stable_datasets.timeseries package

Submodules

stable_datasets.timeseries.CatsDogs module

class CatsDogs(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

CatsDogs timeseries classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='http://www.timeseriesclassification.com/description.php?Dataset=CatsDogs', assets=mappingproxy({'train': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/CatsDogs.zip', fallbacks=[], checksum=None, filename=None), 'test': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/CatsDogs.zip', fallbacks=[], checksum=None, filename=None)}), citation='N/A.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

stable_datasets.timeseries.JapaneseVowels module

class JapaneseVowels(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

JapaneseVowels multivariate timeseries classification dataset.

SEQUENCE_LENGTH = 29

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='http://www.timeseriesclassification.com/description.php?Dataset=JapaneseVowels', assets=mappingproxy({'train': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/JapaneseVowels.zip', fallbacks=[], checksum=None, filename=None), 'test': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/JapaneseVowels.zip', fallbacks=[], checksum=None, filename=None)}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

stable_datasets.timeseries.MosquitoSound module

class MosquitoSound(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

MosquitoSound timeseries classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='http://www.timeseriesclassification.com/description.php?Dataset=MosquitoSound', assets=mappingproxy({'train': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/MosquitoSound.zip', fallbacks=[], checksum=None, filename=None), 'test': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/MosquitoSound.zip', fallbacks=[], checksum=None, filename=None)}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

stable_datasets.timeseries.Phoneme module

class Phoneme(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

Phoneme timeseries classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='http://www.timeseriesclassification.com/description.php?Dataset=Phoneme', assets=mappingproxy({'train': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/Phoneme.zip', fallbacks=[], checksum=None, filename=None), 'test': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/Phoneme.zip', fallbacks=[], checksum=None, filename=None)}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

stable_datasets.timeseries.RightWhaleCalls module

stable_datasets.timeseries.TUTacousticscenes2017 module

stable_datasets.timeseries.UCR_multivariate module

stable_datasets.timeseries.UCR_univariate module

stable_datasets.timeseries.UrbanSound module

class UrbanSound(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

UrbanSound timeseries classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='http://www.timeseriesclassification.com/description.php?Dataset=UrbanSound', assets=mappingproxy({'train': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/UrbanSound.zip', fallbacks=[], checksum=None, filename=None), 'test': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/UrbanSound.zip', fallbacks=[], checksum=None, filename=None)}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

stable_datasets.timeseries.VoiceGenderDetection module

class VoiceGenderDetection(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

Voice gender detection dataset derived from VoxCeleb clips.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://dagshub.com/DagsHub/audio-datasets/src/main/voice_gender_detection', assets=mappingproxy({'train': DownloadInfo(url='https://drive.google.com/u/0/uc?id=1HRbWocxwClGy9Fj1MQeugpR4vOaL9ebO&export=download', fallbacks=[], checksum=None, filename='VoxCeleb_gender.zip')}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

stable_datasets.timeseries.audiomnist module

class AudioMNIST(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

AudioMNIST spoken-digit classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://github.com/soerenab/AudioMNIST', assets=mappingproxy({'train': DownloadInfo(url='https://github.com/soerenab/AudioMNIST/archive/master.zip', fallbacks=[], checksum=None, filename='AudioMNIST-master.zip')}), citation='@article{audiomnist2023,\n                     title = {AudioMNIST: Exploring Explainable Artificial Intelligence for audio analysis on a simple benchmark},\n                     journal = {Journal of the Franklin Institute},\n                     year = {2023},\n                     issn = {0016-0032},\n                     doi = {https://doi.org/10.1016/j.jfranklin.2023.11.038},\n                     url = {https://www.sciencedirect.com/science/article/pii/S0016003223007536},\n                     author = {Sören Becker and Johanna Vielhaben and Marcel Ackermann and Klaus-Robert Müller and Sebastian Lapuschkin and Wojciech Samek},\n                     keywords = {Deep learning, Neural networks, Interpretability, Explainable artificial intelligence, Audio classification, Speech recognition}}', license='', checksums=None)

VERSION: Version = Version('1.0.0')

stable_datasets.timeseries.birdvox_70k module

stable_datasets.timeseries.birdvox_dcase_20k module

class BirdVoxDCASE20k(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

BirdVox-DCASE-20k bird-detection dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://wp.nyu.edu/birdvox/birdvox-dcase-20k/', assets=mappingproxy({'audio': DownloadInfo(url='https://zenodo.org/record/1208080/files/BirdVox-DCASE-20k.zip?download=1', fallbacks=['https://zenodo.org/records/1208080/files/BirdVox-DCASE-20k.zip'], checksum=None, filename='BirdVox-DCASE-20k.zip'), 'metadata': DownloadInfo(url='https://ndownloader.figshare.com/files/10853300', fallbacks=[], checksum=None, filename='data_labels.csv')}), citation='@inproceedings{lostanlen2018icassp,\n                     title={BirdVox-full-night: a dataset and benchmark for avian flight call detection},\n                     author={Lostanlen, Vincent and Salamon, Justin and Farnsworth, Andrew and Kelling, Steve and Bello, Juan Pablo},\n                     booktitle={Proc. IEEE ICASSP},\n                     year={2018}}', license='', checksums=None)

