Bleeping has been used for many years as a means of censoring TV programs to remove content not deemed suitable for "family" or "daytime" viewing and personal information for privacy.
Bleeping is normally only used in unscripted programs - documentaries, radio features, panel games etc. - since scripted drama and comedy are designed to suit the time of broadcast.