Verfügbarkeit: Latent variable analysis and signal separation

Latent variable analysis and signal separation: 10th international conference, LVA/ICA 2012, Tel Aviv, Israel, March 12 - 15, 2012 ; proceedings

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Bibliographische Detailangaben
Format:	Tagungsbericht Buch
Sprache:	English
Veröffentlicht:	Berlin [u.a.] Springer 2012
Schriftenreihe:	Lecture notes in computer science 7191
Schlagworte:	Audiotechnik Latente Variable Signalquelle Faktorenanalyse Signaltrennung Blinde Identifikation > Informationstheorie Sprachverarbeitung Konferenzschrift > 2012 > Tel Aviv
Online-Zugang:	Inhaltstext Inhaltsverzeichnis
Beschreibung:	Literaturangaben
Beschreibung:	XVI, 538 S. Ill., graph. Darst. 24 cm
ISBN:	9783642285509 9783642285516 3642285503

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Datensatz im Suchindex

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adam_text	IMAGE 1 TABLE O F C O N T E N T S GENERAL L V A / I C A THEORY, M E T H O D S A N D E X T E N S I O N S BLOCK COMPONENT ANALYSIS, A NEW CONCEPT FOR BLIND SOURCE SEPARATION 1 LIEVEN DE LATHAUWER PARTIALLY LINEAR ESTIMATION WITH APPLICATION TO IMAGE DEBLURRING USING BLURRED/NOISY IMAGE PAIRS 9 TOMER MICHAELI, DANIEL SIGALOV, AND YONINA C. ELDAR CAUSAL DISCOVERY FOR LINEAR NON-GAUSSIAN ACYCLIC MODELS IN T H E PRESENCE OF LATENT GAUSSIAN CONFOUNDERS 17 ZHITANG CHEN AND LAIWAN CHAN ALLEVIATING T H E INFLUENCE OF WEAK D A T A ASYMMETRIES ON GRANGER-CAUSAL ANALYSES 25 STEFAN HAUFE, VADIM V. NIKULIN, AND GUIDO NOLTE ONLINE PLCA FOR REAL-TIME SEMI-SUPERVISED SOURCE SEPARATION 34 ZHIYAO DUAN. GAUTHAM J. MYSORE, AND PARIS SMARAGDIS CRAMER-RAO BOUND FOR CIRCULAR COMPLEX INDEPENDENT COMPONENT ANALYSIS 42 BENEDIKT LOESCH AND B I N YANG COMPLEX NON-ORTHOGONAL JOINT DIAGONALIZATION BASED ON LU AND LQ DECOMPOSITIONS 50 K E WANG. XIAO-FENG GONG, AND QIU-HUA L I N EXACT AND APPROXIMATE QUANTUM INDEPENDENT COMPONENT ANALYSIS FOR QUBIT UNCOUPLING 58 YANNICK DEVILLE AND ALAIN DEVILLE A MATRIX JOINT DIAGONALIZATION APPROACH FOR COMPLEX INDEPENDENT VECTOR ANALYSIS 66 HAO SHEN AND MARTIN KLEINSTEUBER ALGEBRAIC SOLUTIONS TO COMPLEX BLIND SOURCE SEPARATION 74 HAO SHEN AND MARTIN KLEINSTEUBER ON THE SEPARATION PERFORMANCE OF THE STRONG UNCORRELATING TRANSFORMATION WHEN APPLIED TO GENERALIZED COVARIANCE AND PSEUDO-COVARIANCE MATRICES 82 ARIE YEREDOR HTTP://D-NB.INFO/1019494611 IMAGE 2 XII TABLE OF CONTENTS A CANONICAL CORRELATION ANALYSIS BASED METHOD FOR IMPROVING BSS OF TWO RELATED D A T A SETS 91 JUHA KARHUNEN, TELE HAO, AND JARKKO YLIPAAVALNIEMI A PROBABILITY-BASED COMBINATION METHOD FOR UNSUPERVISED CLUSTERING WITH APPLICATION T O BLIND SOURCE SEPARATION 99 JULIAN MATHIAS BECKER, MARTIN SPIERTZ, AND VOLKER GNANN CHARRELATION MATRIX BASED ICA 107 ALON SLAPAK AND ARIE YEREDOR CONTRAST FUNCTIONS FOR INDEPENDENT SUBSPACE ANALYSIS 115 JASON A. PALMER AND SCOTT MAKEIG DISTRIBUTIONAL CONVERGENCE OF SUBSPACE ESTIMATES IN FASTICA: A BOOTSTRAP STUDY 123 JARKKO YLIPAAVALNIEMI, NIMA REYHANI, AND RICARDO VIGARIO NEW ONLINE EM ALGORITHMS FOR GENERAL