{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,4]],"date-time":"2025-11-04T16:17:45Z","timestamp":1762273065997},"reference-count":45,"publisher":"Springer Science and Business Media LLC","issue":"9","license":[{"start":{"date-parts":[[2023,4,19]],"date-time":"2023-04-19T00:00:00Z","timestamp":1681862400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,4,19]],"date-time":"2023-04-19T00:00:00Z","timestamp":1681862400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Circuits Syst Signal Process"],"published-print":{"date-parts":[[2023,9]]},"DOI":"10.1007\/s00034-023-02350-1","type":"journal-article","created":{"date-parts":[[2023,4,19]],"date-time":"2023-04-19T15:04:16Z","timestamp":1681916656000},"page":"5338-5357","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Single-Channel Blind Source Separation using Adaptive Mode Separation-Based Wavelet Transform and Density-Based Clustering with Sparse Reconstruction"],"prefix":"10.1007","volume":"42","author":[{"given":"Mina","family":"Kemiha","sequence":"first","affiliation":[]},{"given":"Abdellah","family":"Kacha","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,4,19]]},"reference":[{"key":"2350_CR1","unstructured":"NOIZEUS database. http:\/\/ecs.utdallas.edu\/loizou\/speech\/noizeus\/"},{"key":"2350_CR2","unstructured":"S. Al-Baddai, and al., Combining EMD with ICA to Analyze Combined EEG-fMRI Data. in Proceeding of the MIUA. UK. pp 223\u2013228. (2014)."},{"issue":"12","key":"2350_CR3","doi-asserted-by":"publisher","first-page":"2377","DOI":"10.1109\/TASLP.2016.2602546","volume":"24","author":"T Barker","year":"2016","unstructured":"T. Barker, T. Virtanen, Blind separation of audio mixtures through nonnegative tensor factorization of modulation spectrograms. IEEE\/ACM Trans. Audio Speech Lang. Process. 24(12), 2377\u20132389 (2016)","journal-title":"IEEE\/ACM Trans. Audio Speech Lang. Process."},{"issue":"10","key":"2350_CR4","doi-asserted-by":"publisher","first-page":"3873","DOI":"10.1109\/TSP.2006.879267","volume":"54","author":"I Bekkerman","year":"2006","unstructured":"I. Bekkerman, J. Tabrikian, Target detection and localization using mimo radars and sonars. IEEE Trans. Signal Process. 54(10), 3873\u20133883 (2006)","journal-title":"IEEE Trans. Signal Process."},{"key":"2350_CR5","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1002\/acs.846","volume":"19","author":"M Bouchard","year":"2005","unstructured":"M. Bouchard, F. Albu, The Gauss-Seidel fast affine projection algorithm for multichannel active noise control and sound reproduction systems. Int. J. Adapt. Control Signal Process 19, 107\u2013123 (2005)","journal-title":"Int. J. Adapt. Control Signal Process"},{"issue":"7","key":"2350_CR6","doi-asserted-by":"publisher","first-page":"1986","DOI":"10.1109\/JSEN.2015.2506982","volume":"16","author":"X Chen","year":"2016","unstructured":"X. Chen, A. Liu, Removing muscle artifacts from EEG data: multichannel or single-channel techniques? IEEE Sens J 16(7), 1986\u20131997 (2016)","journal-title":"IEEE Sens J"},{"key":"2350_CR7","volume-title":"Adaptive Blind Signal and Image Processing","author":"A Cichocki","year":"2003","unstructured":"A. Cichocki, S. Amari, Adaptive Blind Signal and Image Processing (Wiley, New York, 2003)"},{"key":"2350_CR8","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1016\/j.apacoust.2015.02.010","volume":"96","author":"I Darazirar","year":"2015","unstructured":"I. Darazirar, M. Djendi, A two-sensor Gauss-Seidel fast affine projection algorithm for speech enhancement and acoustic noise reduction. Appl. Acoustics 96, 39\u201352 (2015)","journal-title":"Appl. Acoustics"},{"key":"2350_CR9","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611970104","volume-title":"Ten Lectures on Wavelets","author":"I Daubechies","year":"1992","unstructured":"I. Daubechies, Ten Lectures on Wavelets (SIAM, Philadelphia, PA, USA, 1992)"},{"issue":"3","key":"2350_CR10","doi-asserted-by":"publisher","first-page":"531","DOI":"10.1109\/TSP.2013.2288675","volume":"62","author":"K Dragomiretskiy","year":"2014","unstructured":"K. Dragomiretskiy, D. Zosso, Variational mode decomposition. IEEE Trans. Signal Process. 62(3), 531\u2013544 (2014)","journal-title":"IEEE Trans. Signal Process."