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The Quantization Effect on Audio Signals for Wildlife Intruder Detection Systems

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Computer Aided Systems Theory – EUROCAST 2015 (EUROCAST 2015)

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Abstract

In this paper we present the influence of quantization of audio signals on D and S descriptors. These descriptors represent the number of samples between two consecutive real zeros and the number of points of local minima/maxima between two successive real zeros, respectively. It is shown that the number of the D/S pairs is almost constant and the behavior is almost the same till the number of bits is less than 6, in the proposed audio based wildlife intruder detection framework.

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References

  1. Bonadio, J.: Repurposed Phones Defend Rainforests (2015). http://billionsrising.org/repurposed-phones-defend-rainforests/

  2. Ghiurcau, M.V., Rusu, C., Bilcu, R.C., Astola, J.: Audio based solutions for detecting intruders in wild areas. Signal Process. 92(3), 829–840 (2012)

    Article  Google Scholar 

  3. Ackerman, E.: Topher White: Repurposing Cellphones to Defend the Rain Forest (2015). http://spectrum.ieee.org/geek-life/profiles/topher-white-repurposing-cellphones-to-defend-the-rain-forest

  4. Ghiurcau, M.V., Rusu, C., Bilcu, R.C.: A modified TESPAR algorithm for wildlife sound classification. In: 2010 IEEE International Symposium on Circuits and Systems, pp. 2370–2373. IEEE Press, Paris (2010)

    Google Scholar 

  5. King, R.A., Glossing, W.: Electron. Lett. 14(15), 456–457 (1978)

    Article  Google Scholar 

  6. King, R.A., Phipps, T.C.: Shannon, TESPAR and approximation strategies. In: 9th International Conference on Signal Processing Applications and Technology, Toronto, Canada, vol. 2, pp. 445–453 (1998)

    Google Scholar 

  7. Bond, F.E., Cahn, C.R.: A relationship between zero crossings and Fourier coefficients for bandwidth-limited functions. IRE Trans. Inf. Theory IT–4, 110–113 (1958)

    Article  Google Scholar 

  8. Licklidder, J.C.R., Pollack, I.: Effects of differentiation, integration and infinite peak clipping upon the intelligibility of speech. JASA 20(1), 42–51 (1948)

    Article  Google Scholar 

  9. Lupu, E., Feher, Z., Pop, P.G.: On the speaker verification using TESPAR coding method. In: International Symposium on Signals, Circuits & Systems, pp. 173–176. IEEE Press, Iasi (2003)

    Google Scholar 

  10. Popescu, M., Grama, L., Rusu, C., Sirbu, M.: Communication protocol for wireless sensor networks for energy consumption optimization. In: Workshop on Circuits, Systems and Information Technology (WCSIT). IEICE Press, Iasi (2014)

    Google Scholar 

  11. Todor, L., Zoicas, V., Grama, L., Rusu, C.: The SPG (signal processing group) sound database. Novice Insights Electron. Telecommun. Inf. Technol. 15(1), 62–65 (2014)

    Google Scholar 

  12. FreeSFX: Gunshot sounds. http://www.freesfx.co.uk/sfx/gun

  13. SoundBible: Free Sound Clips, Sound Bites, and Sound Effects. http://soundbible.com/

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Acknowledgments

This research is supported by the Human Resources Development Programme POSDRU/159/1.5/S/137516 financed by the European Social Fund and by the Romanian Government.

The work of second author has been supported by Grant PAV3M PN-II-PT-PCCA-2013-4-1762.

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Correspondence to Corneliu Rusu .

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Grama, L., Rusu, C. (2015). The Quantization Effect on Audio Signals for Wildlife Intruder Detection Systems. In: Moreno-Díaz, R., Pichler, F., Quesada-Arencibia, A. (eds) Computer Aided Systems Theory – EUROCAST 2015. EUROCAST 2015. Lecture Notes in Computer Science(), vol 9520. Springer, Cham. https://doi.org/10.1007/978-3-319-27340-2_81

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  • DOI: https://doi.org/10.1007/978-3-319-27340-2_81

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-27339-6

  • Online ISBN: 978-3-319-27340-2

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