Study On Text-Independent Speaker Identification Using Gaussian Mixture Model
A tutorial on design automatic speaker identification GMM techniques. Automatic Speaker identification the
process in which the system decides who the person is, what group is a member of, or in the case of open-set case the person
is unknown. Speech processing and basic components of automatic speaker recognition are shown. This paper gives an
overview of major technological perspective and appreciation of the fundamental progress of speaker recognition and also
gives overview technique developed in each stage of speaker recognition. This paper helps in Speaker identification and
verification system based on Gaussian Mixture Model.
Keywords— Speaker Recognition, Generic Speaker, Speaker Identification, Speaker Verification, GMM.