HIDDEN MARKOV MODELS. APPLICATION TO THE SLAM PROBLEM 131 SYLVAIN LE CORFF, GERSENDE FORT, AND ERIC MOULINES THE ROLE OF WHITENING FOR SEPARATION OF SYNCHRONOUS SOURCES 139 MIGUEL ALMEIDA, RICARDO VIGARIO, AND JOSE BIOUCAS-DIAS SIMULTANEOUS DIAGONALIZATION OF SKEW-SYMMETRIC MATRICES IN T H E SYMPLECTIC GROUP 147 FRANK C. MEINECKE JOINT BLOCK DIAGONALIZATION ALGORITHMS FOR OPTIMAL SEPARATION OF MULTIDIMENSIONAL COMPONENTS 155 DANA LAHAT, JEAN-FRANGOIS CARDOSO, AND HAGIT MESSER ON COMPUTATION OF APPROXIMATE JOINT BLOCK-DIAGONALIZATION USING ORDINARY AJD 163 PETR TICHAVSKY, ARIE YEREDOR, AND ZBYNEK KOLDOVSKY JOINT DIAGONALIZATION OF SEVERAL SCATTER MATRICES FOR ICA 172 KLAUS NORDHAUSEN, HAROLD W. GUTCH, HANNU OJA, AND FABIAN J. THEIS TO INFINITY AND BEYOND: O N ICA OVER HILBERT SPACES 180 HAROLD W. GUTCH AND FABIAN J. THEIS SPARSITY, SPARSE C O D I N G A N D D I C T I O N A R Y L E A R N I N G REGULARIZED SPARSE REPRESENTATION FOR SPECTROMETRIC PULSE SEPARATION AND COUNTING RATE ESTIMATION 188 TOM TRIGANO AND YANN SEPULCRE IMAGE 3 TABLE OF CONTENTS XIII SOME UNIQUENESS RESULTS IN SPARSE CONVOLUTIVE SOURCE SEPARATION 196 ALEXIS BENICHOUX, PRASAD SUDHAKAR, FREDERIC BIMBOT. AND REMI GRIBONVAL TERNARY SPARSE CODING 204 GEORGIOS EXARCHAKIS, MARC HENNIGES, JULIAN EGGERT, AND JORG LIICKE CLOSED-FORM EM FOR SPARSE CODING AND ITS APPLICATION T O SOURCE SEPARATION 213 JORG LIICKE AND ABDUL-SABOOR SHEIKH CONVOLUTIVE UNDERDETERMINED SOURCE SEPARATION THROUGH WEIGHTED INTERLEAVED ICA AND SPATIO-TEMPORAL SOURCE CORRELATION 222 FRANCESCO NESTA AND MAURIZIO OMOLOGO DICTIONARY LEARNING WITH LARGE STEP GRADIENT DESCENT FOR SPARSE REPRESENTATIONS 231 BORIS MAILHE AND MARK D. PLUMBLEY SEPARATION OF SPARSE SIGNALS IN OVERDETERMINED LINEAR-QUADRATIC MIXTURES 239 LEONARDO T. DUARTE, RAFAEL A. ANDO, ROMIS ATTUX, YANNICK DEVILLE, AND CHRISTIAN JUTTEN COLLABORATIVE FILTERING VIA GROUP-STRUCTURED DICTIONARY LEARNING 247 ZOLTDN SZABO, BARNABAS POCZOS, AND ANDRAS LORINCZ GROUP POLYTOPE FACES PURSUIT FOR RECOVERY OF BLOCK-SPARSE SIGNALS . . . . 255 4 N S GRETSISTAS AND MARK D. PLUMBLEY N O N - N E G A T I V E A N D O T H E R FACTORIZATIONS NONNEGATIVE MATRIX FACTORIZATION VIA GENERALIZED PRODUCT RULE AND ITS APPLICATION FOR CLASSIFICATION 263 YU FUJIMOTO AND NOBORU MURATA AN ALGEBRAIC METHOD FOR APPROXIMATE RANK ONE FACTORIZATION OF RANK DEFICIENT MATRICES 272 FRANZ J. KIRDLY, ANDREAS ZIEHE, AND KLAUS-ROBERT MULLER BAYESIAN NON-NEGATIVE MATRIX FACTORIZATION WITH LEARNED TEMPORAL SMOOTHNESS PRIORS 280 MATHIEU COIC AND JUAN JOSE BURRED ON CONNECTION BETWEEN THE CONVOLUTIVE AND ORDINARY NONNEGATIVE MATRIX FACTORIZATIONS 288 A N H HUY PHAN, ANDRZEJ CICHOCKI, PETR TICHAVSKY, AND ZBYNEK KOLDOVSKY IMAGE 4 XIV TABLE OF CONTENTS O N REVEALING REPLICATING STRUCTURES IN MULTIWAY DATA: A NOVEL TENSOR DECOMPOSITION APPROACH 297 A N H HUY PHAN, ANDRZEJ CICHOCKI, PETR TICHAVSKY, DANILO P. MANDIC, AND KIYOTOSHI MATSUOKA A U D I O S E P A R A T I O N A N D A N A L Y S I S AN ON-LINE NMF MODEL FOR TEMPORAL PATTERN LEARNING: THEORY WITH APPLICATION T O AUTOMATIC SPEECH RECOGNITION 306 