Title :
Estimating the error bound in QOBE Vowel classification
Author :
Joachim, Dale ; Kraus, Timothy ; Mandour, Gihan I.
Author_Institution :
Massachusetts Inst. of Technol. Cambridge, Cambridge
Abstract :
Well documented adaptive properties of quasi-optimal bounding ellipsoid (QOBE) algorithms depend on the choices of error bound. Such dependency becomes particularly noticeable in QOBE linear parameter estimation of speech signals. Vowel classification, for example, would therefore stands to benefit from the efficiency of QOBE algorithms. This paper discusses tradeoffs in error bound estimation and presents related experiments and simulations.
Keywords :
error statistics; speech processing; error bound estimation; linear parameter estimation; quasi-optimal bounding ellipsoid algorithm; speech signal; vowel classification; Computer errors; Computer science; Digital signal processing; Ellipsoids; Estimation error; Laboratories; Noise measurement; Parameter estimation; Physics; Speech;
Conference_Titel :
Circuits and Systems, 2007. MWSCAS 2007. 50th Midwest Symposium on
Conference_Location :
Montreal, Que.
Print_ISBN :
978-1-4244-1175-7
Electronic_ISBN :
1548-3746
DOI :
10.1109/MWSCAS.2007.4488608