VERSION: Version = Version('1.0.0')

stable_datasets.timeseries.brain_mnist module

BrainMNIST dataset builder stub.

class BrainMNIST(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='http://mindbigdata.com/opendb/index.html', assets=mappingproxy({}), citation='TBD', license='', checksums=None)

VERSION: Version = Version('0.0.0')

stable_datasets.timeseries.dcase_2019_task4 module

stable_datasets.timeseries.dclde module

DCLDE dataset builder stub.

class DCLDE(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='TBD', assets=mappingproxy({}), citation='TBD', license='', checksums=None)

VERSION: Version = Version('0.0.0')

stable_datasets.timeseries.esc module

ESC-10/ESC-50 environmental sound classification loader.

load(path=None)

ESC-10/50: Environmental Sound Classification

https://github.com/karolpiczak/ESC-50#download

The ESC-50 dataset is a labeled collection of 2000 environmental audio recordings suitable for benchmarking methods of environmental sound classification.

The dataset consists of 5-second-long recordings organized into 50 semantical classes (with 40 examples per class) loosely arranged into 5 major categories:

Animals Natural soundscapes & water sounds Human, non-speech sounds Interior/domestic sounds Exterior/urban noises

Clips in this dataset have been manually extracted from public field recordings gathered by the Freesound.org project. The dataset has been prearranged into 5 folds for comparable cross-validation, making sure that fragments from the same original source file are contained in a single fold.

ESC 50.

https://github.com/karolpiczak/ESC-50#download

Parameters:

path (str (optional)) – default $DATASET_path), the path to look for the data and where the data will be downloaded if not present

Returns:

• wavs (array) – the wavs as a numpy array (matrix) with first dimension the data and second dimension time

• fine_labels (array) – the labels of the final classes (50 different ones) as a integer vector

• coarse_labels (array) – the labels of the classes big category (5 of them)

• folds (array) – the fold as an integer from 1 to 5 specifying how to split the data one should not split a fold into train and set as it would make the same recording (but different subparts) be present in train and test, biasing optimistically the results.

• esc10 (array) – the boolean vector specifying if the corresponding datum (wav, label, …) is in the ESC-10 dataset or not. That is, to load the ESC-10 dataset simply load ESC-50 and use this boolean vector to extract only the ESC-10 data.

stable_datasets.timeseries.freefield1010 module

class Freefield1010(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

Freefield1010 bird-presence classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='http://machine-listening.eecs.qmul.ac.uk/bird-audio-detection-challenge/#downloads', assets=mappingproxy({'audio': DownloadInfo(url='https://archive.org/download/ff1010bird/ff1010bird_wav.zip', fallbacks=[], checksum=None, filename='ff1010bird_wav.zip'), 'metadata': DownloadInfo(url='https://ndownloader.figshare.com/files/6035814', fallbacks=[], checksum=None, filename='ff1010bird_metadata.csv')}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

stable_datasets.timeseries.fsd_kaggle_2018 module

class FSDKaggle2018(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

FSDKaggle2018 sound classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://zenodo.org/records/2552860', assets=mappingproxy({'train_audio': DownloadInfo(url='https://zenodo.org/record/2552860/files/FSDKaggle2018.audio_train.zip?download=1', fallbacks=['https://zenodo.org/records/2552860/files/FSDKaggle2018.audio_train.zip'], checksum=None, filename='FSDKaggle2018.audio_train.zip'), 'test_audio': DownloadInfo(url='https://zenodo.org/record/2552860/files/FSDKaggle2018.audio_test.zip?download=1', fallbacks=['https://zenodo.org/records/2552860/files/FSDKaggle2018.audio_test.zip'], checksum=None, filename='FSDKaggle2018.audio_test.zip'), 'meta': DownloadInfo(url='https://zenodo.org/record/2552860/files/FSDKaggle2018.meta.zip?download=1', fallbacks=['https://zenodo.org/records/2552860/files/FSDKaggle2018.meta.zip'], checksum=None, filename='FSDKaggle2018.meta.zip')}), citation='@dataset{fonseca2019fsdkaggle2018,\n                         title={FSDKaggle2018},\n                         author={Fonseca, Eduardo and Plakal, Manoj and Font, Frederic and Ellis, Daniel P.W. and Serra, Xavier},\n                         year={2019},\n                         publisher={Zenodo},\n                         doi={10.5281/zenodo.2552860}}', license='', checksums=None)

VERSION: Version = Version('1.0.0')

stable_datasets.timeseries.groove_MIDI module

class GrooveMIDI(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

Groove MIDI dataset with aligned synthesized audio and MIDI files.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://magenta.tensorflow.org/datasets/groove', assets=mappingproxy({'archive': DownloadInfo(url='https://storage.googleapis.com/magentadata/datasets/groove/groove-v1.0.0.zip', fallbacks=[], checksum=None, filename='groove-v1.0.0.zip')}), citation='@inproceedings{groove2019,\n                     author={Jon Gillick and Adam Roberts and Jesse Engel and Douglas Eck and David Bamman},\n                     title={Learning to Groove with Inverse Sequence Transformations},\n                     booktitle={International Conference on Machine Learning (ICML)},\n                     year={2019}}', license='', checksums=None)

