My understanding is that auditory hallucinations are more common in schizophrenia which makes this more of a WTF.

Aphantasiac here so this raises an obvious question. Cursory search suggests visual hallucinations due to drugs or schizophrenia are reported. Conscious and involuntary visualisation seem to be somewhat independent.