https://api.github.com/users/mariosasko/orgs
https://api.github.com/users/mariosasko/received_events
https://api.github.com/users/mariosasko/repos
https://api.github.com/users/mariosasko/starred{/owner}{/repo}
https://api.github.com/users/mariosasko/subscriptions
User
https://api.github.com/users/mariosasko
public
In #2533 we added a task template for speech recognition that relies on the file paths to the audio files. As pointed out by @SBrandeis this is brittle as it doesn't port easily across different OS'. 

The solution is to use dedicated `Audio` features when casting the dataset. These features are not yet available in `datasets`, but should be included in the `AutomaticSpeechRecognition` template once they are.