VERSION: Version = Version('1.0.0')

stable_datasets.timeseries.gtzan module

class GTZAN(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

GTZAN music genre classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='http://marsyas.info/downloads/datasets.html', assets=mappingproxy({'train': DownloadInfo(url='http://opihi.cs.uvic.ca/sound/genres.tar.gz', fallbacks=[], checksum=None, filename='genres.tar.gz')}), citation='@article{tzanetakis2002musical,\n                     title={Musical genre classification of audio signals},\n                     author={Tzanetakis, George and Cook, Perry},\n                     journal={IEEE Transactions on Speech and Audio Processing},\n                     year={2002}}', license='', checksums=None)

VERSION: Version = Version('1.0.0')

stable_datasets.timeseries.high_gamma module

High-Gamma dataset builder stub.

class HighGamma(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://github.com/robintibor/high-gamma-dataset', assets=mappingproxy({}), citation='TBD', license='', checksums=None)

VERSION: Version = Version('0.0.0')

stable_datasets.timeseries.irmas module

stable_datasets.timeseries.picidae module

class Picidae(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

Picidae birdsong classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://zenodo.org/records/574438', assets=mappingproxy({'train': DownloadInfo(url='https://zenodo.org/record/574438/files/PicidaeDataset.zip?download=1', fallbacks=['https://zenodo.org/records/574438/files/PicidaeDataset.zip'], checksum=None, filename='PicidaeDataset.zip')}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

