def __init__(self, storage_name='TUT-urban-acoustic-scenes-2018-development', data_path=None, included_content_types=None, **kwargs):
    "\n        Constructor\n\n        Parameters\n        ----------\n\n        storage_name : str\n            Name to be used when storing dataset on disk\n            Default value 'TUT-urban-acoustic-scenes-2018-development'\n\n        data_path : str\n            Root path where the dataset is stored. If None, os.path.join(tempfile.gettempdir(), 'dcase_util_datasets')\n            is used.\n            Default value None\n\n        included_content_types : list of str or str\n            Indicates what content type should be processed. One or multiple from ['all', 'audio', 'meta', 'code',\n            'documentation']. If None given, ['all'] is used. Parameter can be also comma separated string.\n            Default value None\n\n        "
    kwargs['included_content_types'] = included_content_types
    kwargs['data_path'] = data_path
    kwargs['storage_name'] = storage_name
    kwargs['dataset_group'] = 'scene'
    kwargs['dataset_meta'] = {'authors': 'Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen', 'title': 'TUT Urban Acoustic Scenes 2018, development dataset', 'url': None, 'audio_source': 'Field recording', 'audio_type': 'Natural', 'recording_device_model': 'Zoom F8', 'microphone_model': 'Soundman OKM II Klassik/studio A3 electret microphone', 'licence': 'free non-commercial'}
    kwargs['crossvalidation_folds'] = 1
    kwargs['meta_filename'] = 'meta.csv'
    filename_base = 'TUT-urban-acoustic-scenes-2018-development'
    source_url = 'https://zenodo.org/record/1228142/files/'
    kwargs['package_list'] = [{'content_type': 'documentation', 'remote_file': ((source_url + filename_base) + '.doc.zip'), 'remote_bytes': 10517, 'remote_md5': '28a4a9c46a6f46709ecc8eece365a3a4', 'filename': (filename_base + '.doc.zip')}, {'content_type': 'meta', 'remote_file': ((source_url + filename_base) + '.meta.zip'), 'remote_bytes': 69272, 'remote_md5': 'e196065ee83c07af03a11a310364377d', 'filename': (filename_base + '.meta.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.1.zip'), 'remote_bytes': 1657811579, 'remote_md5': '62f97087c447e29def8716204469bf89', 'filename': (filename_base + '.audio.1.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.2.zip'), 'remote_bytes': 1783489370, 'remote_md5': '8e569a92025d82bff6b02b956d7c6dc9', 'filename': (filename_base + '.audio.2.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.3.zip'), 'remote_bytes': 1809675304, 'remote_md5': '00d2020582a4535af5e65322fb2bad56', 'filename': (filename_base + '.audio.3.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.4.zip'), 'remote_bytes': 1756582525, 'remote_md5': 'd691eb4271f83ba6ba9a28797accc497', 'filename': (filename_base + '.audio.4.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.5.zip'), 'remote_bytes': 1724002546, 'remote_md5': 'c4d64b5483b60f85e9fe080b3435a6be', 'filename': (filename_base + '.audio.5.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.6.zip'), 'remote_bytes': 1645753049, 'remote_md5': '2f0feee78f216697eb19497714d97642', 'filename': (filename_base + '.audio.6.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.7.zip'), 'remote_bytes': 1671903917, 'remote_md5': '07cfefe80a0731de6819181841239f3a', 'filename': (filename_base + '.audio.7.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.8.zip'), 'remote_bytes': 1673304843, 'remote_md5': '213f3c012859c2e9dcb74aacc8558458', 'filename': (filename_base + '.audio.8.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.9.zip'), 'remote_bytes': 1674839259, 'remote_md5': 'b724442b09abcb3bd095ebff497cef85', 'filename': (filename_base + '.audio.9.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.10.zip'), 'remote_bytes': 1662932947, 'remote_md5': 'a27a32fa52e283ed8013375b8a16f269', 'filename': (filename_base + '.audio.10.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.11.zip'), 'remote_bytes': 1751473843, 'remote_md5': '7073a121e825ffef99832507f30d6644', 'filename': (filename_base + '.audio.11.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.12.zip'), 'remote_bytes': 1742332198, 'remote_md5': '6567aa61db12776568b6267ce122fb18', 'filename': (filename_base + '.audio.12.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.13.zip'), 'remote_bytes': 798990513, 'remote_md5': 'd00eeb2db0e093d8975521323a96c519', 'filename': (filename_base + '.audio.13.zip')}]
    kwargs['audio_paths'] = ['audio']
    super(TUTUrbanAcousticScenes_2018_DevelopmentSet, self).__init__(**kwargs)
Constructor

