[Docs] Model_doc structure/clarity improvements (#26876)
* first batch of structure improvements for model_docs * second batch of structure improvements for model_docs * more structure improvements for model_docs * more structure improvements for model_docs * structure improvements for cv model_docs * more structural refactoring * addressed feedback about image processors
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@@ -36,15 +36,15 @@ state-of-the-art wav2vec 2.0 performance on the Librispeech (960h) and Libri-lig
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10h, 100h, and 960h fine-tuning subsets. Using a 1B parameter model, HuBERT shows up to 19% and 13% relative WER
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reduction on the more challenging dev-other and test-other evaluation subsets.*
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Tips:
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This model was contributed by [patrickvonplaten](https://huggingface.co/patrickvonplaten).
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# Usage tips
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- Hubert is a speech model that accepts a float array corresponding to the raw waveform of the speech signal.
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- Hubert model was fine-tuned using connectionist temporal classification (CTC) so the model output has to be decoded
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using [`Wav2Vec2CTCTokenizer`].
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This model was contributed by [patrickvonplaten](https://huggingface.co/patrickvonplaten).
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## Documentation resources
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## Resources
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- [Audio classification task guide](../tasks/audio_classification)
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- [Automatic speech recognition task guide](../tasks/asr)
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@@ -53,6 +53,9 @@ This model was contributed by [patrickvonplaten](https://huggingface.co/patrickv
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[[autodoc]] HubertConfig
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<frameworkcontent>
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<pt>
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## HubertModel
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[[autodoc]] HubertModel
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@@ -68,6 +71,9 @@ This model was contributed by [patrickvonplaten](https://huggingface.co/patrickv
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[[autodoc]] HubertForSequenceClassification
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- forward
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</pt>
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<tf>
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## TFHubertModel
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[[autodoc]] TFHubertModel
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@@ -77,3 +83,6 @@ This model was contributed by [patrickvonplaten](https://huggingface.co/patrickv
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[[autodoc]] TFHubertForCTC
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- call
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</tf>
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</frameworkcontent>
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