stable_datasets.timeseries.seizures_neonatal module

class SeizuresNeonatal(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

Neonatal EEG recordings with expert seizure annotations.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://zenodo.org/records/2547147', assets=mappingproxy({'annotations': DownloadInfo(url='https://zenodo.org/record/2547147/files/annotations_2017.mat?download=1', fallbacks=['https://zenodo.org/records/2547147/files/annotations_2017.mat'], checksum=None, filename='annotations_2017.mat'), 'eeg1': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg1.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg1.edf'], checksum=None, filename='eeg1.edf'), 'eeg2': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg2.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg2.edf'], checksum=None, filename='eeg2.edf'), 'eeg3': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg3.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg3.edf'], checksum=None, filename='eeg3.edf'), 'eeg4': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg4.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg4.edf'], checksum=None, filename='eeg4.edf'), 'eeg5': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg5.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg5.edf'], checksum=None, filename='eeg5.edf'), 'eeg6': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg6.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg6.edf'], checksum=None, filename='eeg6.edf'), 'eeg7': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg7.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg7.edf'], checksum=None, filename='eeg7.edf'), 'eeg8': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg8.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg8.edf'], checksum=None, filename='eeg8.edf'), 'eeg9': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg9.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg9.edf'], checksum=None, filename='eeg9.edf'), 'eeg10': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg10.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg10.edf'], checksum=None, filename='eeg10.edf'), 'eeg11': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg11.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg11.edf'], checksum=None, filename='eeg11.edf'), 'eeg12': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg12.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg12.edf'], checksum=None, filename='eeg12.edf'), 'eeg13': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg13.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg13.edf'], checksum=None, filename='eeg13.edf'), 'eeg14': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg14.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg14.edf'], checksum=None, filename='eeg14.edf'), 'eeg15': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg15.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg15.edf'], checksum=None, filename='eeg15.edf'), 'eeg16': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg16.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg16.edf'], checksum=None, filename='eeg16.edf'), 'eeg17': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg17.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg17.edf'], checksum=None, filename='eeg17.edf'), 'eeg18': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg18.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg18.edf'], checksum=None, filename='eeg18.edf'), 'eeg19': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg19.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg19.edf'], checksum=None, filename='eeg19.edf'), 'eeg20': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg20.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg20.edf'], checksum=None, filename='eeg20.edf'), 'eeg21': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg21.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg21.edf'], checksum=None, filename='eeg21.edf'), 'eeg22': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg22.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg22.edf'], checksum=None, filename='eeg22.edf'), 'eeg23': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg23.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg23.edf'], checksum=None, filename='eeg23.edf'), 'eeg24': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg24.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg24.edf'], checksum=None, filename='eeg24.edf'), 'eeg25': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg25.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg25.edf'], checksum=None, filename='eeg25.edf'), 'eeg26': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg26.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg26.edf'], checksum=None, filename='eeg26.edf'), 'eeg27': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg27.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg27.edf'], checksum=None, filename='eeg27.edf'), 'eeg28': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg28.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg28.edf'], checksum=None, filename='eeg28.edf'), 'eeg29': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg29.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg29.edf'], checksum=None, filename='eeg29.edf'), 'eeg30': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg30.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg30.edf'], checksum=None, filename='eeg30.edf'), 'eeg31': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg31.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg31.edf'], checksum=None, filename='eeg31.edf'), 'eeg32': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg32.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg32.edf'], checksum=None, filename='eeg32.edf'), 'eeg33': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg33.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg33.edf'], checksum=None, filename='eeg33.edf'), 'eeg34': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg34.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg34.edf'], checksum=None, filename='eeg34.edf'), 'eeg35': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg35.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg35.edf'], checksum=None, filename='eeg35.edf'), 'eeg36': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg36.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg36.edf'], checksum=None, filename='eeg36.edf'), 'eeg37': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg37.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg37.edf'], checksum=None, filename='eeg37.edf'), 'eeg38': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg38.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg38.edf'], checksum=None, filename='eeg38.edf'), 'eeg39': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg39.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg39.edf'], checksum=None, filename='eeg39.edf'), 'eeg40': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg40.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg40.edf'], checksum=None, filename='eeg40.edf'), 'eeg41': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg41.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg41.edf'], checksum=None, filename='eeg41.edf'), 'eeg42': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg42.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg42.edf'], checksum=None, filename='eeg42.edf'), 'eeg43': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg43.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg43.edf'], checksum=None, filename='eeg43.edf'), 'eeg44': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg44.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg44.edf'], checksum=None, filename='eeg44.edf'), 'eeg45': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg45.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg45.edf'], checksum=None, filename='eeg45.edf'), 'eeg46': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg46.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg46.edf'], checksum=None, filename='eeg46.edf'), 'eeg47': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg47.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg47.edf'], checksum=None, filename='eeg47.edf'), 'eeg48': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg48.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg48.edf'], checksum=None, filename='eeg48.edf'), 'eeg49': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg49.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg49.edf'], checksum=None, filename='eeg49.edf'), 'eeg50': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg50.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg50.edf'], checksum=None, filename='eeg50.edf'), 'eeg51': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg51.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg51.edf'], checksum=None, filename='eeg51.edf'), 'eeg52': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg52.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg52.edf'], checksum=None, filename='eeg52.edf'), 'eeg53': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg53.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg53.edf'], checksum=None, filename='eeg53.edf'), 'eeg54': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg54.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg54.edf'], checksum=None, filename='eeg54.edf'), 'eeg55': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg55.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg55.edf'], checksum=None, filename='eeg55.edf'), 'eeg56': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg56.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg56.edf'], checksum=None, filename='eeg56.edf'), 'eeg57': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg57.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg57.edf'], checksum=None, filename='eeg57.edf'), 'eeg58': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg58.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg58.edf'], checksum=None, filename='eeg58.edf'), 'eeg59': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg59.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg59.edf'], checksum=None, filename='eeg59.edf'), 'eeg60': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg60.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg60.edf'], checksum=None, filename='eeg60.edf'), 'eeg61': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg61.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg61.edf'], checksum=None, filename='eeg61.edf'), 'eeg62': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg62.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg62.edf'], checksum=None, filename='eeg62.edf'), 'eeg63': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg63.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg63.edf'], checksum=None, filename='eeg63.edf'), 'eeg64': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg64.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg64.edf'], checksum=None, filename='eeg64.edf'), 'eeg65': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg65.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg65.edf'], checksum=None, filename='eeg65.edf'), 'eeg66': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg66.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg66.edf'], checksum=None, filename='eeg66.edf'), 'eeg67': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg67.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg67.edf'], checksum=None, filename='eeg67.edf'), 'eeg68': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg68.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg68.edf'], checksum=None, filename='eeg68.edf'), 'eeg69': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg69.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg69.edf'], checksum=None, filename='eeg69.edf'), 'eeg70': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg70.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg70.edf'], checksum=None, filename='eeg70.edf'), 'eeg71': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg71.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg71.edf'], checksum=None, filename='eeg71.edf'), 'eeg72': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg72.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg72.edf'], checksum=None, filename='eeg72.edf'), 'eeg73': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg73.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg73.edf'], checksum=None, filename='eeg73.edf'), 'eeg74': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg74.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg74.edf'], checksum=None, filename='eeg74.edf'), 'eeg75': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg75.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg75.edf'], checksum=None, filename='eeg75.edf'), 'eeg76': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg76.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg76.edf'], checksum=None, filename='eeg76.edf'), 'eeg77': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg77.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg77.edf'], checksum=None, filename='eeg77.edf'), 'eeg78': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg78.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg78.edf'], checksum=None, filename='eeg78.edf'), 'eeg79': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg79.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg79.edf'], checksum=None, filename='eeg79.edf')}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

stable_datasets.timeseries.sonycust module

class SONYCUST(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

SONYC Urban Sound Tagging development dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://zenodo.org/records/3233082', assets=mappingproxy({'audio': DownloadInfo(url='https://zenodo.org/record/3233082/files/audio-dev.tar.gz?download=1', fallbacks=['https://zenodo.org/records/3233082/files/audio-dev.tar.gz'], checksum=None, filename='audio-dev.tar.gz'), 'annotations': DownloadInfo(url='https://zenodo.org/record/3233082/files/annotations-dev.csv?download=1', fallbacks=['https://zenodo.org/records/3233082/files/annotations-dev.csv'], checksum=None, filename='annotations-dev.csv')}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

