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@@ -30,8 +30,11 @@ We have pre-processed all audio files to a 16 kHz sampling rate and stored them
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  We recommend using the following commands to download the `confit/audioset-16khz-wds` dataset from HuggingFace.
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  The dataset is available in two versions:
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- - 20k: A smaller version with 20,550 clips for quick experimentation.
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- - 2m: The complete dataset with ~2 million clips.
 
 
 
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  ```bash
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  # For the 20k version
 
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  We recommend using the following commands to download the `confit/audioset-16khz-wds` dataset from HuggingFace.
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  The dataset is available in two versions:
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+ - balanced (20k): A smaller version with 20,550 clips for quick experimentation.
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+ - unbalanced (2m): The complete dataset with ~2 million clips.
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+ - eval (test): The test set with 18,886 clips.
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+
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+ > **_NOTE:_** Both the 20k (balanced) and 2m (unbalanced) versions share the same test set (eval).
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  ```bash
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  # For the 20k version