HUGO VAN HAMME LOW-LATENCY INSTRUMENT SEPARATION IN POLYPHONIC AUDIO USING TIMBRE MODELS 314 RICARD MARXER, JORDI JANER, AND JORDI BONADA REAL-TIME SPEECH SEPARATION BY SEMI-SUPERVISED NONNEGATIVE MATRIX FACTORIZATION 322 CYRIL JODER, FELIX WENINGER, FLORIAN EYBEN, DAVID VIRETTE, AND BJORN SCHULLER AN AUDIO-VIDEO BASED IVA ALGORITHM FOR SOURCE SEPARATION AND EVALUATION ON THE AV16.3 CORPUS 330 YANFENG LIANG AND JONATHON CHAMBERS NON-NEGATIVE MATRIX FACTORIZATION BASED NOISE REDUCTION FOR NOISE ROBUST AUTOMATIC SPEECH RECOGNITION 338 SEON MAN KIM, JI HUN PARK, HONG KOOK KIM, SUNG JOO LEE, AND YUN KEUN LEE AUDIO IMPUTATION USING THE NON-NEGATIVE HIDDEN MARKOV MODEL 347 JINYU HAN, GAUTHAM J. MYSORE, AND BRYAN PARDO A NON-NEGATIVE APPROACH T O LANGUAGE INFORMED SPEECH SEPARATION . . . . 356 GAUTHAM J. MYSORE AND PARIS SMARAGDIS TEMPORALLY-CONSTRAINED CONVOLUTIVE PROBABILISTIC LATENT COMPONENT ANALYSIS FOR MULTI-PITCH DETECTION 364 EMMANOUIL BENETOS AND SIMON DIXON A LATENTLY CONSTRAINED MIXTURE MODEL FOR AUDIO SOURCE SEPARATION AND LOCALIZATION 372 ANTOINE DELEFORGE AND RADU HORAUD MULTIPLE INSTRUMENT MIXTURES SOURCE SEPARATION EVALUATION USING INSTRUMENT-DEPENDENT NMF MODELS 380 FRANCISCO J. RODRIGUEZ-SERRANO, JULIO J. CARABIAS-ORTI, PEDRO VERA-CANDEAS, TUOMAS VIRTANEN, AND NICOLAS RUIZ-REYES IMAGE 5 TABLE OF CONTENTS X V COMPLEX EXTENSION OF INFINITE SPARSE FACTOR ANALYSIS FOR BLIND SPEECH SEPARATION 388 KOHEI NAGIRA, TORU TAKAHASHI, TETSUYA OGATA, AND HIROSHI G. OKUNO A GENERAL FRAMEWORK FOR ONLINE AUDIO SOURCE SEPARATION 397 LAURENT S.R. SIMON AND EMMANUEL VINCENT SOUND RECOGNITION IN MIXTURES 405 JUHAN NAM, GAUTHAM J. MYSORE, AND PARIS SMARAGDIS S I S E C 2011 E V A L U A T I O N C A M P A I G N THE 2011 SIGNAL SEPARATION EVALUATION CAMPAIGN (SISEC2011): AUDIO SOURCE SEPARATION 414 SHOKO ARAKI, FRANCESCO NESTA, EMMANUEL VINCENT, ZBYNEK KOLDOVSKY, GUIDO NOLTE, ANDREAS ZIEHE, AND ALEXIS BENICHOUX THE 2011 SIGNAL SEPARATION EVALUATION CAMPAIGN (SISEC2011): BIOMEDICAL D A T A ANALYSIS 423 GUIDO NOLTE, DOMINIK LUTTER, ANDREAS ZIEHE, FRANCESCO NESTA, EMMANUEL VINCENT, ZBYNEK KOLDOVSKY, ALEXIS BENICHOUX, AND SHOKO ARAKI IMPROVED PERCEPTUAL METRICS FOR THE EVALUATION OF AUDIO SOURCE SEPARATION 430 EMMANUEL VINCENT MUSICAL AUDIO SOURCE SEPARATION BASED ON USER-SELECTED F0 TRACK 438 JEAN-LOUIS DURRIEU AND JEAN-PHILIPPE THIRAN A GMM SOUND SOURCE MODEL FOR BLIND SPEECH SEPARATION IN UNDER-DETERMINED CONDITIONS 446 YASUHARU HIRASAWA, NAOKI YASURAOKA, TORU TAKAHASHI, TETSUYA OGATA, AND HIROSHI G. OKUNO MODEL-DRIVEN SPEECH ENHANCEMENT FOR MULTISOURCE REVERBERANT ENVIRONMENT (SIGNAL SEPARATION EVALUATION CAMPAIGN (SISEC) 2011). . . 