stable_datasets.timeseries.speech_commands module

class SpeechCommands(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

Speech Commands keyword classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://ai.googleblog.com/2017/08/launching-speech-commands-dataset.html', assets=mappingproxy({'train': DownloadInfo(url='http://download.tensorflow.org/data/speech_commands_v0.01.tar.gz', fallbacks=[], checksum=None, filename='speech_commands_v0.01.tar.gz')}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

stable_datasets.timeseries.vocalset module

class VocalSet(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

VocalSet singing voice dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://zenodo.org/records/1442513', assets=mappingproxy({'train': DownloadInfo(url='https://zenodo.org/record/1442513/files/VocalSet11.zip?download=1', fallbacks=['https://zenodo.org/records/1442513/files/VocalSet11.zip'], checksum=None, filename='VocalSet11.zip')}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

stable_datasets.timeseries.warblr module

class Warblr(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

Warblr bird-presence classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='http://machine-listening.eecs.qmul.ac.uk/bird-audio-detection-challenge/#downloads', assets=mappingproxy({'audio': DownloadInfo(url='https://archive.org/download/warblrb10k_public/warblrb10k_public_wav.zip', fallbacks=[], checksum=None, filename='warblrb10k_public_wav.zip'), 'metadata': DownloadInfo(url='https://ndownloader.figshare.com/files/6035817', fallbacks=[], checksum=None, filename='warblrb10k_public_metadata.csv')}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

Module contents

class AudioMNIST(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

AudioMNIST spoken-digit classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://github.com/soerenab/AudioMNIST', assets=mappingproxy({'train': DownloadInfo(url='https://github.com/soerenab/AudioMNIST/archive/master.zip', fallbacks=[], checksum=None, filename='AudioMNIST-master.zip')}), citation='@article{audiomnist2023,\n                     title = {AudioMNIST: Exploring Explainable Artificial Intelligence for audio analysis on a simple benchmark},\n                     journal = {Journal of the Franklin Institute},\n                     year = {2023},\n                     issn = {0016-0032},\n                     doi = {https://doi.org/10.1016/j.jfranklin.2023.11.038},\n                     url = {https://www.sciencedirect.com/science/article/pii/S0016003223007536},\n                     author = {Sören Becker and Johanna Vielhaben and Marcel Ackermann and Klaus-Robert Müller and Sebastian Lapuschkin and Wojciech Samek},\n                     keywords = {Deep learning, Neural networks, Interpretability, Explainable artificial intelligence, Audio classification, Speech recognition}}', license='', checksums=None)

VERSION: Version = Version('1.0.0')

class BirdVoxDCASE20k(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

BirdVox-DCASE-20k bird-detection dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://wp.nyu.edu/birdvox/birdvox-dcase-20k/', assets=mappingproxy({'audio': DownloadInfo(url='https://zenodo.org/record/1208080/files/BirdVox-DCASE-20k.zip?download=1', fallbacks=['https://zenodo.org/records/1208080/files/BirdVox-DCASE-20k.zip'], checksum=None, filename='BirdVox-DCASE-20k.zip'), 'metadata': DownloadInfo(url='https://ndownloader.figshare.com/files/10853300', fallbacks=[], checksum=None, filename='data_labels.csv')}), citation='@inproceedings{lostanlen2018icassp,\n                     title={BirdVox-full-night: a dataset and benchmark for avian flight call detection},\n                     author={Lostanlen, Vincent and Salamon, Justin and Farnsworth, Andrew and Kelling, Steve and Bello, Juan Pablo},\n                     booktitle={Proc. IEEE ICASSP},\n                     year={2018}}', license='', checksums=None)

VERSION: Version = Version('1.0.0')

class CatsDogs(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

CatsDogs timeseries classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='http://www.timeseriesclassification.com/description.php?Dataset=CatsDogs', assets=mappingproxy({'train': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/CatsDogs.zip', fallbacks=[], checksum=None, filename=None), 'test': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/CatsDogs.zip', fallbacks=[], checksum=None, filename=None)}), citation='N/A.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

class FSDKaggle2018(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

FSDKaggle2018 sound classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://zenodo.org/records/2552860', assets=mappingproxy({'train_audio': DownloadInfo(url='https://zenodo.org/record/2552860/files/FSDKaggle2018.audio_train.zip?download=1', fallbacks=['https://zenodo.org/records/2552860/files/FSDKaggle2018.audio_train.zip'], checksum=None, filename='FSDKaggle2018.audio_train.zip'), 'test_audio': DownloadInfo(url='https://zenodo.org/record/2552860/files/FSDKaggle2018.audio_test.zip?download=1', fallbacks=['https://zenodo.org/records/2552860/files/FSDKaggle2018.audio_test.zip'], checksum=None, filename='FSDKaggle2018.audio_test.zip'), 'meta': DownloadInfo(url='https://zenodo.org/record/2552860/files/FSDKaggle2018.meta.zip?download=1', fallbacks=['https://zenodo.org/records/2552860/files/FSDKaggle2018.meta.zip'], checksum=None, filename='FSDKaggle2018.meta.zip')}), citation='@dataset{fonseca2019fsdkaggle2018,\n                         title={FSDKaggle2018},\n                         author={Fonseca, Eduardo and Plakal, Manoj and Font, Frederic and Ellis, Daniel P.W. and Serra, Xavier},\n                         year={2019},\n                         publisher={Zenodo},\n                         doi={10.5281/zenodo.2552860}}', license='', checksums=None)

