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@@ -77,6 +77,12 @@ Once a year, the [DCASE community](https://dcase.community/) publishes a [challe
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  The enrichments allow you to quickly gain insights into the dataset. The open source data curation tool Renumics Spotlight enables that with just a few lines of code:
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  Load the dataset from huggingface in your notebook:
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  ```jupyterpython
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  import datasets
@@ -84,11 +90,6 @@ import datasets
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  dataset = datasets.load_dataset("renumics/dcase23-task2-enriched", "dev", split="all", streaming=False)
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  ```
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- Install soundfile and Spotlight via [pip](https://packaging.python.org/en/latest/key_projects/#pip):
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- ```jupyterpython
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- !pip install renumics-spotlight soundfile
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- ```
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-
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  Start exploring with a simple view that leverages embeddings to identify relevant data segments:
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  ```jupyterpython
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  from renumics import spotlight
 
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  The enrichments allow you to quickly gain insights into the dataset. The open source data curation tool Renumics Spotlight enables that with just a few lines of code:
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+ Install datasets and Spotlight via [pip](https://packaging.python.org/en/latest/key_projects/#pip):
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+ ```jupyterpython
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+ !pip install renumics-spotlight datasets[audio]
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+ ```
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+ > **_Notice:_** On Linux, non-Python dependency on libsndfile package must be installed manually. See [Datasets Docs](https://huggingface.co/docs/datasets/installation#audio) for more information.
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+
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  Load the dataset from huggingface in your notebook:
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  ```jupyterpython
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  import datasets
 
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  dataset = datasets.load_dataset("renumics/dcase23-task2-enriched", "dev", split="all", streaming=False)
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  ```
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  Start exploring with a simple view that leverages embeddings to identify relevant data segments:
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  ```jupyterpython
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  from renumics import spotlight