On approximating line spectral frequencies to LPC cepstral coefficients

Hong Kook Kim, Seung Ho Choi, Hwang Soo Lee · IEEE Transactions on Speech and Audio Processing · 2000

We propose an approximation of the line spectral frequencies (LSFs) to the LPC cepstral coefficients (LPCCs). A direct relationship between LPCC and LSF is derived, and new parameters, named pseudo-cepstral coefficients, are obtained by reducing some factors in the relationship. We also address the statistical properties of the pseudo-cepstral coefficients and show their useful application to speech recognition.

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