},{"key":"2350_CR11","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1016\/S1077-3142(03)00077-8","volume":"91","author":"BA Draper","year":"2003","unstructured":"B.A. Draper et al., Recognizing faces with PCA and ICA. Comput Vis Image Underst 91, 115\u2013137 (2003)","journal-title":"Comput Vis Image Underst"},{"key":"2350_CR12","doi-asserted-by":"publisher","first-page":"766","DOI":"10.1109\/TASL.2008.919073","volume":"16","author":"Z Duan","year":"2008","unstructured":"Z. Duan, Y. Zhang, C. Zhang, Z. Shi, Unsupervised single-channel music source separation by average harmonic structure modeling. IEEE Trans. Audio Speech Lang. Process 16, 766\u2013778 (2008)","journal-title":"IEEE Trans. Audio Speech Lang. Process"},{"key":"2350_CR13","doi-asserted-by":"crossref","unstructured":"A. Eronen, Musical instrument recognition using ICA-based transform of features and discriminatively trained HMMs. In proceedings of the 7th International Symposium on Signal processing and Its Applications, Paris (2003).","DOI":"10.1109\/ISSPA.2003.1224833"},{"issue":"3","key":"2350_CR14","doi-asserted-by":"publisher","first-page":"793","DOI":"10.1162\/neco.2008.04-08-771","volume":"21","author":"C F\u00e9votte","year":"2009","unstructured":"C. F\u00e9votte, N. Bertin, J.-L. Durrieu, Nonnegative matrix factorization with the itakura-saito divergence: with application to music analysis. Neural Comput. 21(3), 793\u2013830 (2009)","journal-title":"Neural Comput."},{"key":"2350_CR15","unstructured":"C. F\u00e9votte, R. Gribonval, E. Vincent, BSS EVAL toolbox user guide, IRISA (2005). http:\/\/www.irisa.fr\/metiss\/bss_eval"},{"issue":"16","key":"2350_CR16","doi-asserted-by":"publisher","first-page":"3999","DOI":"10.1109\/TSP.2013.2265222","volume":"61","author":"J Gilles","year":"2013","unstructured":"J. Gilles, Empirical wavelet transform. IEEE Trans. Sign. Process. 61(16), 3999\u20134010 (2013)","journal-title":"IEEE Trans. Sign. Process."},{"issue":"24","key":"2350_CR17","first-page":"1","volume":"2","author":"EAP Habets","year":"2006","unstructured":"E.A.P. Habets, Room impulse response generator. Tech. Rep. 2(24), 1 (2006)","journal-title":"Tech. Rep."},{"issue":"18","key":"2350_CR18","doi-asserted-by":"publisher","first-page":"3807","DOI":"10.1177\/1077546314566041","volume":"22","author":"MA Haile","year":"2016","unstructured":"M.A. Haile, B. Dykas, Blind source separation for vibrationbased diagnostics of rotorcraft bearings. J. Vib. Control 22(18), 3807\u20133820 (2016)","journal-title":"J. Vib. Control"},{"issue":"5","key":"2350_CR19","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1007\/BF00927673","volume":"4","author":"MR Hestenes","year":"1969","unstructured":"M.R. Hestenes, Multiplier and gradient methods. J. Optim. Theory Appl. 4(5), 303\u2013320 (1969)","journal-title":"J. Optim. Theory Appl."},{"key":"2350_CR20","doi-asserted-by":"crossref","unstructured":"N.E. Huang, et al., The empirical mode decomposition and the Hilbert spectrum for nonlinear and nonstationary time series analysis. in Proceedings of The Royal Society A Mathematical Physical and Engineering Sciences 454(1971) pp 903\u2013995 (1998)","DOI":"10.1098\/rspa.1998.0193"},{"issue":"17","key":"2350_CR21","doi-asserted-by":"publisher","first-page":"22115","DOI":"10.1007\/s11042-018-5619-z","volume":"77","author":"X Huang","year":"2018","unstructured":"X. Huang, L. Yang, R. Song, W. Lu, Effective pattern recognition and find-density-peaks clustering based blind identification for underdetermined speech mixing systems. Multimed. Tools Appl. 77(17), 22115\u201322129 (2018)","journal-title":"Multimed. Tools Appl."},{"issue":"11","key":"2350_CR22","doi-asserted-by":"publisher","first-page":"4670","DOI":"10.1007\/s00034-017-0539-0","volume":"36","author":"M Kemiha","year":"2017","unstructured":"M. Kemiha, A. Kacha, Complex blind source separation. Circ. Syst. Sign. Pr 36(11), 4670\u20134687 (2017)","journal-title":"Circ. Syst. Sign. Pr"},{"issue":"2","key":"2350_CR23","doi-asserted-by":"publisher","first-page":"658","DOI":"10.1007\/s00034-017-0566-x","volume":"37","author":"A Kumar","year":"2018","unstructured":"A. Kumar, C.V. Rama Rao, A. Dutta, Performance analysis of blind source separation using canonical correlation. Circuits. Syst. Sign. Process. 37(2), 658\u2013673 (2018)","journal-title":"Circuits. Syst. Sign. Process."