1. A device for reducing reverberation in an audio signal, the device comprising: computer-readable memory storing executable instructions; one or more physical computer processors in communication with the computer-readable memory, wherein the one or more physical computer processors are programmed by the executable instructions to at least: receive an input audio signal; determine a first sub-band sample from the input audio signal, wherein the first sub-band sample corresponds to a first capture time range and a first frequency band, the first capture time range identifying a first period of time during which the first sub-band sample was captured; obtain first dereverberation weights corresponding to the first frequency band; determine a first dereverberated sub-band sample using the first dereverberation weights, the first sub-band sample, and a first plurality of sub-band samples corresponding to a period of time of capture preceding the first capture time range, wherein the first dereverberated sub-band sample corresponds to the first frequency band and the first capture time range, and the first plurality of sub-band samples includes samples having frequencies included in the first frequency band; generate a first dereverberated output audio sample using the first dereverberated sub-band sample; determine a second sub-band sample from the input audio signal, wherein the second sub-band sample corresponds to a second capture time range and the first frequency band, the second capture time range identifying a second period of time of capture occurring after the first capture time range; obtain a first Cholesky factor of a first matrix corresponding to the first dereverberation weights; generate a second Cholesky factor of a second matrix using the second sub-band sample, the first Cholesky factor, and a second plurality of sub-band samples corresponding to a third period of time of capture preceding the second capture time range and including samples having frequencies included in the first frequency band; generate second dereverberation weights using the second Cholesky factor; generate a second dereverberated sub-band sample using the second dereverberation weights, the second sub-band sample, and the second plurality of sub-band samples, wherein the second dereverberated sub-band sample corresponds to the first frequency band and the second capture time range; and generate a second dereverberated output audio sample using the second dereverberated sub-band sample.