Browsing by Subject "Linear predictive coding"
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Item Open Access Low bit rate speech coding methods and a new interframe differential coding scheme for line spectrum pairs(1992) Erzin, EnginLow bit rate speech coding techniques and a new coding scheme for vocal tract parameters are presented. Linear prediction based voice coding techniques (linear predictive coding and code excited linear predictive coding) are examined and implemented. A new interframe differential coding scheme for line spectrum pairs is developed. The new scheme reduces the spectral distortion of the linear predictive filter while maintaining a high compression ratio.Item Open Access Subband analysis for robust speech recognition in the presence of car noise(IEEE, 1995-05) Çetin, A. Enis; Yardımcı, Y.; Erzin, EnginIn this paper, a new set of speech feature representations for robust speech recognition in the presence of car noise are proposed. These parameters are based on subband analysis of the speech signal. Line Spectral Frequency (LSF) representation of the Linear Prediction (LP) analysis in subbands and cepstral coefficients derived from subband analysis (SUBCEP) are introduced, and the performances of the new feature representations are compared to mel scale cepstral coefficients (MELCEP) in the presence of car noise. Subband analysis based parameters are observed to be more robust than the commonly employed MELCEP representations.