},{"issue":"4","key":"2350_CR24","doi-asserted-by":"publisher","first-page":"696","DOI":"10.1109\/LGRS.2019.2930583","volume":"17","author":"F Li","year":"2020","unstructured":"F. Li et al., Seismic time\u2013frequency analysis via adaptive mode separation-based wavelet transform. IEEE Geosci. Remote. Sens. Lett. 17(4), 696\u2013700 (2020)","journal-title":"IEEE Geosci. Remote. Sens. Lett."},{"key":"2350_CR25","doi-asserted-by":"publisher","first-page":"2321","DOI":"10.1109\/TSP.2022.3171093","volume":"70","author":"L Li","year":"2022","unstructured":"L. Li, C.K. Chui, Q. Jiang, Direct signal separation via extraction of local frequencies with adaptive time-varying parameters. IEEE Trans. Sign. Process. 70, 2321\u20132333 (2022)","journal-title":"IEEE Trans. Sign. Process."},{"key":"2350_CR26","doi-asserted-by":"publisher","first-page":"339","DOI":"10.1007\/s11265-010-0510-9","volume":"65","author":"Y Litvin","year":"2010","unstructured":"Y. Litvin, I. Cohen, Single-channel source separation of audio signals using bark scale wavelet packet decomposition. J. Sign. Process. Syst. 65, 339\u2013350 (2010)","journal-title":"J. Sign. Process. Syst."},{"issue":"5","key":"2350_CR27","doi-asserted-by":"publisher","first-page":"V365","DOI":"10.1190\/geo2015-0489.1","volume":"81","author":"W Liu","year":"2016","unstructured":"W. Liu, S.Y. CaoChen, Applications of variational mode decomposition in seismic time-frequency analysis. Geophysics 81(5), V365\u2013V378 (2016)","journal-title":"Geophysics"},{"key":"2350_CR28","unstructured":"X. Liu, A. Srivastava, K. Gallivan optimal linear representations of images for object recognition. In Proceedings of the Conference on Computer Vision and Pattern Recognition Workshop (Madison, WI, USA pp 18\u201320, 2003)"},{"key":"2350_CR29","volume-title":"Matrix computations (Johns Hopkins Studies in the Mathematical Sciences)","author":"CF Van Loan","year":"1996","unstructured":"C.F. Van Loan, Matrix computations (Johns Hopkins Studies in the Mathematical Sciences) (The Johns Hopkins Univ. Press, MD, USA, 1996)"},{"key":"2350_CR30","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4020-6479-1","volume-title":"Blind speech separation","author":"S Makino","year":"2007","unstructured":"S. Makino, T.W. Lee, H. Sawada, Blind speech separation (Springer-Verlag, Berlin, Germany, 2007)"},{"key":"2350_CR31","doi-asserted-by":"publisher","first-page":"2188","DOI":"10.1109\/TBME.2010.2051440","volume":"57","author":"B Mijovic","year":"2010","unstructured":"B. Mijovic et al., Source separation from single-channel recordings by combining empirical-mode decomposition and independent component analysis. IEEE Trans. Biomed. Eng. 57, 2188\u20132196 (2010)","journal-title":"IEEE Trans. Biomed. Eng."},{"issue":"3","key":"2350_CR32","doi-asserted-by":"publisher","first-page":"1219","DOI":"10.1121\/1.5000484","volume":"142","author":"A Nagathil","year":"2017","unstructured":"A. Nagathil, C. Weihs, K. Neumann, R. Martin, Spectral complexity reduction of music signals based on frequency-domain reduced-rank approximations: an evaluation with cochlear implant listeners. J. Acoust. Soc. Amer. 142(3), 1219\u20131228 (2017)","journal-title":"J. Acoust. Soc. Amer."},{"issue":"1","key":"2350_CR33","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1051\/aas:2000292","volume":"147","author":"D Nuzillard","year":"2000","unstructured":"D. Nuzillard, A. Bijaoui, Blind source separation and analysis of multispectral astronomical images. Astron Astrophys Suppl Ser. 147(1), 129\u2013138 (2000)","journal-title":"Astron Astrophys Suppl Ser."},{"key":"2350_CR34","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.ymssp.2016.12.026","volume":"97","author":"RB Randall","year":"2017","unstructured":"R.B. Randall, A history of cepstrum analysis and its application to mechanical problems. Mech. Syst. Signal Process. 97, 3\u201319 (2017)","journal-title":"Mech. Syst. Signal Process."},{"issue":"4","key":"2350_CR35","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1109\/MSP.2012.2189999","volume":"29","author":"AK Takahata","year":"2012","unstructured":"A.K. Takahata et al., Unsupervised processing of geophysical signals: a review of some key aspects of blind deconvolution and blind source separation. IEEE Sign. Process. Mag. 29(4), 27\u201335 (2012)","journal-title":"IEEE Sign. Process. Mag."