| CPC G06F 3/017 (2013.01) [G06F 3/012 (2013.01); G06F 3/016 (2013.01); G06F 3/0346 (2013.01); G06F 3/044 (2013.01); G06F 3/165 (2013.01); H04R 1/1041 (2013.01)] | 20 Claims |

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1. A head-wearable audio device, comprising:
a motion sensor configured to detect a motion event associated with a first user and output one or more motion parameter values associated with the detected motion event;
a processor; and
a memory device, the memory device storing program code to be executed by the processor, the program code comprising:
a gesture-type recognizer configured to select a gesture type from among a plurality of gesture types based on at least a comparison of the one or more motion parameter values with a first set of per-user per-gesture-type recognition parameter values, the first set of per-user per-gesture type recognition parameter values generated based on a first plurality of sensor output signatures for the first user that is different than a second plurality of sensor output signatures for a second user;
an action determiner configured to select an action from among a plurality of actions based on at least the selected gesture type; and
an action controller configured to cause the selected action to be executed by at least one of the head-wearable audio device or a device that is communicatively coupled to the head-wearable audio device.
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