[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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@@ -24,7 +24,10 @@ The official results of the model can be found in Table 3 and Table 4 of the pap
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The Wav2Vec2-Conformer weights were released by the Meta AI team within the [Fairseq library](https://github.com/pytorch/fairseq/blob/main/examples/wav2vec/README.md#pre-trained-models).
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Tips:
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This model was contributed by [patrickvonplaten](https://huggingface.co/patrickvonplaten).
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The original code can be found [here](https://github.com/pytorch/fairseq/tree/main/examples/wav2vec).
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## Usage tips
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- Wav2Vec2-Conformer follows the same architecture as Wav2Vec2, but replaces the *Attention*-block with a *Conformer*-block
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as introduced in [Conformer: Convolution-augmented Transformer for Speech Recognition](https://arxiv.org/abs/2005.08100).
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@@ -34,10 +37,7 @@ an improved word error rate.
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- Wav2Vec2-Conformer can use either no relative position embeddings, Transformer-XL-like position embeddings, or
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rotary position embeddings by setting the correct `config.position_embeddings_type`.
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This model was contributed by [patrickvonplaten](https://huggingface.co/patrickvonplaten).
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The original code can be found [here](https://github.com/pytorch/fairseq/tree/main/examples/wav2vec).
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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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