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Multimodal Human-Robot Interaction from the Perspective of a Speech Scientist Read chapter Read first chapter

2015 | OriginalPaper | Chapter

Fast Algorithm for Precise Estimation of Fundamental Frequency on Short Time Intervals

Authors : Andrey Barabanov, Alexandr Melnikov, Valentin Magerkin, Evgenij Vikulov

Published in: Speech and Computer

Publisher: Springer International Publishing

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Abstract

Fast algorithms are proposed for precise estimation of the Fundamental frequency on a short time interval. The approach is a generalization of the unbiased frequency estimator. Its computational complexity is proportional to that of FFT on the same time interval. A trade-off between approximation error and numerical speed is established. The result is generalized to the linear trend model. The lower bound is obtained for the time interval length with a nonsingular information matrix in the estimation problem. The frequency estimation algorithm is not sensitive to big random noises.

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previous chapter Estimation of Vowel Spectra Near Vocal Chords with Restoration of a Clipped Speech Signal
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Literature
1.
Stylianou, Y.: Harmonic plus Noise Models for speech, combined with statistical methods, for speech and speaker modification. Ph.D. thesis. Ecole Nationale Superieure des Telecommunications, Paris (1996)
2.
de Cheveigne, A., Kawahara, H.: YIN, a fundamental frequency estimator for speech and music. JASA 111(4), 1917–1930 (2002)CrossRef
3.
Griffin, D.W., Lim, J.S.: Multiband excitation vocoder. IEEE Trans. Acoustic Speech Sig. Process. 36(8), 1223–1235 (1988)CrossRefMATH
4.
Pirker, G., Wohlmayr, M., Petrik, S., Pernkopf, F.: A pitch tracking corpus with evaluation on multipitch tracking scenario. In: INTERSPEECH, pp. 1509–1512 (2011)
5.
Kasi, K., Zahorian, S.A.: Yet another algorithm for pitch tracking. IEEE Trans. Acoustic Speech Sig. Process. 1, 361–364 (2002)
6.
Camacho, A.: SWIPE: a sawtooth waveform inspired pitch estimator for speech and music. Doctoral dissertation, University of Florida (2007)
7.
Talkin, D.: A robust algorithm for pitch tracking (RAPT). In: Kleijn, W.B., Paliwal, K.K. (eds.) Speech Coding and Synthesis, pp. 495–518. Elsevier, Amsterdam (1995)
8.
Gonzalez, S., Brookes, M.: A pitch estimation filter robust to high levels of noise (PEFAC). In: IEEE 19th European Signal Processing Conference, pp. 451–455 (2011)
Metadata
Title
Fast Algorithm for Precise Estimation of Fundamental Frequency on Short Time Intervals
Authors
Andrey Barabanov
Alexandr Melnikov
Valentin Magerkin
Evgenij Vikulov
Copyright Year
2015
Book
Speech and Computer

Print ISBN: 978-3-319-23131-0

Electronic ISBN: 978-3-319-23132-7

Copyright Year: 2015

DOI
https://doi.org/10.1007/978-3-319-23132-7_27

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