Oscillations in the auditory system and their possible role

•Interpretation of auditory oscillations in confused by methodological issues.•Neural entrainment and oscillations likely have distinct mechanisms.•Gamma oscillations seem solidly established in the auditory cortex.•The role of oscillations in primary and non-primary auditory areas may differ.•Rhythmic inputs remain crucial for auditory processing.