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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 1 new columns ({'filename'}) and 1 missing columns ({'filename\tscene_label'}).

This happened while the csv dataset builder was generating data using

hf://datasets/0x3/tau-urban-acoustic-scenes-2022-mobile-split5/evaluation_setup/fold1_test.csv (at revision 649a79734108d421f4342b1f3bb7e4abb8795af1), [/tmp/hf-datasets-cache/medium/datasets/87350200499910-config-parquet-and-info-0x3-tau-urban-acoustic-sc-11d5ecbf/hub/datasets--0x3--tau-urban-acoustic-scenes-2022-mobile-split5/snapshots/649a79734108d421f4342b1f3bb7e4abb8795af1/evaluation_setup/fold1_evaluate.csv (origin=hf://datasets/0x3/tau-urban-acoustic-scenes-2022-mobile-split5@649a79734108d421f4342b1f3bb7e4abb8795af1/evaluation_setup/fold1_evaluate.csv), /tmp/hf-datasets-cache/medium/datasets/87350200499910-config-parquet-and-info-0x3-tau-urban-acoustic-sc-11d5ecbf/hub/datasets--0x3--tau-urban-acoustic-scenes-2022-mobile-split5/snapshots/649a79734108d421f4342b1f3bb7e4abb8795af1/evaluation_setup/fold1_test.csv (origin=hf://datasets/0x3/tau-urban-acoustic-scenes-2022-mobile-split5@649a79734108d421f4342b1f3bb7e4abb8795af1/evaluation_setup/fold1_test.csv), /tmp/hf-datasets-cache/medium/datasets/87350200499910-config-parquet-and-info-0x3-tau-urban-acoustic-sc-11d5ecbf/hub/datasets--0x3--tau-urban-acoustic-scenes-2022-mobile-split5/snapshots/649a79734108d421f4342b1f3bb7e4abb8795af1/evaluation_setup/fold1_train.csv (origin=hf://datasets/0x3/tau-urban-acoustic-scenes-2022-mobile-split5@649a79734108d421f4342b1f3bb7e4abb8795af1/evaluation_setup/fold1_train.csv)]

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              filename: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 379
              to
              {'filename\tscene_label': Value('string')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1802, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 1 new columns ({'filename'}) and 1 missing columns ({'filename\tscene_label'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/0x3/tau-urban-acoustic-scenes-2022-mobile-split5/evaluation_setup/fold1_test.csv (at revision 649a79734108d421f4342b1f3bb7e4abb8795af1), [/tmp/hf-datasets-cache/medium/datasets/87350200499910-config-parquet-and-info-0x3-tau-urban-acoustic-sc-11d5ecbf/hub/datasets--0x3--tau-urban-acoustic-scenes-2022-mobile-split5/snapshots/649a79734108d421f4342b1f3bb7e4abb8795af1/evaluation_setup/fold1_evaluate.csv (origin=hf://datasets/0x3/tau-urban-acoustic-scenes-2022-mobile-split5@649a79734108d421f4342b1f3bb7e4abb8795af1/evaluation_setup/fold1_evaluate.csv), /tmp/hf-datasets-cache/medium/datasets/87350200499910-config-parquet-and-info-0x3-tau-urban-acoustic-sc-11d5ecbf/hub/datasets--0x3--tau-urban-acoustic-scenes-2022-mobile-split5/snapshots/649a79734108d421f4342b1f3bb7e4abb8795af1/evaluation_setup/fold1_test.csv (origin=hf://datasets/0x3/tau-urban-acoustic-scenes-2022-mobile-split5@649a79734108d421f4342b1f3bb7e4abb8795af1/evaluation_setup/fold1_test.csv), /tmp/hf-datasets-cache/medium/datasets/87350200499910-config-parquet-and-info-0x3-tau-urban-acoustic-sc-11d5ecbf/hub/datasets--0x3--tau-urban-acoustic-scenes-2022-mobile-split5/snapshots/649a79734108d421f4342b1f3bb7e4abb8795af1/evaluation_setup/fold1_train.csv (origin=hf://datasets/0x3/tau-urban-acoustic-scenes-2022-mobile-split5@649a79734108d421f4342b1f3bb7e4abb8795af1/evaluation_setup/fold1_train.csv)]
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

