removed baseline AE embeddings since dev split was faulty
Browse files- 7690148_urls.txt +0 -7
- README.md +2 -5
- data/MIT_ast-finetuned-audioset-10-10-0.4593-embeddings_dev_train.npz +2 -2
- data/PCA_REDUCED_dcase2023_task2_baseline_ae-embeddings_dev_test.npz +0 -3
- data/PCA_REDUCED_dcase2023_task2_baseline_ae-embeddings_dev_train.npz +0 -3
- data/dev_metadata.csv +2 -2
- data/dev_test.tar.gz +2 -2
- data/dev_train.tar.gz +2 -2
- dcase23-task2-enriched.py +0 -7
7690148_urls.txt
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https://zenodo.org/record/7690148/files/dev_bearing.zip
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https://zenodo.org/record/7690148/files/dev_fan.zip
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https://zenodo.org/record/7690148/files/dev_gearbox.zip
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https://zenodo.org/record/7690148/files/dev_slider.zip
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https://zenodo.org/record/7690148/files/dev_ToyCar.zip
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https://zenodo.org/record/7690148/files/dev_ToyTrain.zip
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https://zenodo.org/record/7690148/files/dev_valve.zip
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README.md
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@@ -97,7 +97,7 @@ from renumics import spotlight
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df = dataset.to_pandas()
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simple_layout = datasets.load_dataset_builder("renumics/dcase23-task2-enriched", "dev").config.get_layout(config="simple")
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spotlight.show(df, dtype={'path': spotlight.Audio, "embeddings_ast-finetuned-audioset-10-10-0.4593": spotlight.Embedding
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```
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You can use the UI to interactively configure the view on the data. Depending on the concrete taks (e.g. model comparison, debugging, outlier detection) you might want to leverage different enrichments and metadata.
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@@ -108,7 +108,7 @@ In this example we focus on the valve class. We specifically look at normal data
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from renumics import spotlight
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extended_layout = datasets.load_dataset_builder("renumics/dcase23-task2-enriched", "dev").config.get_layout(config="extended")
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spotlight.show(df, dtype={'path': spotlight.Audio, "embeddings_ast-finetuned-audioset-10-10-0.4593": spotlight.Embedding
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```
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![Analyze DCASE23 Task 2 with Spotlight](data/preview_dcase_2.png "Analyze DCASE23 Task 2 with Spotlight")
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@@ -157,9 +157,6 @@ a ClassLabel for the label and a ClassLabel for the class.
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'ast-finetuned-audioset-10-10-0.4593-embeddings': [0.8152204155921936,
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1.5862374305725098, ...,
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1.7154160737991333]
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'embeddings_dcase2023_task2_baseline_ae': [12.602639198303223,
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16.997364044189453, ...,
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-0.20931333303451538]
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}
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```
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df = dataset.to_pandas()
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simple_layout = datasets.load_dataset_builder("renumics/dcase23-task2-enriched", "dev").config.get_layout(config="simple")
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spotlight.show(df, dtype={'path': spotlight.Audio, "embeddings_ast-finetuned-audioset-10-10-0.4593": spotlight.Embedding}, layout=simple_layout)
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```
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You can use the UI to interactively configure the view on the data. Depending on the concrete taks (e.g. model comparison, debugging, outlier detection) you might want to leverage different enrichments and metadata.
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from renumics import spotlight
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extended_layout = datasets.load_dataset_builder("renumics/dcase23-task2-enriched", "dev").config.get_layout(config="extended")
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spotlight.show(df, dtype={'path': spotlight.Audio, "embeddings_ast-finetuned-audioset-10-10-0.4593": spotlight.Embedding}, layout=extended_layout)
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```
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![Analyze DCASE23 Task 2 with Spotlight](data/preview_dcase_2.png "Analyze DCASE23 Task 2 with Spotlight")
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'ast-finetuned-audioset-10-10-0.4593-embeddings': [0.8152204155921936,
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1.5862374305725098, ...,
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1.7154160737991333]
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}
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```
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data/MIT_ast-finetuned-audioset-10-10-0.4593-embeddings_dev_train.npz
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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version https://git-lfs.github.com/spec/v1
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oid sha256:dbd45c137c74cd2175ca1fb5e5ab64ba0ddda8a00194d0111fc65abeff69c39e
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size 43958482
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data/PCA_REDUCED_dcase2023_task2_baseline_ae-embeddings_dev_test.npz
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version https://git-lfs.github.com/spec/v1
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oid sha256:727cdb704e0de8d195b6d4f483ca43ea90138b6ecef7d0a879369cc393ecf10e
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size 5919395
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data/PCA_REDUCED_dcase2023_task2_baseline_ae-embeddings_dev_train.npz
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version https://git-lfs.github.com/spec/v1
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oid sha256:3d433ca4ff7414fbf0d80fb2df005cc1deefcc9837bf776246a6e513b481f924
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size 29608482
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data/dev_metadata.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:ce7bad0ad0eab7c51ff26263c502632e903e31e71c7048e62846aff2d0d21409
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size 884142
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data/dev_test.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:eb7ebd70345ccd04ae17d15ea4af43338805d3ad402ba34507b27cd39e4652ae
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size 364552889
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data/dev_train.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:212eec945b37e2202cab004929c334696d4e879b6631d07002019286efcf7944
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size 1830359914
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dcase23-task2-enriched.py
CHANGED
@@ -72,13 +72,6 @@ EMBEDDING_URLS = {
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"size": (1, 768),
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"dtype": "float32",
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},
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"embeddings_dcase2023_task2_baseline_ae": {
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"train": "data/PCA_REDUCED_dcase2023_task2_baseline_ae-embeddings_dev_train.npz",
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"test": "data/PCA_REDUCED_dcase2023_task2_baseline_ae-embeddings_dev_test.npz",
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# "size": (1, 2976),
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"size": (1, 512),
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"dtype": "float32",
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},
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},
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"add": {
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"embeddings_ast-finetuned-audioset-10-10-0.4593": {
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"size": (1, 768),
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"dtype": "float32",
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},
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},
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"add": {
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"embeddings_ast-finetuned-audioset-10-10-0.4593": {
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