454 PEJMAN MOWLAEE, RAHIM SAEIDI, AND RAINER MARTIN SEMI-BLIND SOURCE SEPARATION BASED ON ICA AND OVERLAPPED SPEECH DETECTION 462 J I N MDLEK, ZBYNEK KOLDOVSKY, AND PETR TICHAVSKY NONPARAMETRIC MODELLING OF ECG: APPLICATIONS TO DENOISING AND T O SINGLE SENSOR FETAL ECG EXTRACTION 470 BERTRAND RIVET, MOHAMMAD NIKNAZAR, AND CHRISTIAN JUTTEN IMAGE 6 XVI TABLE OF CONTENTS O T H E R A P P L I C A T I O N S NESTEROV'S ITERATIONS FOR NMF-BASED SUPERVISED CLASSIFICATION OF TEXTURE PATTERNS RAFAL ZDUNEK AND ZHAOSHUI HE DETECTION OF ALIASING IN IMAGE SEQUENCES USING NONLINEAR FACTOR ANALYSIS SCOTT C. DOUGLAS GEOMETRICAL METHOD USING SIMPLICIAL CONES FOR OVERDETERMINED NONNEGATIVE BLIND SOURCE SEPARATION: APPLICATION T O REAL P E T IMAGES WENDYAM SERGE BORIS OUEDRAOGO, ANTOINE SOULOUMIAC, MERIEM JAIDANE, AND CHRISTIAN JUTTEN MULTI-DOMAIN FEATURE OF EVENT-RELATED POTENTIAL EXTRACTED BY NONNEGATIVE TENSOR FACTORIZATION: 5 VS. 14 ELECTRODES E E G D A T A 502 FENGYU CONG, A N H HUY PHAN, PIIA ASTIKAINEN, QIBIN ZHAO, JARI K. HIETANEN, TAPANI RISTANIEMI, AND ANDRZEJ CICHOCKI THE USE OF LINEAR FEATURE PROJECTION FOR PRECIPITATION CLASSIFICATION USING MEASUREMENTS FROM COMMERCIAL MICROWAVE LINKS 511 DANI CHERKASSKY, JONATAN OSTROMETZKY, AND HAGIT MESSER BAYESIAN INFERENCE OF LATENT CAUSES IN GENE REGULATORY DYNAMICS 520 SABINE HUG AND FABIAN J. THEIS BAYESIAN FUZZY CLUSTERING OF COLORED GRAPHS 528 FABIAN J. THEIS A U T H O R I N D E X 537 4 7 8 486 494
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genre	(DE-588)1071861417 Konferenzschrift 2012 Tel Aviv gnd-content
genre_facet	Konferenzschrift 2012 Tel Aviv
id	DE-604.BV039949722
illustrated	Illustrated
indexdate	2025-01-10T15:14:38Z
institution	BVB
institution_GND	(DE-588)16342531-0
isbn	9783642285509 9783642285516 3642285503
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-024807681
oclc_num	785847346
open_access_boolean
owner	DE-706 DE-83 DE-91G DE-BY-TUM DE-11
owner_facet	DE-706 DE-83 DE-91G DE-BY-TUM DE-11
physical	XVI, 538 S. Ill., graph. Darst. 24 cm
publishDate	2012
publishDateSearch	2012
publishDateSort	2012
publisher	Springer
record_format	marc
series	Lecture notes in computer science
series2	Lecture notes in computer science
spelling	Latent variable analysis and signal separation 10th international conference, LVA/ICA 2012, Tel Aviv, Israel, March 12 - 15, 2012 ; proceedings Fabian Theis ... (eds.) Berlin [u.a.] Springer 2012 XVI, 538 S. Ill., graph. Darst. 24 cm txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 7191 Literaturangaben Audiotechnik (DE-588)4140445-2 gnd rswk-swf Latente Variable (DE-588)4166860-1 gnd rswk-swf Signalquelle (DE-588)4181273-6 gnd rswk-swf Faktorenanalyse (DE-588)4016338-6 gnd rswk-swf Signaltrennung (DE-588)4181278-5 gnd rswk-swf Blinde Identifikation Informationstheorie (DE-588)4657534-0 gnd rswk-swf Sprachverarbeitung (DE-588)4116579-2 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2012 Tel Aviv gnd-content Signalquelle (DE-588)4181273-6 s Signaltrennung (DE-588)4181278-5 s Blinde Identifikation Informationstheorie (DE-588)4657534-0 s Latente Variable (DE-588)4166860-1 s Faktorenanalyse (DE-588)4016338-6 s Sprachverarbeitung (DE-588)4116579-2 s Audiotechnik (DE-588)4140445-2 s DE-604 Theis, Fabian J. Sonstige oth LVA-ICA 10 2011 Tel Aviv- Yafo Sonstige (DE-588)16342531-0 oth Erscheint auch als Online-Ausgabe Latent Variable Analysis and Signal Separation Lecture notes in computer science 7191 (DE-604)BV000000607 7191 