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  # Dataset Description
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- Detailed description of the dataset.
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  ## Data Fields
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  - `id`: unique identifier for each conversation.
 
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  # Dataset Description
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+ This dataset includes manually annotated metadata linking audio files to transcriptions, emotions, and other attributes. The `test_freq.parquet` file contains these links and metadata.
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  ## Data Fields
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  - `id`: unique identifier for each conversation.