paddleaudio.datasets.urban_sound module

class paddleaudio.datasets.urban_sound.UrbanSound8K(mode: str = 'train', split: int = 1, feat_type: str = 'raw', **kwargs)[source]

Bases: AudioClassificationDataset

UrbanSound8K dataset contains 8732 labeled sound excerpts (<=4s) of urban sounds from 10 classes: air_conditioner, car_horn, children_playing, dog_bark, drilling, enginge_idling, gun_shot, jackhammer, siren, and street_music. The classes are drawn from the urban sound taxonomy.

Reference:: A Dataset and Taxonomy for Urban Sound Research https://dl.acm.org/doi/10.1145/2647868.2655045

Methods

meta_info

alias of META_INFO

archieves = [{'url': 'https://zenodo.org/record/1203745/files/UrbanSound8K.tar.gz', 'md5': '9aa69802bbf37fb986f71ec1483a196e'}]

audio_path = 'UrbanSound8K/audio'

label_list = ['air_conditioner', 'car_horn', 'children_playing', 'dog_bark', 'drilling', 'engine_idling', 'gun_shot', 'jackhammer', 'siren', 'street_music']

meta = 'UrbanSound8K/metadata/UrbanSound8K.csv'

meta_info: alias of META_INFO