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3973225&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024807681&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Latent variable analysis and signal separation 10th international conference, LVA/ICA 2012, Tel Aviv, Israel, March 12 - 15, 2012 ; proceedings Lecture notes in computer science Audiotechnik (DE-588)4140445-2 gnd Latente Variable (DE-588)4166860-1 gnd Signalquelle (DE-588)4181273-6 gnd Faktorenanalyse (DE-588)4016338-6 gnd Signaltrennung (DE-588)4181278-5 gnd Blinde Identifikation Informationstheorie (DE-588)4657534-0 gnd Sprachverarbeitung (DE-588)4116579-2 gnd
subject_GND	(DE-588)4140445-2 (DE-588)4166860-1 (DE-588)4181273-6 (DE-588)4016338-6 (DE-588)4181278-5 (DE-588)4657534-0 (DE-588)4116579-2 (DE-588)1071861417
title	Latent variable analysis and signal separation 10th international conference, LVA/ICA 2012, Tel Aviv, Israel, March 12 - 15, 2012 ; proceedings
title_auth	Latent variable analysis and signal separation 10th international conference, LVA/ICA 2012, Tel Aviv, Israel, March 12 - 15, 2012 ; proceedings
title_exact_search	Latent variable analysis and signal separation 10th international conference, LVA/ICA 2012, Tel Aviv, Israel, March 12 - 15, 2012 ; proceedings
title_full	Latent variable analysis and signal separation 10th international conference, LVA/ICA 2012, Tel Aviv, Israel, March 12 - 15, 2012 ; proceedings Fabian Theis ... (eds.)
title_fullStr	Latent variable analysis and signal separation 10th international conference, LVA/ICA 2012, Tel Aviv, Israel, March 12 - 15, 2012 ; proceedings Fabian Theis ... (eds.)
title_full_unstemmed	Latent variable analysis and signal separation 10th international conference, LVA/ICA 2012, Tel Aviv, Israel, March 12 - 15, 2012 ; proceedings Fabian Theis ... (eds.)
title_short	Latent variable analysis and signal separation
title_sort	latent variable analysis and signal separation 10th international conference lva ica 2012 tel aviv israel march 12 15 2012 proceedings
title_sub	10th international conference, LVA/ICA 2012, Tel Aviv, Israel, March 12 - 15, 2012 ; proceedings
topic	Audiotechnik (DE-588)4140445-2 gnd Latente Variable (DE-588)4166860-1 gnd Signalquelle (DE-588)4181273-6 gnd Faktorenanalyse (DE-588)4016338-6 gnd Signaltrennung (DE-588)4181278-5 gnd Blinde Identifikation Informationstheorie (DE-588)4657534-0 gnd Sprachverarbeitung (DE-588)4116579-2 gnd
topic_facet	Audiotechnik Latente Variable Signalquelle Faktorenanalyse Signaltrennung Blinde Identifikation Informationstheorie Sprachverarbeitung Konferenzschrift 2012 Tel Aviv
url	http://deposit.dnb.de/cgi-bin/dokserv?id=3973225&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024807681&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV000000607
work_keys_str_mv	AT theisfabianj latentvariableanalysisandsignalseparation10thinternationalconferencelvaica2012telavivisraelmarch12152012proceedings AT lvaicatelavivyafo latentvariableanalysisandsignalseparation10thinternationalconferencelvaica2012telavivisraelmarch12152012proceedings

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