Akdeniz, RYarman, BS2024-06-122024-06-1220000-7803-6475-9https://hdl.handle.net/20.500.14551/2625143rd IEEE Midwest Symposium on Circuits and Systems -- AUG 08-11, 2000 -- LANSING, MIBefore this study, we proposed a novel method to represent signals in terms of, so called, Signature Base Functions-SBF which were extracted from the physical features of the waveform under consideration. SBF were determined in ad-hoc manner, which requires tedious search process, and they were not orthogonal. Furthermore, optimality of SBF was in question. In this work however, we suggest a well-organized procedure to generate Optimum Orthogonal Signature Base Functions-OSBF for selected waveforms, which in turn provides excellent means for signal representations. It is shown that the new method of signal representation, which is based on OSBF, requires less computation time with substantial signal compression and results in efficient speaker dependent recognition.eninfo:eu-repo/semantics/closedAccess[No Keywords]Conference Object12821285N/AWOS:0001720993002982-s2.0-0034466262N/A