EUSIPCO 2021

Session Index


Tuesday, 24 August, 10:30 - 12:30
Tuesday, 24 August, 13:30 - 16:30
Tuesday, 24 August, 16:30 - 18:30
Wednesday, 25 August, 10:30 - 12:30
Wednesday, 25 August, 13:30 - 16:30
Wednesday, 25 August, 16:30 - 18:30
Thursday, 26 August, 10:30 - 12:30
Thursday, 26 August, 13:30 - 16:30
Thursday, 26 August, 16:30 - 18:30
Friday, 27 August, 10:30 - 12:30
Friday, 27 August, 13:30 - 16:30

Tuesday, 24 August, 10:30 - 12:30 ∘ Room 1
SS1 - Signal Processing for Advanced Mobile Communications - Towards 6G

SS1.1: ZERO-CROSSING MODULATIONS FOR A MULTI-USER MIMO DOWNLINK WITH 1-BIT TEMPORAL OVERSAMPLING ADCS

Neuhaus, Peter, Technische Universität Dresden, Germany Melo, Diana M. V., Pontifical Catholic University of Rio de Janeiro, Brazil Landau, Lukas T. N., Pontifical Catholic University of Rio de Janeiro, Brazil de Lamare, Rodrigo C., Pontifical Catholic University of Rio de Janeiro, Brazil Fettweis, Gerhard, Technische Universität Dresden, Germany

SS1.2: RIS-ASSISTED CODE-DOMAIN MIMO-NOMA

Tahir, Bashar, TU Wien, Austria Schwarz, Stefan, TU Wien, Austria Rupp, Markus, TU Wien, Austria

SS1.3: TERAHERTZ TRANSMIT BEAMFORMING WITH 1-BIT DACS AND ADCS

Nikbakht, Rasoul, Universitat Pompeu Fabra, Spain Lozano, Angel, Universitat Pompeu Fabra, Spain

SS1.4: ON THE OPTIMALITY OF NOMA IN TWO-USER DOWNLINK MULTIPLE ANTENNA CHANNELS

Jorswieck, Eduard, TU Braunschweig, Germany Rezvani, Sepehr, TU Braunschweig, Germany

SS1.5: JOINT CHANNEL ESTIMATION AND DEVICE ACTIVITY DETECTION IN HETEROGENEOUS NETWORKS

Marata, Leatile, University of Oulu, Finland Alcaraz López, Onel Luis, University of Oulu, Finland Noboro Tominaga, Eduardo, University of Oulu, Finland Alves, Hirley, University of Oulu, Finland

Tuesday, 24 August, 10:30 - 12:30 ∘ Room 2
ASMSP-L1 - Audio Analysis

ASMSP-L1.1: OPEN RANGE PITCH TRACKING FOR CARRIER FREQUENCY DIFFERENCE ESTIMATION FROM HF TRANSMITTED SPEECH

Schmalenstroeer, Joerg, Paderborn University, Germany Heitkaemper, Jens, Paderborn University, Germany Ullmann, Joerg, Paderborn University, Germany Haeb-Umbach, Reinhold, Paderborn University, Germany

ASMSP-L1.2: PHASE-BASED SIGNAL REPRESENTATIONS FOR SCATTERING

Haider, Daniel, Acoustics Research Institute, Austria Balazs, Peter, Acoustics Research Institute, Austria Holighaus, Nicki, Acoustics Research Institute, Austria

ASMSP-L1.3: AUDIO-BASED TOXIC LANGUAGE CLASSIFICATION USING SELF-ATTENTIVE CONVOLUTIONAL NEURAL NETWORK

Yousefi, Midia, Research Assistant University of Texas at Dallas, United States Emmanouilidou, Dimitra, Senior Researcher, United States

ASMSP-L1.4: A NOVEL PITCH DETECTION ALGORITHM BASED ON INSTANTANEOUS FREQUENCY

Mnasri, Zied, Ecole Nationale d'Ingenieurs de Tunis, University Tunis El Manar, Tunisia Rovetta, Stefano, University of Genoa, Italy Masulli, Francesco, University of Genoa, Italy

ASMSP-L1.5: EXPLOITING PHASE-BASED FEATURES FOR WHISPER VS. SPEECH CLASSIFICATION

Shah, Nirmesh, DA-IICT, Gandhinagar, India Shaik, M Ali Basha, Samsung R&D, Bangalore, India P, Periyasamy, Samsung R&D, Bangalore, India Patil, Hemant, DA-IICT, Gandhinagar, India Vij, Vikram, Samsung R&D, Bangalore, India

Tuesday, 24 August, 10:30 - 12:30 ∘ Room 3
BISA-L1 - Formation, reconstruction and enhancement of biomed signals and images

BISA-L1.1: A METHOD TO MAP EEG SIGNALS TO SPOKEN SPEECH USING GAUSSIAN PROCESS MODELING

Wu, Hongde, Southern University of Science and Technology, China Pan, Changjie, Southern University of Science and Technology, China Li, Mingtao, Southern University of Science and Technology, China Chen, Fei, Southern University of Science and Technology, China

