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fix: Mention quantized Whisper in docs (#707)
## Description <!-- Provide a concise and descriptive summary of the changes implemented in this PR. --> ### Introduces a breaking change? - [ ] Yes - [ ] No ### Type of change - [ ] Bug fix (change which fixes an issue) - [ ] New feature (change which adds functionality) - [ ] Documentation update (improves or adds clarity to existing documentation) - [ ] Other (chores, tests, code style improvements etc.) ### Tested on - [ ] iOS - [ ] Android ### Testing instructions <!-- Provide step-by-step instructions on how to test your changes. Include setup details if necessary. --> ### Screenshots <!-- Add screenshots here, if applicable --> ### Related issues <!-- Link related issues here using #issue-number --> ### Checklist - [ ] I have performed a self-review of my code - [ ] I have commented my code, particularly in hard-to-understand areas - [ ] I have updated the documentation accordingly - [ ] My changes generate no new warnings ### Additional notes <!-- Include any additional information, assumptions, or context that reviewers might need to understand this PR. -->
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docs/versioned_docs/version-0.6.0/02-hooks/01-natural-language-processing/useSpeechToText.md

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## Supported models
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| Model | Language |
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| ------------------------------------------------------------------ | :----------: |
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| [whisper-tiny.en](https://huggingface.co/openai/whisper-tiny.en) | English |
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| [whisper-tiny](https://huggingface.co/openai/whisper-tiny) | Multilingual |
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| [whisper-base.en](https://huggingface.co/openai/whisper-base.en) | English |
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| [whisper-base](https://huggingface.co/openai/whisper-base) | Multilingual |
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| [whisper-small.en](https://huggingface.co/openai/whisper-small.en) | English |
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| [whisper-small](https://huggingface.co/openai/whisper-small) | Multilingual |
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| Model | Language |
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| ---------------------------------------------------------------------------- | :----------: |
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| [whisper-tiny.en](https://huggingface.co/openai/whisper-tiny.en) | English |
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| [whisper-tiny.en (quantized)](https://huggingface.co/openai/whisper-tiny.en) | English |
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| [whisper-tiny](https://huggingface.co/openai/whisper-tiny) | Multilingual |
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| [whisper-base.en](https://huggingface.co/openai/whisper-base.en) | English |
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| [whisper-base](https://huggingface.co/openai/whisper-base) | Multilingual |
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| [whisper-small.en](https://huggingface.co/openai/whisper-small.en) | English |
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| [whisper-small](https://huggingface.co/openai/whisper-small) | Multilingual |
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## Benchmarks
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### Model size
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| Model | XNNPACK [MB] |
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| ---------------- | :----------: |
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| WHISPER_TINY_EN | 151 |
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| WHISPER_TINY | 151 |
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| WHISPER_BASE_EN | 290.6 |
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| WHISPER_BASE | 290.6 |
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| WHISPER_SMALL_EN | 968 |
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| WHISPER_SMALL | 968 |
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| Model | XNNPACK [MB] |
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| ------------------------- | :----------: |
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| WHISPER_TINY_EN | 151 |
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| WHISPER_TINY_EN_QUANTIZED | 45 |
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| WHISPER_TINY | 151 |
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| WHISPER_BASE_EN | 290.6 |
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| WHISPER_BASE | 290.6 |
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| WHISPER_SMALL_EN | 968 |
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| WHISPER_SMALL | 968 |
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### Memory usage
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