Adjustment of volume level of a mobile device, by the mobile device without direct or manual user-input, based on one or more contextual parameters detected by the mobile device, such as ambient noise level. A query or other techniques may be used for the adjustment to be ignored. The system may be trained over time by modifying the one or more contextual parameters due to detecting events or sequences of events, such as a user ignoring attenuation in a particular situation.