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Speaker Recognition System Speaker Recognition System speaker recognition Speech signal is basically meant to carry the information about the linguistic message. But, it also contains the speaker-specific information. This thesis deals with a text based speaker identification system; i.e., to find the identity of a person using his/her speech from a group of persons already.