Datasets:

SCATSVAD
/

SCATSVAD-Simulated-Data

Tags:

Dataset Viewer

The dataset viewer is not available for this subset.

Cannot get the split names for the config 'default' of the dataset.

Exception:    SplitsNotFoundError
Message:      The split names could not be parsed from the dataset config.
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 298, in get_dataset_config_info
                  for split_generator in builder._split_generators(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 83, in _split_generators
                  raise ValueError(
              ValueError: The TAR archives of the dataset should be in WebDataset format, but the files in the archive don't share the same prefix or the same types.
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 65, in compute_split_names_from_streaming_response
                  for split in get_dataset_split_names(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 352, in get_dataset_split_names
                  info = get_dataset_config_info(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 303, in get_dataset_config_info
                  raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
              datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.

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.

SCATSVAD Dataset

This repository contains the SCATSVAD dataset, including training, evaluation, and test sets. The dataset is split into multiple files, most of them with a size of 40GB.

Dataset Structure

Training Set (`train`)

The training set consists of five compressed files:

train_dataset.tar.gz00
train_dataset.tar.gz01
train_dataset.tar.gz02
train_dataset.tar.gz03
train_dataset.tar.gz04 - 27GB

Evaluation Set (`eval`)

The evaluation set contains two files:

eval_dataset.tar.gz00
eval_dataset.tar.gz01 - 27GB

Test Set (`test`)

The test set contains two files:

test_dataset.tar.gz00
test_dataset.tar.gz01
test_dataset.tar.gz02 - 25GB

Usage

To extract the dataset, use the following command:

cat train_dataset.tar.gz* | tar -xzvf -

This will concatenate and extract all parts of the training dataset.

Similarly, for evaluation and test datasets:

cat eval_dataset_*.tar.gz | tar -xzvf -
cat test_dataset_*.tar.gz | tar -xzvf -

Notes

Ensure you have sufficient storage space before extraction.
If downloading from a remote server, consider using rsync or wget with resume support.

For any issues, please contact us.

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