Title :
Enhanced distance measure for LSP-based speech recognition
Author :
Kim, Hong Kook ; Kim, K.C. ; Lee, Hwang Soo
Author_Institution :
Dept. of Inf. & Commun. Eng., Korea Adv. Inst. of Sci. & Technol., Seoul, South Korea
Abstract :
A distance measure based on the line spectrum pair (LSP) representation is proposed for improving the performance of speech recognition systems. The quefrency weighted cepstrum is to the root-power sum (RPS) of the inverse filter what the proposed measure is to the RPS of the filter whose roots are on the unit circle and expressed as LSP frequencies. The recognition results on a set of 10 confusable syllables show that the performance of this measure is better than that of the Euclidean distance measure for the LSP.
Keywords :
filtering and prediction theory; spectral analysis; speech recognition; LSP-based speech recognition; confusable syllables; distance measure; inverse filter; line spectrum pair; quefrency weighted cepstrum;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19930979