VERSION: Version = Version('1.0.0')

class Freefield1010(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

Freefield1010 bird-presence classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='http://machine-listening.eecs.qmul.ac.uk/bird-audio-detection-challenge/#downloads', assets=mappingproxy({'audio': DownloadInfo(url='https://archive.org/download/ff1010bird/ff1010bird_wav.zip', fallbacks=[], checksum=None, filename='ff1010bird_wav.zip'), 'metadata': DownloadInfo(url='https://ndownloader.figshare.com/files/6035814', fallbacks=[], checksum=None, filename='ff1010bird_metadata.csv')}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

class GTZAN(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

GTZAN music genre classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='http://marsyas.info/downloads/datasets.html', assets=mappingproxy({'train': DownloadInfo(url='http://opihi.cs.uvic.ca/sound/genres.tar.gz', fallbacks=[], checksum=None, filename='genres.tar.gz')}), citation='@article{tzanetakis2002musical,\n                     title={Musical genre classification of audio signals},\n                     author={Tzanetakis, George and Cook, Perry},\n                     journal={IEEE Transactions on Speech and Audio Processing},\n                     year={2002}}', license='', checksums=None)

VERSION: Version = Version('1.0.0')

class GrooveMIDI(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

Groove MIDI dataset with aligned synthesized audio and MIDI files.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://magenta.tensorflow.org/datasets/groove', assets=mappingproxy({'archive': DownloadInfo(url='https://storage.googleapis.com/magentadata/datasets/groove/groove-v1.0.0.zip', fallbacks=[], checksum=None, filename='groove-v1.0.0.zip')}), citation='@inproceedings{groove2019,\n                     author={Jon Gillick and Adam Roberts and Jesse Engel and Douglas Eck and David Bamman},\n                     title={Learning to Groove with Inverse Sequence Transformations},\n                     booktitle={International Conference on Machine Learning (ICML)},\n                     year={2019}}', license='', checksums=None)

VERSION: Version = Version('1.0.0')

class JapaneseVowels(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

JapaneseVowels multivariate timeseries classification dataset.

SEQUENCE_LENGTH = 29

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='http://www.timeseriesclassification.com/description.php?Dataset=JapaneseVowels', assets=mappingproxy({'train': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/JapaneseVowels.zip', fallbacks=[], checksum=None, filename=None), 'test': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/JapaneseVowels.zip', fallbacks=[], checksum=None, filename=None)}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

class MosquitoSound(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

MosquitoSound timeseries classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='http://www.timeseriesclassification.com/description.php?Dataset=MosquitoSound', assets=mappingproxy({'train': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/MosquitoSound.zip', fallbacks=[], checksum=None, filename=None), 'test': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/MosquitoSound.zip', fallbacks=[], checksum=None, filename=None)}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

class Phoneme(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

Phoneme timeseries classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='http://www.timeseriesclassification.com/description.php?Dataset=Phoneme', assets=mappingproxy({'train': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/Phoneme.zip', fallbacks=[], checksum=None, filename=None), 'test': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/Phoneme.zip', fallbacks=[], checksum=None, filename=None)}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

class Picidae(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

Picidae birdsong classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://zenodo.org/records/574438', assets=mappingproxy({'train': DownloadInfo(url='https://zenodo.org/record/574438/files/PicidaeDataset.zip?download=1', fallbacks=['https://zenodo.org/records/574438/files/PicidaeDataset.zip'], checksum=None, filename='PicidaeDataset.zip')}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

class SONYCUST(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

SONYC Urban Sound Tagging development dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://zenodo.org/records/3233082', assets=mappingproxy({'audio': DownloadInfo(url='https://zenodo.org/record/3233082/files/audio-dev.tar.gz?download=1', fallbacks=['https://zenodo.org/records/3233082/files/audio-dev.tar.gz'], checksum=None, filename='audio-dev.tar.gz'), 'annotations': DownloadInfo(url='https://zenodo.org/record/3233082/files/annotations-dev.csv?download=1', fallbacks=['https://zenodo.org/records/3233082/files/annotations-dev.csv'], checksum=None, filename='annotations-dev.csv')}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