BISA-L1.2: SYNTHESIS OF REALISTIC ECG WAVEFORMS USING A COMPOSITE GENERATIVE ADVERSARIAL NETWORK FOR CLASSIFICATION OF ATRIAL FIBRILLATION

Banerjee, Rohan, Tata Consultancy Services, India Ghose, Avik, Tata Consultancy Services, India

BISA-L1.3: A SIMPLE AND EFFICIENT NEAR-LOSSLESS COMPRESSION ALGORITHM FOR MULTICHANNEL EEG SYSTEMS

Campobello, Giuseppe, University of Messina, Italy Gugliandolo, Giovanni, University of Messina, Italy Donato, Nicola, University of Messina, Italy

BISA-L1.4: ALPHA BAND DYSCONNECTIVITY NETWORKS IN MAJOR DEPRESSION DURING RESTING STATE

Liu, Wenya, University of Jyväskylä, Finland Wang, Xiulin, Dalian University of Technology, China Cong, Fengyu, Dalian University of Technology, China Hämäläinen, Timo, University of Jyväskylä, Finland

BISA-L1.5: PROOF OF THE RESOLUTION-DOUBLING OF RANDOM ILLUMINATION MICROSCOPY USING THE VARIANCE OF THE SPECKLED IMAGES

labouesse, simon, Aix Marseille Université & CNRS, IBDM - UMR7288 & Turing Centre for Living Systems, France Idier, Jérôme, Laboratoire des Sciences du Numérique de Nantes, Centrale Nantes, F-44321, France Sentenac, Anne, Aix Marseille University, CNRS, Centrale Marseille, Institut Fresnel, F-13013, France Allain, Marc, Aix Marseille University, CNRS, Centrale Marseille, Institut Fresnel, F-13013, France Mangeat, Thomas, Centre for Integrative Biology, Université de Toulouse, CNRS, UPS, F-31062 Toulouse, France

Tuesday, 24 August, 10:30 - 12:30 ∘ Room 4
SPMuS-L1 - Navigation, Positioning and Source Localization

SPMuS-L1.1: TOWARDS SCALABLE UNCERTAINTY AWARE DNN-BASED WIRELESS LOCALISATION

Salihu, Artan, TU Wien and Christian Doppler Laboratory for Dependable Wireless Connectivity for the Society in Motion, Austria Schwarz, Stefan, TU Wien and Christian Doppler Laboratory for Dependable Wireless Connectivity for the Society in Motion, Austria Rupp, Markus, TU Wien, Austria

SPMuS-L1.2: 2D DDOA-BASED SELF-POSITIONING FOR MOBILE DEVICES

Le, Minh Hoang, Orange Labs - Sophia Antipolis - France, France Slock, Dirk, EURECOM - France, France Rossi, Jean-Pierre, Orange Labs - Sophia Antipolis - France, France

SPMuS-L1.4: HOMOTOPY CONTINUATION FOR SENSOR NETWORKS SELF-CALIBRATION

Ferranti, Luca, University of Vaasa, Finland Åström, Kalle, Lund University, Sweden Oskarsson, Magnus, Lund University, Sweden Boutellier, Jani, Vaasa University, Finland Kannala, Juho, Aalto University, Finland

SPMuS-L1.5: CONVEX CLUSTERING FOR MULTISTATIC ACTIVE SENSING VIA OPTIMAL MASS TRANSPORT

Elvander, Filip, KU Leuven, Belgium Karlsson, Johan, KTH Royal Institute of Technology, Sweden van Waterschoot, Toon, KU Leuven, Belgium

Tuesday, 24 August, 10:30 - 12:30 ∘ Room 5
TMTSP-L1 - Time-Frequency and Time-Scale Analysis
Tuesday, 24 August, 10:30 - 12:30 ∘ Room 6
VIP-L1 - Computational and Spectral Imaging

VIP-L1.1: PER-PIXEL WATER AND OIL DETECTION ON SURFACES WITH UNKNOWN REFLECTANCE

Wang, Chao, Kyushu Institute of Technology, Japan Okabe, Takahiro, Kyushu Institute of Technology, Japan

VIP-L1.2: DETECTING MOMENTARY SHADOWS FROM VISIBLE AND THERMAL IMAGE PAIR

Fujita, Kazuya, Kyushu Institute of Technology, Japan Matsuoka, Ryo, The University of Kitakyushu, Japan Okabe, Takahiro, Kyushu Institute of Technology, Japan

VIP-L1.3: REGULARIZATION BY ADVERSARIAL LEARNING FOR ULTRASOUND ELASTICITY IMAGING

Mohammadi, Narges, University of Rochester, United States Doyley, Marvin M., University of Rochester, United States Cetin, Mujdat, University of Rochester, United States

VIP-L1.4: A METHOD FOR RECOVERING NEAR INFRARED INFORMATION FROM RGB MEASUREMENTS WITH APPLICATION IN PRECISION AGRICULTURE

