Title :
Speaker identification by multivariable linear prediction analysis
Author_Institution :
Cambridge University, Cambridge, England
Abstract :
Summary form only given. The paper gives a solution of the problem of separating n speakers observed by m microphons by modelling the n speakers as a multi-input, multi-output (MIMO) system. The paper demonstrates that for separation there is the requirement m = n, not surprisingly, shows the limitations of machine analysis in the cocktail party situation m = 2, gives an algorithm with results for the example m = n = 2 and comments on some applications of the method in conference telephony, speaker position measurement etc.
Keywords :
Algorithm design and analysis; Microphones; Polynomials; Position measurement; Predictive models; Speech analysis; System identification; Telephony; Vectors;
Conference_Titel :
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '76.
Conference_Location :
Philadelphia, PA, USA
DOI :
10.1109/ICASSP.1976.1169989