Is time-domain convolution too slow? (Yes it is.) Learn how to do lightning-fast convolution in the frequency domain. This will also help you understand that wavelet convolution is really just filtering.This video is about 30 minutes long.

Download the Matlab script for convolution via frequency-domain multiplication.
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in html5 by Mike X Cohen.