Revert task removal in folder-based builders
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2022-09-30T14:57:27Z
https://github.com/huggingface/datasets/pull/5051#issuecomment-1263684112
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2022-10-03T12:23:35Z
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Reverts the removal of `task_templates` in the folder-based builders. I also added the `AudioClassifaction` task for consistency.

This is needed to fix https://github.com/huggingface/transformers/issues/19177.

I think we should soon deprecate and remove the current task API (and investigate if it's possible to integrate the `train eval index` API), but we need to update the Transformers examples before that so we don't break them.

cc @NielsRogge 