Parameters
----------

storage_name : str
    Name to be used when storing dataset on disk
    Default value 'TUT-urban-acoustic-scenes-2018-development'

data_path : str
    Root path where the dataset is stored. If None, os.path.join(tempfile.gettempdir(), 'dcase_util_datasets')
    is used.
    Default value None

included_content_types : list of str or str
    Indicates what content type should be processed. One or multiple from ['all', 'audio', 'meta', 'code',
    'documentation']. If None given, ['all'] is used. Parameter can be also comma separated string.
    Default value None
def __init__(self, storage_name='TUT-urban-acoustic-scenes-2018-development', data_path=None, included_content_types=None, **kwargs):
    "\n        Constructor\n\n        Parameters\n        ----------\n\n        storage_name : str\n            Name to be used when storing dataset on disk\n            Default value 'TUT-urban-acoustic-scenes-2018-development'\n\n        data_path : str\n            Root path where the dataset is stored. If None, os.path.join(tempfile.gettempdir(), 'dcase_util_datasets')\n            is used.\n            Default value None\n\n        included_content_types : list of str or str\n            Indicates what content type should be processed. One or multiple from ['all', 'audio', 'meta', 'code',\n            'documentation']. If None given, ['all'] is used. Parameter can be also comma separated string.\n            Default value None\n\n        "
    kwargs['included_content_types'] = included_content_types
    kwargs['data_path'] = data_path
    kwargs['storage_name'] = storage_name
    kwargs['dataset_group'] = 'scene'
    kwargs['dataset_meta'] = {'authors': 'Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen', 'title': 'TUT Urban Acoustic Scenes 2018, development dataset', 'url': None, 'audio_source': 'Field recording', 'audio_type': 'Natural', 'recording_device_model': 'Zoom F8', 'microphone_model': 'Soundman OKM II Klassik/studio A3 electret microphone', 'licence': 'free non-commercial'}
    kwargs['crossvalidation_folds'] = 1
    kwargs['meta_filename'] = 'meta.csv'
    filename_base = 'TUT-urban-acoustic-scenes-2018-development'
    source_url = 'https://zenodo.org/record/1228142/files/'
    kwargs['package_list'] = [{'content_type': 'documentation', 'remote_file': ((source_url + filename_base) + '.doc.zip'), 'remote_bytes': 10517, 'remote_md5': '28a4a9c46a6f46709ecc8eece365a3a4', 'filename': (filename_base + '.doc.zip')}, {'content_type': 'meta', 'remote_file': ((source_url + filename_base) + '.meta.zip'), 'remote_bytes': 69272, 'remote_md5': 'e196065ee83c07af03a11a310364377d', 'filename': (filename_base + '.meta.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.1.zip'), 'remote_bytes': 1657811579, 'remote_md5': '62f97087c447e29def8716204469bf89', 'filename': (filename_base + '.audio.1.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.2.zip'), 'remote_bytes': 1783489370, 'remote_md5': '8e569a92025d82bff6b02b956d7c6dc9', 'filename': (filename_base + '.audio.2.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.3.zip'), 'remote_bytes': 1809675304, 'remote_md5': '00d2020582a4535af5e65322fb2bad56', 'filename': (filename_base + '.audio.3.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.4.zip'), 'remote_bytes': 1756582525, 'remote_md5': 'd691eb4271f83ba6ba9a28797accc497', 'filename': (filename_base + '.audio.4.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.5.zip'), 'remote_bytes': 1724002546, 'remote_md5': 'c4d64b5483b60f85e9fe080b3435a6be', 'filename': (filename_base + '.audio.5.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.6.zip'), 'remote_bytes': 1645753049, 'remote_md5': '2f0feee78f216697eb19497714d97642', 'filename': (filename_base + '.audio.6.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.7.zip'), 'remote_bytes': 1671903917, 'remote_md5': '07cfefe80a0731de6819181841239f3a', 'filename': (filename_base + '.audio.7.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.8.zip'), 'remote_bytes': 1673304843, 'remote_md5': '213f3c012859c2e9dcb74aacc8558458', 'filename': (filename_base + '.audio.8.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.9.zip'), 'remote_bytes': 1674839259, 'remote_md5': 'b724442b09abcb3bd095ebff497cef85', 'filename': (filename_base + '.audio.9.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.10.zip'), 'remote_bytes': 1662932947, 'remote_md5': 'a27a32fa52e283ed8013375b8a16f269', 'filename': (filename_base + '.audio.10.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.11.zip'), 'remote_bytes': 1751473843, 'remote_md5': '7073a121e825ffef99832507f30d6644', 'filename': (filename_base + '.audio.11.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.12.zip'), 'remote_bytes': 1742332198, 'remote_md5': '6567aa61db12776568b6267ce122fb18', 'filename': (filename_base + '.audio.12.zip')}, {'content_type': 'audio', 'remote_file': ((source_url + filename_base) + '.audio.13.zip'), 'remote_bytes': 798990513, 'remote_md5': 'd00eeb2db0e093d8975521323a96c519', 'filename': (filename_base + '.audio.13.zip')}]
    kwargs['audio_paths'] = ['audio']
    super(TUTUrbanAcousticScenes_2018_DevelopmentSet, self).__init__(**kwargs)