class SeizuresNeonatal(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

Neonatal EEG recordings with expert seizure annotations.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://zenodo.org/records/2547147', assets=mappingproxy({'annotations': DownloadInfo(url='https://zenodo.org/record/2547147/files/annotations_2017.mat?download=1', fallbacks=['https://zenodo.org/records/2547147/files/annotations_2017.mat'], checksum=None, filename='annotations_2017.mat'), 'eeg1': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg1.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg1.edf'], checksum=None, filename='eeg1.edf'), 'eeg2': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg2.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg2.edf'], checksum=None, filename='eeg2.edf'), 'eeg3': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg3.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg3.edf'], checksum=None, filename='eeg3.edf'), 'eeg4': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg4.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg4.edf'], checksum=None, filename='eeg4.edf'), 'eeg5': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg5.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg5.edf'], checksum=None, filename='eeg5.edf'), 'eeg6': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg6.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg6.edf'], checksum=None, filename='eeg6.edf'), 'eeg7': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg7.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg7.edf'], checksum=None, filename='eeg7.edf'), 'eeg8': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg8.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg8.edf'], checksum=None, filename='eeg8.edf'), 'eeg9': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg9.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg9.edf'], checksum=None, filename='eeg9.edf'), 'eeg10': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg10.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg10.edf'], checksum=None, filename='eeg10.edf'), 'eeg11': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg11.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg11.edf'], checksum=None, filename='eeg11.edf'), 'eeg12': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg12.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg12.edf'], checksum=None, filename='eeg12.edf'), 'eeg13': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg13.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg13.edf'], checksum=None, filename='eeg13.edf'), 'eeg14': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg14.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg14.edf'], checksum=None, filename='eeg14.edf'), 'eeg15': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg15.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg15.edf'], checksum=None, filename='eeg15.edf'), 'eeg16': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg16.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg16.edf'], checksum=None, filename='eeg16.edf'), 'eeg17': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg17.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg17.edf'], checksum=None, filename='eeg17.edf'), 'eeg18': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg18.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg18.edf'], checksum=None, filename='eeg18.edf'), 'eeg19': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg19.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg19.edf'], checksum=None, filename='eeg19.edf'), 'eeg20': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg20.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg20.edf'], checksum=None, filename='eeg20.edf'), 'eeg21': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg21.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg21.edf'], checksum=None, filename='eeg21.edf'), 'eeg22': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg22.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg22.edf'], checksum=None, filename='eeg22.edf'), 'eeg23': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg23.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg23.edf'], checksum=None, filename='eeg23.edf'), 'eeg24': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg24.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg24.edf'], checksum=None, filename='eeg24.edf'), 'eeg25': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg25.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg25.edf'], checksum=None, filename='eeg25.edf'), 'eeg26': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg26.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg26.edf'], checksum=None, filename='eeg26.edf'), 'eeg27': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg27.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg27.edf'], checksum=None, filename='eeg27.edf'), 'eeg28': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg28.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg28.edf'], checksum=None, filename='eeg28.edf'), 'eeg29': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg29.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg29.edf'], checksum=None, filename='eeg29.edf'), 'eeg30': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg30.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg30.edf'], checksum=None, filename='eeg30.edf'), 'eeg31': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg31.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg31.edf'], checksum=None, filename='eeg31.edf'), 'eeg32': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg32.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg32.edf'], checksum=None, filename='eeg32.edf'), 'eeg33': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg33.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg33.edf'], checksum=None, filename='eeg33.edf'), 'eeg34': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg34.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg34.edf'], checksum=None, filename='eeg34.edf'), 'eeg35': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg35.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg35.edf'], checksum=None, filename='eeg35.edf'), 'eeg36': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg36.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg36.edf'], checksum=None, filename='eeg36.edf'), 'eeg37': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg37.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg37.edf'], checksum=None, filename='eeg37.edf'), 'eeg38': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg38.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg38.edf'], checksum=None, filename='eeg38.edf'), 'eeg39': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg39.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg39.edf'], checksum=None, filename='eeg39.edf'), 'eeg40': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg40.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg40.edf'], checksum=None, filename='eeg40.edf'), 'eeg41': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg41.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg41.edf'], checksum=None, filename='eeg41.edf'), 'eeg42': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg42.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg42.edf'], checksum=None, filename='eeg42.edf'), 'eeg43': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg43.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg43.edf'], checksum=None, filename='eeg43.edf'), 'eeg44': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg44.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg44.edf'], checksum=None, filename='eeg44.edf'), 'eeg45': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg45.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg45.edf'], checksum=None, filename='eeg45.edf'), 'eeg46': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg46.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg46.edf'], checksum=None, filename='eeg46.edf'), 'eeg47': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg47.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg47.edf'], checksum=None, filename='eeg47.edf'), 'eeg48': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg48.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg48.edf'], checksum=None, filename='eeg48.edf'), 'eeg49': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg49.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg49.edf'], checksum=None, filename='eeg49.edf'), 'eeg50': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg50.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg50.edf'], checksum=None, filename='eeg50.edf'), 'eeg51': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg51.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg51.edf'], checksum=None, filename='eeg51.edf'), 'eeg52': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg52.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg52.edf'], checksum=None, filename='eeg52.edf'), 'eeg53': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg53.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg53.edf'], checksum=None, filename='eeg53.edf'), 'eeg54': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg54.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg54.edf'], checksum=None, filename='eeg54.edf'), 'eeg55': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg55.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg55.edf'], checksum=None, filename='eeg55.edf'), 'eeg56': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg56.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg56.edf'], checksum=None, filename='eeg56.edf'), 'eeg57': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg57.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg57.edf'], checksum=None, filename='eeg57.edf'), 'eeg58': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg58.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg58.edf'], checksum=None, filename='eeg58.edf'), 'eeg59': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg59.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg59.edf'], checksum=None, filename='eeg59.edf'), 'eeg60': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg60.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg60.edf'], checksum=None, filename='eeg60.edf'), 'eeg61': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg61.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg61.edf'], checksum=None, filename='eeg61.edf'), 'eeg62': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg62.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg62.edf'], checksum=None, filename='eeg62.edf'), 'eeg63': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg63.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg63.edf'], checksum=None, filename='eeg63.edf'), 'eeg64': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg64.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg64.edf'], checksum=None, filename='eeg64.edf'), 'eeg65': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg65.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg65.edf'], checksum=None, filename='eeg65.edf'), 'eeg66': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg66.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg66.edf'], checksum=None, filename='eeg66.edf'), 'eeg67': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg67.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg67.edf'], checksum=None, filename='eeg67.edf'), 'eeg68': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg68.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg68.edf'], checksum=None, filename='eeg68.edf'), 'eeg69': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg69.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg69.edf'], checksum=None, filename='eeg69.edf'), 'eeg70': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg70.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg70.edf'], checksum=None, filename='eeg70.edf'), 'eeg71': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg71.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg71.edf'], checksum=None, filename='eeg71.edf'), 'eeg72': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg72.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg72.edf'], checksum=None, filename='eeg72.edf'), 'eeg73': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg73.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg73.edf'], checksum=None, filename='eeg73.edf'), 'eeg74': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg74.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg74.edf'], checksum=None, filename='eeg74.edf'), 'eeg75': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg75.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg75.edf'], checksum=None, filename='eeg75.edf'), 'eeg76': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg76.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg76.edf'], checksum=None, filename='eeg76.edf'), 'eeg77': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg77.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg77.edf'], checksum=None, filename='eeg77.edf'), 'eeg78': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg78.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg78.edf'], checksum=None, filename='eeg78.edf'), 'eeg79': DownloadInfo(url='https://zenodo.org/record/2547147/files/eeg79.edf?download=1', fallbacks=['https://zenodo.org/records/2547147/files/eeg79.edf'], checksum=None, filename='eeg79.edf')}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

