In the auditory domain, flexibility of cue weighting has been studied mainly in the context of speech perception where multiple cues may be used to assign a phonetic category to a given speech sound (see, e.g., Clayards et al. 2008; Idemaru and Holt 2011; Liu and Holt 2015). Mostly, listeners seem to rapidly learn and adjust weights assigned to different cues according to how informative they are (Clayards et al. 2008; Idemaru and Holt 2011; Liu and Holt 2015), but a lingering influence of sensitivity to long-term regularities has also been reported (Idemaru and Holt 2011). Research into cue weighting of non-speech stimuli, for example, discrimination of multitone patterns (Berg 1990; Lutfi and Jesteadt 2006), source identification of impact sounds (Lutfi and Liu 2007), discrimination of force of impact (Lutfi et al. 2011), or discrimination of the level of segments of sounds with an unpredictable temporal profile (Joosten et al. 2016), has shown that subjects do not always weight cues optimally according to how informative they are. Sometimes feedback helps to improve the use of cues (Joosten et al. 2016), but sometimes it does not (Berg 1990; Lutfi and Jesteadt 2006; Lutfi et al. 2011).