For this use case sample audio clips aren't provided. However, the file random_id_00_000000.wav
is provided as a sample placeholder.
The data used for this application sample comes from https://zenodo.org/record/3384388#.X6GILFNKiqA and the model included in this example is trained on the ‘Slider’ part of the dataset.
The machine ID (00, 02, 04, 06) the clip comes from must be in the file name for the application to work.
The file name should have a pattern that matches e.g. <any>_<text>_00_<here>.wav
if the audio was from machine ID 00 or <any>_<text>_02_<here>.wav
if it was from machine ID 02 etc. For example:
anomaly_id_00_00000000.wav
normal_id_00_00000004.wav