def __init__(self, storage_name='TUT-acoustic-scenes-2017-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-acoustic-scenes-2017-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': 'Annamaria Mesaros, Toni Heittola, and Tuomas Virtanen', 'title': 'TUT Acoustic Scenes 2017, development dataset', 'url': None, 'audio_source': 'Field recording', 'audio_type': 'Natural', 'recording_device_model': 'Roland Edirol R-09', 'microphone_model': 'Soundman OKM II Klassik/studio A3 electret microphone', 'licence': 'free non-commercial'}
    kwargs['crossvalidation_folds'] = 4
    source_url = 'https://zenodo.org/record/400515/files/'
    kwargs['package_list'] = [{'content_type': 'documentation', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.doc.zip'), 'remote_bytes': 54796, 'remote_md5': '2065495aaf3f1103e795c9899e2af1df', 'filename': 'TUT-acoustic-scenes-2017-development.doc.zip'}, {'content_type': 'meta', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.meta.zip'), 'remote_bytes': 104321, 'remote_md5': '9007fd4772d816590c5db5f5e9568f5d', 'filename': 'TUT-acoustic-scenes-2017-development.meta.zip'}, {'content_type': 'meta', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.error.zip'), 'remote_bytes': 1432, 'remote_md5': '802c700b021769e52a2c1e3b9c117a1b', 'filename': 'TUT-acoustic-scenes-2017-development.error.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.1.zip'), 'remote_bytes': 1071445248, 'remote_md5': '251325a9afaaad0326ad1c57f57d514a', 'filename': 'TUT-acoustic-scenes-2017-development.audio.1.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.2.zip'), 'remote_bytes': 1073453613, 'remote_md5': 'c26861e05147dc319b4250eb103d9d99', 'filename': 'TUT-acoustic-scenes-2017-development.audio.2.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.3.zip'), 'remote_bytes': 1073077819, 'remote_md5': 'a4815775f8a5e629179726ee4cd4f55a', 'filename': 'TUT-acoustic-scenes-2017-development.audio.3.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.4.zip'), 'remote_bytes': 1072822038, 'remote_md5': '1732b03afe8c53ef8bba80ba14766e57', 'filename': 'TUT-acoustic-scenes-2017-development.audio.4.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.5.zip'), 'remote_bytes': 1072644652, 'remote_md5': '611be754a0c951185c6ae4b7643c19a0', 'filename': 'TUT-acoustic-scenes-2017-development.audio.5.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.6.zip'), 'remote_bytes': 1072667888, 'remote_md5': '165a201db800d3ea76fce5a9c2bd97d7', 'filename': 'TUT-acoustic-scenes-2017-development.audio.6.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.7.zip'), 'remote_bytes': 1073417661, 'remote_md5': 'c7d79db84264401c0f8680dcc36013ad', 'filename': 'TUT-acoustic-scenes-2017-development.audio.7.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.8.zip'), 'remote_bytes': 1072381222, 'remote_md5': '35043f25123439392338c790494c7a19', 'filename': 'TUT-acoustic-scenes-2017-development.audio.8.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.9.zip'), 'remote_bytes': 1072087738, 'remote_md5': '0805dcf5d8e6871dc9610182b2efb93a', 'filename': 'TUT-acoustic-scenes-2017-development.audio.9.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.10.zip'), 'remote_bytes': 1046262120, 'remote_md5': '5df83a191295a04e290b125c634e13e7', 'filename': 'TUT-acoustic-scenes-2017-development.audio.10.zip'}]
    kwargs['audio_paths'] = ['audio']
    super(TUTAcousticScenes_2017_DevelopmentSet, self).__init__(**kwargs)
Constructor

Parameters
----------

storage_name : str
    Name to be used when storing dataset on disk
    Default value 'TUT-acoustic-scenes-2017-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-acoustic-scenes-2017-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-acoustic-scenes-2017-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': 'Annamaria Mesaros, Toni Heittola, and Tuomas Virtanen', 'title': 'TUT Acoustic Scenes 2017, development dataset', 'url': None, 'audio_source': 'Field recording', 'audio_type': 'Natural', 'recording_device_model': 'Roland Edirol R-09', 'microphone_model': 'Soundman OKM II Klassik/studio A3 electret microphone', 'licence': 'free non-commercial'}
    kwargs['crossvalidation_folds'] = 4
    source_url = 'https://zenodo.org/record/400515/files/'
    kwargs['package_list'] = [{'content_type': 'documentation', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.doc.zip'), 'remote_bytes': 54796, 'remote_md5': '2065495aaf3f1103e795c9899e2af1df', 'filename': 'TUT-acoustic-scenes-2017-development.doc.zip'}, {'content_type': 'meta', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.meta.zip'), 'remote_bytes': 104321, 'remote_md5': '9007fd4772d816590c5db5f5e9568f5d', 'filename': 'TUT-acoustic-scenes-2017-development.meta.zip'}, {'content_type': 'meta', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.error.zip'), 'remote_bytes': 1432, 'remote_md5': '802c700b021769e52a2c1e3b9c117a1b', 'filename': 'TUT-acoustic-scenes-2017-development.error.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.1.zip'), 'remote_bytes': 1071445248, 'remote_md5': '251325a9afaaad0326ad1c57f57d514a', 'filename': 'TUT-acoustic-scenes-2017-development.audio.1.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.2.zip'), 'remote_bytes': 1073453613, 'remote_md5': 'c26861e05147dc319b4250eb103d9d99', 'filename': 'TUT-acoustic-scenes-2017-development.audio.2.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.3.zip'), 'remote_bytes': 1073077819, 'remote_md5': 'a4815775f8a5e629179726ee4cd4f55a', 'filename': 'TUT-acoustic-scenes-2017-development.audio.3.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.4.zip'), 'remote_bytes': 1072822038, 'remote_md5': '1732b03afe8c53ef8bba80ba14766e57', 'filename': 'TUT-acoustic-scenes-2017-development.audio.4.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.5.zip'), 'remote_bytes': 1072644652, 'remote_md5': '611be754a0c951185c6ae4b7643c19a0', 'filename': 'TUT-acoustic-scenes-2017-development.audio.5.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.6.zip'), 'remote_bytes': 1072667888, 'remote_md5': '165a201db800d3ea76fce5a9c2bd97d7', 'filename': 'TUT-acoustic-scenes-2017-development.audio.6.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.7.zip'), 'remote_bytes': 1073417661, 'remote_md5': 'c7d79db84264401c0f8680dcc36013ad', 'filename': 'TUT-acoustic-scenes-2017-development.audio.7.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.8.zip'), 'remote_bytes': 1072381222, 'remote_md5': '35043f25123439392338c790494c7a19', 'filename': 'TUT-acoustic-scenes-2017-development.audio.8.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.9.zip'), 'remote_bytes': 1072087738, 'remote_md5': '0805dcf5d8e6871dc9610182b2efb93a', 'filename': 'TUT-acoustic-scenes-2017-development.audio.9.zip'}, {'content_type': 'audio', 'remote_file': (source_url + 'TUT-acoustic-scenes-2017-development.audio.10.zip'), 'remote_bytes': 1046262120, 'remote_md5': '5df83a191295a04e290b125c634e13e7', 'filename': 'TUT-acoustic-scenes-2017-development.audio.10.zip'}]
    kwargs['audio_paths'] = ['audio']
    super(TUTAcousticScenes_2017_DevelopmentSet, self).__init__(**kwargs)