Speech processing is the study of processing the speech signals and it is closely tied with natural language processing. The purpose of this survey study is to bring the collective idea of research happened on speech processing and recognition in the author point of view. In particular the author look at some of the technical developments underpinning these recent developments and look ahead to current study which promises to enable the next wave of innovations in accuracy and scale for speech processing.