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020 _a9783319224824
_9978-3-319-22482-4
024 7 _a10.1007/978-3-319-22482-4
_2doi
050 4 _aQ337.5
050 4 _aTK7882.P3
072 7 _aUYQP
_2bicssc
072 7 _aCOM016000
_2bisacsh
082 0 4 _a006.4
_223
245 1 0 _aLatent Variable Analysis and Signal Separation
_h[electronic resource] :
_b12th International Conference, LVA/ICA 2015, Liberec, Czech Republic, August 25-28, 2015, Proceedings /
_cedited by Emmanuel Vincent, Arie Yeredor, Zbyněk Koldovsk�y, Petr Tichavsk�y.
250 _a1st ed. 2015.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aXVI, 532 p. 128 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v9237
505 0 _aTensor-based methods for blind signal separation -- Deep neural networks for supervised speech separation/enhancment -- Joined analysis of multiple datasets, data fusion, and related topics -- Advances in nonlinear blind source separation -- Sparse and low rank modeling for acoustic signal processing.
520 _aThis book constitutes the proceedings of the 12th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICS 2015, held in Liberec, Czech Republic, in August 2015. The 61 revised full papers presented - 29 accepted as oral presentations and 32 accepted as poster presentations - were carefully reviewed and selected from numerous submissions. Five special topics are addressed: tensor-based methods for blind signal separation; deep neural networks for supervised speech separation/enhancement; joined analysis of multiple datasets, data fusion, and related topics; advances in nonlinear blind source separation; sparse and low rank modeling for acoustic signal processing.
650 0 _aComputer science.
650 0 _aSpecial purpose computers.
650 0 _aAlgorithms.
650 0 _aComputer science
_xMathematics.
650 0 _aComputer simulation.
650 0 _aImage processing.
650 0 _aPattern recognition.
650 1 4 _aComputer Science.
650 2 4 _aPattern Recognition.
650 2 4 _aImage Processing and Computer Vision.
650 2 4 _aSimulation and Modeling.
650 2 4 _aAlgorithm Analysis and Problem Complexity.
650 2 4 _aDiscrete Mathematics in Computer Science.
650 2 4 _aSpecial Purpose and Application-Based Systems.
700 1 _aVincent, Emmanuel.
_eeditor.
700 1 _aYeredor, Arie.
_eeditor.
700 1 _aKoldovsk�y, Zbyněk.
_eeditor.
700 1 _aTichavsk�y, Petr.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319224817
830 0 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v9237
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-22482-4
912 _aZDB-2-SCS
912 _aZDB-2-LNC
942 _cEBK
999 _c53406
_d53406