There are two fields:

audio: a 1-dimensional array of the speech signal that must be called to load and resample the audio file. 
intent_class: represents the class id of the speaker's intent. 

To make it easier for the model to get the label name from the label id, create a dictionary that maps the label name to an integer and vice versa: