A hearing device comprises a) at least one input
transducer configured to pick up sound from an acoustic environment around the user when the user is wearing the hearing device, the at least one input
transducer providing at least one electric input
signal representative of said sound, b) at least one analysis
filter bank configured to provide said at least one electric input
signal as a multitude of frequency sub-band signals, the at least one analysis
filter bank comprising b1) a plurality of M first filters hm(n), whose impulse responses are modulated from a first
prototype filter h(n), where m=0, 1, . . . , M−1 is a
frequency band index, and n is a
time index, c) a processor for
processing said at least one electric input
signal provided by said at least one analysis
filter bank, or a signal originating therefrom, and providing a processed signal, d) an output
transducer configured to provide stimuli perceivable as sound to the user in dependence of said processed signal, and e) a controller for controlling said analysis filter
bank by applying a different first
prototype filter to said at least one filter
bank in dependence of said current acoustic environment. A method of operating a hearing device is further disclosed.