huggingface / huggingface/audio-transformers-course

Suggestion to add shape info in preprocessing

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Description

In the section about [preprocessing](https://huggingface.co/learn/audio-course/chapter1/preprocessing#preprocessing-audio-data), it would be useful to add type/shape information of data produced after pre processing the data.

Specifically, https://github.com/huggingface/audio-transformers-course/blob/ac81306fb8822fa8c4e2a43748be8ba31d8bb043/chapters/en/chapter1/preprocessing.mdx#L186 here it be very useful to add as a comment what is the type/shape of `input_features`. Is it 3d array of floats like [time, freq, ampl] ?

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Research direction

Open chapters/en/chapter1/preprocessing.mdx around line 186 and review the preprocessing section and the `input_features` example. Check the surrounding course material or referenced preprocessing behavior to confirm the data type and shape, then document that information where requested. Done means the example clearly explains the produced `input_features` structure.

Written by the indexing model from the issue text.

Assessment

Tech stack
huggingface
Domain
documentation
Issue type
Documentation
Difficulty
2/5
Estimated time
1-3 hours
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
45/100

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