Have a personal or library account? Click to login
Blind audio source separation based on a new system model and the Savitzky-Golay filter Cover

Blind audio source separation based on a new system model and the Savitzky-Golay filter

By: Pengfei Xu,  Yinjie Jia and  Mingxin Jiang  
Open Access
|Jul 2021

References

  1. [1] J. Herault, C. Jutten, and B. Ans, “Détection de grandeurs primitives dans un message composite par une architecture de calcul neuromimetique en apprentissage non supervise”, Proceedings of the 10 th Symposium on Signal and Image Processing, Nice, France, pp. 1017-1022 (1985).
  2. [2] P. Xu, Y. Jia, Z. Wang, and M. Jiang, “Underdetermined Blind Source Separation for Sparse Signals Based on the Law of Large Numbers and Minimum Intersection Angle Rule”, Circuits Systems and Signal Processing, 39, 5, pp. 2442-2458 (2020).10.1007/s00034-019-01263-2
  3. [3] Y. Jia and P. Xu, “Convolutive Blind Source Separation for Communication Signals Based on the Sliding Z-Transform”, IEEE Access, 8, pp. 41213-41219 (2020).10.1109/ACCESS.2020.2976700
  4. [4] P. Xu and Y. Jia, “Blind source separation based on source number estimation and fast-ICA with a novel non-linear function”, Proceedings of the romanian academy series a-mathematics physics technical sciences information science, 21, 2, 93-194 (2020).
  5. [5] D. D. Taralunga, I. Gussi, and R. Strungaru, “A new method for fetal electrocardiogram denoising using blind source separation and empirical mode decomposition”, Rev. Roum. Sci. Techn. - lectrotechn. Et nerg., 61, 1, pp. 94-98 (2016).
  6. [6] J. Ma and X. Zhang, “Blind Source Separation Algorithm Based on Maximum Signal Noise Ratio”, Proceedings of the 2008 IEEE First International Conference on Intelligent Networks and Intelligent Systems, Wuhan, China, pp. 625-628 (2008).10.1109/ICINIS.2008.109
  7. [7] Z. Gu, T. Fan, Q. Lv, J. Chen, D. Ye, J. Huangfu, and L. Ran, “Remote Blind Motion Separation Using a Single-Tone SIMO Doppler Radar Sensor”, IEEE Transactions on Geoscience and Remote Sensing, 57, 1, pp. 462-472 (2019).10.1109/TGRS.2018.2856902
  8. [8] Z. Saleem, S. Al-Ghadhban, and T. Y. Al-Naffouri, “On the use of blind source separation for peak detection in spectrum sensing”, Proceedings of IEEE International Conference on Control System, Computing and Engineering, Penang, Malaysia, pp. 23 - 25 (2012).10.1109/ICCSCE.2012.6487117
  9. [9] Z. Gu, J. Wang, F. Shen, K. Xu, D. Ye, and J. Huangfu, “Blind Separation of Doppler Human Gesture Signals Based on Continuous-Wave Radar Sensors”, IEEE Transactions on Instrumentation and Measurement, 68, 7, pp. 2659-2661 (2019).10.1109/TIM.2019.2896364
  10. [10] Y. Zhang, X. Shi, and C. H. Chen, “A Gaussian mixture model for underdetermined independent component analysis”, Signal Processing, 86, 7, pp. 1538-1549 (2006).10.1016/j.sigpro.2005.08.009
  11. [11] M. Borga, “Learning multidimensional signal processing”, PhD dissertation, Linkoping University, Sweden (1998).
  12. [12] A. Savitzky and M. J. E. Golay, “Smoothing and differentiation of data by simplified least squares procedures”, Analytical Chemistry, 36, 11, pp. 1627 - 1639 (1964).10.1021/ac60214a047
  13. [13] R. W. Schafer, “What is a Savitzky-Golay filter?”, IEEE Signal Processing Magazine, 28, 4, pp. 111-117 (2011).10.1109/MSP.2011.941097
  14. [14] D. Acharya, A. Rani, S. Agarwal, and V. Singh, “Application of Adaptive Savitzky-Golay Filter for EEG Signal Processing”, Perspectives on Science, 8, pp. 677-679 (2016).10.1016/j.pisc.2016.06.056
  15. [15] J. Chen, P. Jönsson, M. Tamura, Z. Gu, B. Matsushita, and L. Eklundh, “A Simple Method for Reconstructing a High-Quality NDVI Time-Series Data Set Based on the Savitzky-Golay Filter”, Remote Sensing of Environment, 91, 3, pp. 332-344 (2004).10.1016/j.rse.2004.03.014
  16. [16] E. Vincent, R. Gribonval, and C. Fevotte, “Performance measurement in blind audio source separation”, IEEE Transactions on Audio, Speech, and Language Processing, 14, 4, pp. 1462-1469 (2006).10.1109/TSA.2005.858005
DOI: https://doi.org/10.2478/jee-2021-0029 | Journal eISSN: 1339-309X | Journal ISSN: 1335-3632
Language: English
Page range: 208 - 212
Submitted on: May 17, 2021
Published on: Jul 15, 2021
Published by: Slovak University of Technology in Bratislava
In partnership with: Paradigm Publishing Services
Publication frequency: 6 issues per year

© 2021 Pengfei Xu, Yinjie Jia, Mingxin Jiang, published by Slovak University of Technology in Bratislava
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.