1. A method for extracting speech recognition features from a speech signal coded as a bitstream, comprising: decoding the bitstream to recover linear predictive coding filter parameters; decoding the bitstream to recover a residual signal; and discriminatively combining the linear predictive coding filter parameters and the residual signal into speech recognition features.