class SpeechCommands(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

Speech Commands keyword classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://ai.googleblog.com/2017/08/launching-speech-commands-dataset.html', assets=mappingproxy({'train': DownloadInfo(url='http://download.tensorflow.org/data/speech_commands_v0.01.tar.gz', fallbacks=[], checksum=None, filename='speech_commands_v0.01.tar.gz')}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

class UrbanSound(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

UrbanSound timeseries classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='http://www.timeseriesclassification.com/description.php?Dataset=UrbanSound', assets=mappingproxy({'train': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/UrbanSound.zip', fallbacks=[], checksum=None, filename=None), 'test': DownloadInfo(url='http://www.timeseriesclassification.com/Downloads/UrbanSound.zip', fallbacks=[], checksum=None, filename=None)}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

class VocalSet(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

VocalSet singing voice dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://zenodo.org/records/1442513', assets=mappingproxy({'train': DownloadInfo(url='https://zenodo.org/record/1442513/files/VocalSet11.zip?download=1', fallbacks=['https://zenodo.org/records/1442513/files/VocalSet11.zip'], checksum=None, filename='VocalSet11.zip')}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

class VoiceGenderDetection(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

Voice gender detection dataset derived from VoxCeleb clips.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://dagshub.com/DagsHub/audio-datasets/src/main/voice_gender_detection', assets=mappingproxy({'train': DownloadInfo(url='https://drive.google.com/u/0/uc?id=1HRbWocxwClGy9Fj1MQeugpR4vOaL9ebO&export=download', fallbacks=[], checksum=None, filename='VoxCeleb_gender.zip')}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')

class Warblr(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)

Bases: BaseDatasetBuilder

Warblr bird-presence classification dataset.

SOURCE: DatasetSource | Mapping = DatasetSource(homepage='http://machine-listening.eecs.qmul.ac.uk/bird-audio-detection-challenge/#downloads', assets=mappingproxy({'audio': DownloadInfo(url='https://archive.org/download/warblrb10k_public/warblrb10k_public_wav.zip', fallbacks=[], checksum=None, filename='warblrb10k_public_wav.zip'), 'metadata': DownloadInfo(url='https://ndownloader.figshare.com/files/6035817', fallbacks=[], checksum=None, filename='warblrb10k_public_metadata.csv')}), citation='See dataset homepage.', license='', checksums=None)

VERSION: Version = Version('1.0.0')