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Datasets:
renumics
/
dcase23-task2-enriched

Tasks:
Audio Classification
Size Categories:
1K<n<10K
ArXiv:
Tags:
anomaly detection
anomalous sound detection
acoustic condition monitoring
sound machine fault diagnosis
machine learning
unsupervised learning
License:
Dataset card Files Community
Syoy commited on
Commit
2351115
•
1 Parent(s): b23752f

addded new layout

Browse files
Files changed (1) hide show
  1. dcase23-task2-enriched.py +138 -25
dcase23-task2-enriched.py CHANGED
@@ -116,32 +116,145 @@ DATASET = {
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  'eval': 'DCASE 2023 Challenge Task 2 Evaluation Dataset',
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  }
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  SPOTLIGHT_LAYOUTS = {
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- "standard": {"orientation": "vertical", "children": [
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- {"kind": "split", "weight": 51.96463654223969, "orientation": "horizontal", "children": [
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- {"kind": "tab", "weight": 60, "children": [{"kind": "widget", "name": "Table", "type": "table",
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- "config": {"tableView": "full",
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- "visibleColumns": ["class", "class_name", "config",
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- "d1p", "d1v", "d2p", "d2v", "d3p",
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- "d3v", "file_path", "label",
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- "section", "split"],
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- "sorting": None, "orderByRelevance": False}}]},
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- {"kind": "tab", "weight": 40, "children": [
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- {"kind": "widget", "name": "Similarity Map", "type": "similaritymap",
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- "config": {"placeBy": None, "reductionMethod": None, "colorBy": None, "sizeBy": None, "filter": False,
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- "umapNNeighbors": None, "umapMetric": None, "umapMinDist": None, "pcaNormalization": None,
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- "umapMenuLocalGlobalBalance": None, "umapMenuIsAdvanced": False}},
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- {"kind": "widget", "name": "Scatter Plot", "type": "scatterplot",
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- "config": {"xAxisColumn": None, "yAxisColumn": None, "colorBy": None, "sizeBy": None,
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- "filter": False}}, {"kind": "widget", "name": "Histogram", "type": "histogram",
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- "config": {"columnKey": None, "stackByColumnKey": None,
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- "filter": False}}]}]},
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- {"kind": "tab", "weight": 48.03536345776031, "children": [
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- {"kind": "widget", "name": "Inspector", "type": "inspector", "config": {"views": [
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- {"view": "AudioView", "columns": ["audio"], "name": "view",
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- "key": "9c37fe2d-6305-436b-b944-30dbda7b1f4d"},
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- {"view": "SpectrogramView", "columns": ["audio"], "name": "view",
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- "key": "9e676bb9-0b21-4214-806f-4e8c0f6db4c3"}], "visibleColumns": 4}}]}]}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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  SPOTLIGHT_RENAME = {
 
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  'eval': 'DCASE 2023 Challenge Task 2 Evaluation Dataset',
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  }
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+
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  SPOTLIGHT_LAYOUTS = {
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+ "standard": {
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+ "orientation": "vertical",
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+ "children": [
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+ {
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+ "kind": "split",
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+ "weight": 51.96463654223969,
127
+ "orientation": "horizontal",
128
+ "children": [
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+ {
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+ "kind": "tab",
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+ "weight": 30,
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+ "children": [
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+ {
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+ "kind": "widget",
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+ "name": "Table",
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+ "type": "table",
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+ "config": {
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+ "tableView": "full",
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+ "visibleColumns": [
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+ "class",
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+ "class_name",
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+ "config",
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+ "d1p",
144
+ "d1v",
145
+ "d2p",
146
+ "d2v",
147
+ "d3p",
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+ "d3v",
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+ "file_path",
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+ "label",
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+ "section",
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+ "split"
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+ ],
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+ "sorting": None,
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+ "orderByRelevance": False
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+ }
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+ }
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+ ]
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+ },
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+ {
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+ "kind": "tab",
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+ "weight": 33.970588235294116,
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+ "children": [
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+ {
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+ "kind": "widget",
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+ "name": "Similarity Map (2)",
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+ "type": "similaritymap",
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+ "config": {
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+ "umapNNeighbors": 20,
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+ "umapMinDist": 0.15,
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+ "colorBy": "label"
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+ }
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+ }
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+ ]
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+ },
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+ {
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+ "kind": "tab",
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+ "weight": 36.029411764705884,
179
+ "children": [
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+ {
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+ "kind": "widget",
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+ "name": "Similarity Map",
183
+ "type": "similaritymap",
184
+ "config": {
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+ "placeBy": None,
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+ "reductionMethod": None,
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+ "colorBy": "class_name",
188
+ "sizeBy": None,
189
+ "filter": False,
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+ "umapNNeighbors": 20,
191
+ "umapMetric": None,
192
+ "umapMinDist": 0.15,
193
+ "pcaNormalization": None,
194
+ "umapMenuLocalGlobalBalance": None,
195
+ "umapMenuIsAdvanced": False
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+ }
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+ },
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+ {
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+ "kind": "widget",
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+ "name": "Scatter Plot",
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+ "type": "scatterplot",
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+ "config": {
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+ "xAxisColumn": None,
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+ "yAxisColumn": None,
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+ "colorBy": None,
206
+ "sizeBy": None,
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+ "filter": False
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+ }
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+ },
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+ {
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+ "kind": "widget",
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+ "name": "Histogram",
213
+ "type": "histogram",
214
+ "config": {
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+ "columnKey": None,
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+ "stackByColumnKey": None,
217
+ "filter": False
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+ }
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+ }
220
+ ]
221
+ }
222
+ ]
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+ },
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+ {
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+ "kind": "tab",
226
+ "weight": 48.03536345776031,
227
+ "children": [
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+ {
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+ "kind": "widget",
230
+ "name": "Inspector",
231
+ "type": "inspector",
232
+ "config": {
233
+ "views": [
234
+ {
235
+ "view": "AudioView",
236
+ "columns": [
237
+ "audio"
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+ ],
239
+ "name": "view",
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+ "key": "9c37fe2d-6305-436b-b944-30dbda7b1f4d"
241
+ },
242
+ {
243
+ "view": "SpectrogramView",
244
+ "columns": [
245
+ "audio"
246
+ ],
247
+ "name": "view",
248
+ "key": "9e676bb9-0b21-4214-806f-4e8c0f6db4c3"
249
+ }
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+ ],
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+ "visibleColumns": 4
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+ }
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+ }
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+ ]
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+ }
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+ ]
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+ },
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  }
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  SPOTLIGHT_RENAME = {