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Speech Coding Based on Spectral Dynamics

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Text, Speech and Dialogue (TSD 2006)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4188))

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Abstract

In this paper we present first experimental results with a novel audio coding technique based on approximating Hilbert envelopes of relatively long segments of audio signal in critical-band-sized sub-bands by autoregressive model. We exploit the generalized autocorrelation linear predictive technique that allows for a better control of fitting the peaks and troughs of the envelope in the sub-band. Despite introducing longer algorithmic delay, improved coding efficiency is achieved. Since the described technique does not directly model short-term spectral envelopes of the signal, it is suitable not only for coding speech but also for coding of other audio signals.

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References

  1. Spanias, A.S.: Speech Coding: A Tutorial Review. Proc. of IEEE 82(10) (October 1994)

    Google Scholar 

  2. Vinton, M.S., Atlas, L.E.: A scalable and progressive audio codec. In: Proc. of ICASSP, Salt Lake City, USA, vol. 5, pp. 3277–3280 (May 2001)

    Google Scholar 

  3. Athineos, M., Hermansky, H., Ellis, D.P.W.: LP-TRAP: Linear predictive temporal patterns. In: Proc. of ICSLP, Jeju, S. Korea, pp. 1154–1157 (October 2004)

    Google Scholar 

  4. Makhoul, J.: Linear Prediction: A Tutorial Review. Proc. of IEEE 63(4) (April 1975)

    Google Scholar 

  5. Hermansky, H.: Perceptual linear predictive (PLP) analysis for speech. J. Acoust. Soc. Am., 1738–1752 (1990)

    Google Scholar 

  6. Hermansky, H., Fujisaki, H., Sato, Y.: Analysis and Synthesis of Speech based on Spectral Transform Linear Predictive Method. In: Proc. of ICASSP, Boston, USA, vol. 8, pp. 777–780 (April 1983)

    Google Scholar 

  7. Schimmel, S., Atlas, L.: Coherent Envelope Detector for Modulation Filtering of Speech. In: Proc. of ICASSP, Philadelphia, USA, vol. 1, pp. 221–224 (May 2005)

    Google Scholar 

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© 2006 Springer-Verlag Berlin Heidelberg

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Motlíček, P., Hermansky, H., Garudadri, H., Srinivasamurthy, N. (2006). Speech Coding Based on Spectral Dynamics. In: Sojka, P., Kopeček, I., Pala, K. (eds) Text, Speech and Dialogue. TSD 2006. Lecture Notes in Computer Science(), vol 4188. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11846406_59

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