InĀ [2]:
e = EventExplorer()
e.plot_dataset_tree_graph('ESC50')
In this notebook, we explore the ESC-50 dataset through the scope of SALT. First, we plot the hierarchical tree graphs of standardized labels for the ESC-50 nodes. After, we explore the 1-1 mapping between the ESC-50 default labels and the standardized SALT labels.
from py_salt.event_mapping import EventExplorer
Let's start by plotting the tree graphs of ESC-50 from the SALT viewpoint
e = EventExplorer()
e.plot_dataset_tree_graph('ESC50')
Next, let's examine the one-to-one mapping between the ESC-50 default labels and the standardized labels
# Get the default ESC-50 labels
esc50_labels = e.get_dataset_labels('ESC50')
# For each ESC-50 label, find its corresponding standard label in SALT
for default_label in esc50_labels:
std_label = e.get_std_label_from_dataset_label(default_label)
print(f'ESC-50 label: {default_label}\nStandard label: {std_label}\n')
ESC-50 label: airplane Standard label: airplane ESC-50 label: car_horn Standard label: car_horn ESC-50 label: engine Standard label: engine ESC-50 label: helicopter Standard label: helicopter ESC-50 label: train Standard label: train ESC-50 label: chainsaw Standard label: chainsaw ESC-50 label: fireworks Standard label: fireworks ESC-50 label: glass_breaking Standard label: glass_break ESC-50 label: hand_saw Standard label: hand_saw ESC-50 label: clock_alarm Standard label: alarm_clock_ringing ESC-50 label: siren Standard label: siren_ringing ESC-50 label: clapping Standard label: clapping ESC-50 label: coughing Standard label: coughing ESC-50 label: breathing Standard label: breathing ESC-50 label: snoring Standard label: snoring ESC-50 label: sneezing Standard label: sneezing ESC-50 label: footsteps Standard label: footsteps ESC-50 label: brushing_teeth Standard label: brushing_teeth ESC-50 label: crying_baby Standard label: baby_crying ESC-50 label: drinking_sipping Standard label: drinking_or_sipping ESC-50 label: laughing Standard label: laughing ESC-50 label: cat meowing Standard label: cat_meowing ESC-50 label: chirping_birds Standard label: bird_chirping ESC-50 label: cow Standard label: cow ESC-50 label: crickets Standard label: cricket ESC-50 label: crow Standard label: crow ESC-50 label: dog Standard label: dog ESC-50 label: frog Standard label: frog ESC-50 label: hen Standard label: hen ESC-50 label: insects Standard label: insect ESC-50 label: pig Standard label: pig ESC-50 label: rooster Standard label: chicken_or_rooster ESC-50 label: sheep Standard label: sheep ESC-50 label: thunderstorm Standard label: thunderstorm ESC-50 label: wind Standard label: wind_blowing ESC-50 label: pouring_water Standard label: pouring_water ESC-50 label: rain Standard label: rain ESC-50 label: sea_waves Standard label: waves ESC-50 label: water_drops Standard label: water_drop ESC-50 label: toilet_flush Standard label: toilet_flush ESC-50 label: church_bells Standard label: church_bell ESC-50 label: vacuum_cleaner Standard label: vacuum_cleaner ESC-50 label: mouse_click Standard label: mouse_click ESC-50 label: can_opening Standard label: can_opening ESC-50 label: washing_machine Standard label: washing_machine ESC-50 label: door_wood_creaks Standard label: door_wood_creak ESC-50 label: door_wood_knock Standard label: door_knock ESC-50 label: keyboard_typing Standard label: keyboard_typing ESC-50 label: clock_tick Standard label: clock_tick ESC-50 label: crackling_fire Standard label: fire