164
Views
16
CrossRef citations to date
0
Altmetric
Original Articles

Audio analysis of statistically instantaneous signals with mixed Gaussian probability distributions

&
Pages 1333-1350 | Received 26 Oct 2009, Accepted 21 Mar 2011, Published online: 12 Jul 2012

References

  • Bell , AJ and Sejnowski , TJ . 1997 . The “independent Components” of Natural Scenes are Edge Filters . Vision Research , 37 : 3327 – 3338 .
  • Benaroya , L , Bimbot , F and Gribonval , R . 2006 . Audio Source Separation with a Single sensor . IEEE Transactions on, Audio, Speech, and Language Processing , 14 : 191 – 199 .
  • Blaschke , T and Wiskott , L . 2003 . CuBICA: Independent Component Analysis by Simultaneous Third- and Fourth-Order Cumulant Diagonalization . IEEE Transactions on Signal Processing , 52 : 1250 – 1256 .
  • Campbell , D , Jones , E and Glavin , M . 2009 . Audio Quality Assessment Techniques – A Review, and Recent Developments . Signal Processing , 89 : 1489 – 1500 .
  • Cardoso , J . 1998 . ‘Blind Signal Separation: Statistical Principles’ , in Proceedings of the IEEE 86 , 9 : 2009 – 2025 .
  • Cichocki , A and Amari , SI . 2002 . Adaptive Blind Signal and Image Processing: Learning Algorithms and Applications , New York, NY , , USA : John Wiley & Sons, Inc .
  • Cristescu , R . Ristaniemi, T., Joutsensalo, J. and Karhunen, J. (2000), ‘CDMA Delay Estimation Using Fast ICA Algorithm’, in, The 11th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications 2000, PIMRC 2000, vol. 2, pp.1117–1120
  • De Martino , F , Gentile , F , Esposito , F , Balsi , M , Di Salle , F , Goebel , R and Formisano , E . 2007 . Classification of fMRI Independent Components Using IC-fingerprints and Support Vector Machine Classifiers . NeuroImage , 34 : 177 – 194 .
  • Dubnov , S , Tabrikian , J and Targan , MA . 2006 . Speech Source Separation in Convolutive Environments Using Space-time-frequency Analysis . EURASIP Journal of Advances in Signal Processing , 2006 : 172 2006
  • Eriksson , J and Koivunen , V . 2004 . Identifiability, Separability, and Uniqueness of linear ICA Models . IEEE, Signal Processing Letters , 11 : 601 – 604 .
  • Foote , J . 1999 . An Overview of Audio Information Retrieval . Multimedia Systems , 7 : 2 – 10 .
  • Hansen , JHL . and Pellom, B.L. (1998). ‘An Effective Quality Evaluation Protocol for Speech Enhancement Algorithms’, in, Proceedings of International Conference on Spoken Language Processing (ICSLP), Sydney, Australia, pp. 2819–2822
  • He , T , Clifford , G and Tarassenko , L . 2006 . Application of Independent Component Analysis in Removing Artefacts from the Electrocardiogram . Neural Computing & Applications , 15 : 105 – 116 .
  • Hyvärinen , A . 1999 . Fast and Robust Fixed-Point Algorithms for Independent Component Analysis . IEEE Transactions on Neural Networks , 10 : 626 – 634 .
  • Hyvarinen , A , Karhunen , J and Oja , E . 2001 . Independent Component Analysis , New York, NY , , USA : Wiley Interscience .
  • Jang , GJ and Lee , TW . 2003 . A Maximum Likelihood Approach to Singlechannel Source Separation . Journal of Machine Learning Research , 4 : 1365 – 1392 .
  • Klatt , D . (1982), ‘Text-to-Speech Conversion System’, in, Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Cambridge, MA, pp. 1589–1592
  • Lee , TW . 1998 . Independent Component Analysis: Theory and Applications , MA, USA : Kluwer Academic Publishers .
  • Lee , TW , Girolami , M , Bell , AJ and Sejnowski , TJ . 2000 . A Unifying Information-theoretic Framework for Independent Component Analysis . Computers & Mathematics with Applications , 39 : 1 – 21 .
  • Lee , TW . Lewicki, M.S., and Sejnowski, T.J. (1999), ‘Unsupervised Classification with Non-Gaussian Mixture Models Using ICA’, in Proceedings of the 1998 Conference on Advances in Neural Information Processing Systems, Cambridge, MA, USA: MIT Press, pp. 508–514
  • Morita , S . and Nanri, Y. (2006), ‘Sound Source Separation of Trio using Stereo Musig Sound Signal Based on Independent Component Analysis’, in 2006 IEEE International Conference on, Multimedia and Expo, pp. 185–188
  • Pham , D . Garrat, P., and Jutten, C. (1992), ‘Separation of a Mixture of Independent Sources Through a Maximum Likelihood Approach’, in European Signal Processing Conference, pp. 771–774
  • Stone , JV . 2002 . Independent Component Analysis: an Introduction . Trends in Cognitive Sciences , 6 : 59 – 64 .
  • Vincent , E , Gribonval , R and Fevotte , C . 2006 . Performance Measurement in Blind audio Source Separation . IEEE Transactions on, Audio, Speech, and Language Processing , 14 : 1462 – 1469 .
  • Wilson , K . (2007), ‘Speech Source Separation by Combining Localization Cues with Mixture Models of Speech Spectra’, in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol. 1, pp. 33–36
  • Zarzoso , V , Murillo-Fuentes , JJ , Boloix-Tortosa , R and Nandi , AK . 2006 . Optimal Pairwise Fourth-order Independent Component Analysis . IEEE Transactions on, Signal Processing , 54 : 3049 – 3063 .
  • Zarzoso , V and Nandi , AK . 2002 . Blind Separation of Independent Sources for Virtually Any Source Probability Density Function . IEEE Transactions on, Signal Processing , 47 : 2419 – 2432 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.