Title :
A real time speaker verification system using hidden Markov models
Author :
Logan, E.A. ; Wrench, A.A. ; Sutherland, A.M. ; Jack, M.A.
Author_Institution :
Centre for Speech Technol. Res., Edinburgh Univ., UK
Abstract :
Presents the structure of a real time speaker verification system and discusses the chosen theoretical approach based on Hidden Markov Modeling (HMM) techniques. Details of a prototype system using a standard hardware configuration including an IBM PC/AT with a signal processor and a transputer card are included. Preliminary results from speaker verification tests are discussed and the paper concludes with a discussion of future possibilities for such systems
Keywords :
Markov processes; speech recognition; HMM; Hidden Markov Modeling; IBM PC/AT; hidden Markov models; prototype system; speaker verification system;
Conference_Titel :
Systems and Applications of Man-Machine Interaction Using Speech I/O, IEE Colloquium on
Conference_Location :
London
