renumics/dcase23-task2-enriched
Dataset Card for the Enriched "DCASE 2023 Challenge Task 2 Dataset". Dataset Summary Data-centric AI principles have become increasingly important for real-world use cases. At Renumics we believe that classical benchmark datasets and competitions should be extended to reflect this development. This is why we are publishing benchmark datasets with application-specific enrichments (e.g. embeddings, baseline results, uncertainties, label error scores). We hope this… See the full description on the dataset page: https://huggingface.co/datasets/renumics/dcase23-task2-enriched.
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updated spotlight_layouts
updated readme - replaced * by X
updated readme
updated readme
added lof scores computed with dev train and add train data separately.
removed baseline AE embeddings since dev split was faulty
added complete embeddings for add split
fixed bug in add metadata paths
added eval test tar
added add_metadata
changed version and removed files
modified dev and eval tar
updated readme
added tar and embeddings fro dev and eval split
Update readme
Update README.md
Update README.md
Update README.md
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added Baseline AE embeddings (PCA)
updated readme to include notice for datasets[audio] installation
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remove index from csv
fix metadata
added features
streaming flag
fix
re-enable streaming
streaming fix
removed byte load in audio
old metadata
rollback
fix
added read bytes
fixed code in readme
added second screenshot
corrected layout dict
Updated readme
add anomaly score, update readme
removed bytes in audio
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anomaly scores for all training samples added
added baseline predictions
removed lock files
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Update README.md
streaming embeddings
fix bug when streaming
modified dataset building script to load embeddings as List[Value(float)] -> ds.to_pandas() compatible