filename scene_label
string
audio/airport-barcelona-203-6129-0-a.wav airport
audio/airport-barcelona-203-6129-1-a.wav airport
audio/airport-barcelona-203-6129-2-a.wav airport
audio/airport-barcelona-203-6129-3-a.wav airport
audio/airport-barcelona-203-6129-4-a.wav airport
audio/airport-barcelona-203-6129-5-a.wav airport
audio/airport-barcelona-203-6129-6-a.wav airport
audio/airport-barcelona-203-6129-7-a.wav airport
audio/airport-barcelona-203-6129-8-a.wav airport
audio/airport-barcelona-203-6129-9-a.wav airport
audio/airport-barcelona-203-6133-0-a.wav airport
audio/airport-barcelona-203-6133-1-a.wav airport
audio/airport-barcelona-203-6133-2-a.wav airport
audio/airport-barcelona-203-6133-3-a.wav airport
audio/airport-barcelona-203-6133-4-a.wav airport
audio/airport-barcelona-203-6133-5-a.wav airport
audio/airport-barcelona-203-6133-6-a.wav airport
audio/airport-barcelona-203-6133-7-a.wav airport
audio/airport-barcelona-203-6133-8-a.wav airport
audio/airport-barcelona-203-6133-9-a.wav airport
audio/airport-barcelona-203-6132-0-a.wav airport
audio/airport-barcelona-203-6132-1-a.wav airport
audio/airport-barcelona-203-6132-2-a.wav airport
audio/airport-barcelona-203-6132-3-a.wav airport
audio/airport-barcelona-203-6132-4-a.wav airport
audio/airport-barcelona-203-6132-5-a.wav airport
audio/airport-barcelona-203-6132-6-a.wav airport
audio/airport-barcelona-203-6132-7-a.wav airport
audio/airport-barcelona-203-6132-8-a.wav airport
audio/airport-barcelona-203-6132-9-a.wav airport
audio/airport-helsinki-204-6150-0-a.wav airport
audio/airport-helsinki-204-6150-1-a.wav airport
audio/airport-helsinki-204-6150-2-a.wav airport
audio/airport-helsinki-204-6150-3-a.wav airport
audio/airport-helsinki-204-6150-4-a.wav airport
audio/airport-helsinki-204-6150-5-a.wav airport
audio/airport-helsinki-204-6150-6-a.wav airport
audio/airport-helsinki-204-6150-7-a.wav airport
audio/airport-helsinki-204-6150-8-a.wav airport
audio/airport-helsinki-204-6150-9-a.wav airport
audio/airport-helsinki-204-6163-0-a.wav airport
audio/airport-helsinki-204-6163-1-a.wav airport
audio/airport-helsinki-204-6163-2-a.wav airport
audio/airport-helsinki-204-6163-3-a.wav airport
audio/airport-helsinki-204-6163-4-a.wav airport
audio/airport-helsinki-204-6163-5-a.wav airport
audio/airport-helsinki-204-6163-6-a.wav airport
audio/airport-helsinki-204-6163-7-a.wav airport
audio/airport-helsinki-204-6163-8-a.wav airport
audio/airport-helsinki-204-6163-9-a.wav airport
audio/airport-helsinki-204-6154-0-a.wav airport
audio/airport-helsinki-204-6154-1-a.wav airport
audio/airport-helsinki-204-6154-2-a.wav airport
audio/airport-helsinki-204-6154-3-a.wav airport
audio/airport-helsinki-204-6154-4-a.wav airport
audio/airport-helsinki-204-6154-5-a.wav airport
audio/airport-helsinki-204-6154-6-a.wav airport
audio/airport-helsinki-204-6154-7-a.wav airport
audio/airport-helsinki-204-6154-8-a.wav airport
audio/airport-helsinki-204-6154-9-a.wav airport
audio/airport-lisbon-1175-45340-0-a.wav airport
audio/airport-lisbon-1175-45340-1-a.wav airport
audio/airport-lisbon-1175-45340-2-a.wav airport
audio/airport-lisbon-1175-45340-3-a.wav airport
audio/airport-lisbon-1175-45340-4-a.wav airport
audio/airport-lisbon-1175-45340-5-a.wav airport
audio/airport-lisbon-1175-45340-6-a.wav airport
audio/airport-lisbon-1175-45340-7-a.wav airport
audio/airport-lisbon-1175-45340-8-a.wav airport
audio/airport-lisbon-1175-45340-9-a.wav airport
audio/airport-lisbon-1175-45362-0-a.wav airport
audio/airport-lisbon-1175-45362-1-a.wav airport
audio/airport-lisbon-1175-45362-2-a.wav airport
audio/airport-lisbon-1175-45362-3-a.wav airport
audio/airport-lisbon-1175-45362-4-a.wav airport
audio/airport-lisbon-1175-45362-5-a.wav airport
audio/airport-lisbon-1175-45362-6-a.wav airport
audio/airport-lisbon-1175-45362-7-a.wav airport
audio/airport-lisbon-1175-45362-8-a.wav airport
audio/airport-lisbon-1175-45362-9-a.wav airport
audio/airport-lisbon-1175-45593-0-a.wav airport
audio/airport-lisbon-1175-45593-1-a.wav airport
audio/airport-lisbon-1175-45593-2-a.wav airport
audio/airport-lisbon-1175-45593-3-a.wav airport
audio/airport-lisbon-1175-45593-4-a.wav airport
audio/airport-lisbon-1175-45593-5-a.wav airport
audio/airport-lisbon-1175-45593-6-a.wav airport
audio/airport-lisbon-1175-45593-7-a.wav airport
audio/airport-lisbon-1175-45593-8-a.wav airport
audio/airport-lisbon-1175-45593-9-a.wav airport
audio/airport-london-205-6221-0-a.wav airport
audio/airport-london-205-6221-1-a.wav airport
audio/airport-london-205-6221-2-a.wav airport
audio/airport-london-205-6221-3-a.wav airport
audio/airport-london-205-6221-4-a.wav airport
audio/airport-london-205-6221-5-a.wav airport
audio/airport-london-205-6221-6-a.wav airport
audio/airport-london-205-6221-7-a.wav airport
audio/airport-london-205-6221-8-a.wav airport
audio/airport-london-205-6221-9-a.wav airport
End of preview.

YAML Metadata Warning:empty or missing yaml metadata in repo card

Check out the documentation for more information.

TAU Urban Acoustic Scenes 2022 Mobile - Split5 (Docs-aligned)

This dataset repo contains a docs-aligned low-resource subset for DCASE-style evaluation:

  • audio/: extracted audio files referenced by split5 + official test split
  • evaluation_setup/fold1_train.csv: split5 training list (tab-separated, labeled)
  • evaluation_setup/fold1_test.csv: test list (tab-separated, unlabeled)
  • evaluation_setup/fold1_evaluate.csv: test list with labels (tab-separated)

Source:

  • Zenodo record 6337421 (TAU Urban Acoustic Scenes 2022 Mobile, Development dataset)
  • DCASE 2024 Task 1 official split files (split5 + test)

License:

  • Non-commercial research use only. See LICENSE.
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