Among other things, techniques and systems are disclosed for detecting onsets. On a device, an audio signal is pre-processed in temporal domain. The pre-processed audio signal is smoothed on the device. A predetermined quantity of peaks is selectively identified in the pre-processed and smoothed audio signal based on a size of a sample window applied to the pre-processed and smoothed audio signal.