},{"issue":"7","key":"2350_CR36","doi-asserted-by":"publisher","first-page":"1881","DOI":"10.1109\/TSP.2015.2477059","volume":"64","author":"N Tengtrairat","year":"2016","unstructured":"N. Tengtrairat, W.L. Woo, S.S. Dlay, B. Gao, Online noisy single-channel source separation using adaptive spectrum amplitude estimator and masking. IEEE Trans. Sign. Process. 64(7), 1881\u20131895 (2016)","journal-title":"IEEE Trans. Sign. Process."},{"key":"2350_CR37","unstructured":"TIMIT database. https:\/\/catalog.ldc.upenn.edu\/Ldc93s1."},{"issue":"12","key":"2350_CR38","doi-asserted-by":"publisher","first-page":"2233","DOI":"10.1109\/TASLP.2014.2365701","volume":"22","author":"J Traa","year":"2014","unstructured":"J. Traa, P. Smaragdis, Multichannel source separation and tracking with RANSAC and directional statistics. IEEE\/ACM Trans. Audio Speech Lang. Process 22(12), 2233\u20132243 (2014)","journal-title":"IEEE\/ACM Trans. Audio Speech Lang. Process"},{"key":"2350_CR39","unstructured":"B. Wang, M.D, Plumbley, investigating single-channel audio source separation methods based on non-negative matrix factorization. In Proceedings of the ICA Research Network InternationalWorkshop (Liverpool, UK, pp. 17\u201320 2006)"},{"key":"2350_CR40","unstructured":"S. Wilson, J. Yoon, Bayesian ICA-based source separation of Cosmic Microwave Background by a discrete functional approximation. arXiv 2010, arXiv:1011.4018."},{"issue":"8","key":"2350_CR41","doi-asserted-by":"publisher","first-page":"3015","DOI":"10.1109\/TCSI.2019.2908394","volume":"66","author":"J Yang","year":"2019","unstructured":"J. Yang, Y. Guo, Z. Yang, Under-Determined Convolutive Blind Source Separation Combining Density-Based Clustering and Sparse Reconstruction in Time-Frequency Domain. IEEE Trans. Circuits Syst.\u2013i:Regular Papers 66(8), 3015\u20133027 (2019)","journal-title":"IEEE Trans. Circuits Syst.\u2013i:Regular Papers"},{"key":"2350_CR42","doi-asserted-by":"publisher","first-page":"483","DOI":"10.1016\/j.neucom.2014.08.026","volume":"149","author":"JJ Yang","year":"2015","unstructured":"J.J. Yang, H.-L. Liu, Blind identification of the underdetermined mixing matrix based on K-weighted hyperline clustering. Neurocomputing 149, 483\u2013489 (2015)","journal-title":"Neurocomputing"},{"key":"2350_CR43","unstructured":"J. Yang, D.B. Williams, MIMO transmission subspace tracking with low rate feedback. In proceedings of the ICASSP, Philadelphia (2005)"},{"issue":"4","key":"2350_CR44","first-page":"367","volume":"6","author":"X Zeng","year":"2013","unstructured":"X. Zeng et al., Fetal ECG extraction by combining single-channel SVD and cyclostationarity-based blind source separation. Int. J. Sig. Process. 6(4), 367\u2013376 (2013)","journal-title":"Int. J. Sig. Process."},{"key":"2350_CR45","doi-asserted-by":"publisher","first-page":"73952","DOI":"10.1109\/ACCESS.2018.2884035","volume":"6","author":"Y Zhang","year":"2018","unstructured":"Y. Zhang, S. Qi, L. Zhou, Single-channel blind source separation for wind turbine aeroacoustics signals based on variational mode decomposition. IEEE Access 6, 73952\u201373964 (2018)","journal-title":"IEEE Access"}],"container-title":["Circuits, Systems, and Signal Processing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00034-023-02350-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00034-023-02350-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00034-023-02350-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,28]],"date-time":"2023-07-28T11:13:15Z","timestamp":1690542795000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00034-023-02350-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4,19]]},"references-count":45,"journal-issue":{"issue":"9","published-print":{"date-parts":[[2023,9]]}},"alternative-id":["2350"],"URL":"https:\/\/doi.org\/10.1007\/s00034-023-02350-1","relation":{},"ISSN":["0278-081X","1531-5878"],"issn-type":[{"value":"0278-081X","type":"print"},{"value":"1531-5878","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,4,19]]},"assertion":[{"value":"16 August 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 March 2023","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 March 2023","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 April 2023","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}