Closed apmcleod closed 5 years ago
This would introduce all sorts of complications if we shift the degraded excerpts to 0, including:
Still, it would be easy for a model to discover that any excerpt not beginning at 0 is degraded.
One possible solution would be to add some random amount of space (Say between 0 and 100 ms) to the start of each excerpt upon the creation of the excerpt. ie, here: https://github.com/JamesOwers/midi_degradation_toolkit/blob/master/make_dataset.py#L458
This would introduce all sorts of complications if we shift the degraded excerpts to 0, including:
Still, it would be easy for a model to discover that any excerpt not beginning at 0 is degraded.
One possible solution would be to add some random amount of space (Say between 0 and 100 ms) to the start of each excerpt upon the creation of the excerpt. ie, here: https://github.com/JamesOwers/midi_degradation_toolkit/blob/master/make_dataset.py#L458