1. A method of detecting voice activity from an input signal having a silent period and a speech period, the method comprising: determining an occurrence of an initial silent period; computing an autoregressive (AR) parameter from the initial silent period; storing information associated with the silent and speech periods in a database; computing a threshold from the database; and outputting a decision value based on at least one of: the AR parameter, the threshold and the database.