Gkillas, Alexandros, University of Patras, Greece Kosmopoulos, Dimitrios, University of Patras, Greece Constantinopoulos, Constantinos, University of Patras, Greece Ampeliotis, Dimitris, University of Patras, Greece Berberidis, Kostas, University of Patras, Greece

VIP-L1.5: SURFACE DETECTION FOR SKETCHED SINGLE PHOTON LIDAR

Sheehan, Michael, University of Edinburgh, United Kingdom Tachella, Julian, University of Edinburgh, United Kingdom Davies, Mike, University of Edinburgh, United Kingdom

Tuesday, 24 August, 13:30 - 16:30 ∘ Room 1
SS3 - New Challenges in Structured and Matrix Methods

SS3.1: PARAFAC2 AO-ADMM: CONSTRAINTS IN ALL MODES

Roald, Marie, Simula Metropolitan Center for Digital Engineering, Norway Schenker, Carla, Simula Metropolitan Center for Digital Engineering, Norway Cohen, Jeremy E., University of Rennes, Inria, France Acar, Evrim, Simula Metropolitan Center for Digital Engineering, Norway

SS3.2: HIERARCHICAL ALTERNATING NONLINEAR LEAST SQUARES FOR NON-NEGATIVE MATRIX FACTORIZATION USING RATIONAL FUNCTIONS

Hautecoeur, Cécile, UCLouvain, Belgium Glineur, François, UCLouvain, Belgium De Lathauwer, Lieven, KU Leuven, Belgium

SS3.3: EFFICIENT IMPLEMENTATION OF STOCHASTIC PROXIMAL POINT ALGORITHM FOR MATRIX AND TENSOR COMPLETION

Bumin, Aysegul, University of Florida, United States Huang, Kejun, University of Florida, United States

SS3.4: DATA-DRIVEN SIMULATION FOR NARX SYSTEMS

MISHRA, Vikas Kumar, Vrije Universiteit Brussel (VUB), Belgium Markovsky, Ivan, Vrije Universiteit Brussel (VUB), Belgium Fazzi, Antonio, Vrije Universiteit Brussel (VUB), Belgium Dreesen, Philippe, KU Leuven, Belgium

SS3.5: CONSTRAINED BLOCK-TERM TENSOR DECOMPOSITION-BASED HYPERSPECTRAL UNMIXING VIA ALTERNATING GRADIENT PROJECTION

Ding, Meng, University of Electronic Science and Technology of China, China Fu, Xiao, Oregon State University, United States Huang, Ting-Zhu, University of Electronic Science and Technology of China, China Zhao, Xi-Le, University of Electronic Science and Technology of China, China

SS3.6: INERTIAL MAJORIZATION-MINIMIZATION ALGORITHM FOR MINIMUM-VOLUME NMF

Vu Thanh, Olivier, Université de Mons, Belgium Ang, Andersen, University of Waterloo, Canada Gillis, Nicolas, Université de Mons, Canada Le, Thi Khanh Hien, Université de Mons, Canada

SS3.7: VOLTERRA KERNELS OF BILINEAR SYSTEMS HAVE TENSOR TRAIN STRUCTURE

de Morais Goulart, José Henrique, INP Toulouse, France Burt, Phillip, Escola Politécnica da Universidade de São Paulo, Brazil

SS3.8: IMPROVED L1-TUCKER VIA L1-FITTING

Mozaffari, Mahsa, Rochester Institute of Technology, United States Markopoulos, Panos, Rochester Institute of Technology, United States Prater-Bennette, Ashley, Air Force Research Laboratory, United States

SS3.9: TENSOR-BASED MULTIVARIATE POLYNOMIAL OPTIMIZATION WITH APPLICATION IN BLIND IDENTIFICATION

Ayvaz, Muzaffer, KU Leuven, Belgium De Lathauwer, Lieven, KU Leuven, Belgium

SS3.10: A HOMOTOPY OPTIMIZATION METHOD FOR ORTHOGONAL NON-NEGATIVE MATRIX FACTORIZATION

Liu, Ya, The Chinese University of Hong Kong, China Shao, Mingjie, The Chinese University of Hong Kong, China Ma, Wing-Kin, The Chinese University of Hong Kong, China

Tuesday, 24 August, 13:30 - 16:30 ∘ Room 2
ASMSP-P1 - Acoustic Source Localization and Tracking

ASMSP-P1.1: THREE-DIMENSIONAL SOUND SOURCE LOCALIZATION BY DISTRIBUTED MICROPHONE ARRAYS

Dehghan Firoozabadi, Ali, Universidad Tecnológica Metropolitana, Chile Irarrázaval, Pablo, Pontificia Universidad Católica de Chile, Chile Adasme, Pablo, Universidad de Santiago de Chile, Chile Zabala-Blanco, David, Universidad Católica del Maule, Chile Palacios-Játiva, Pablo, Universidad de Chile, Chile Durney, Hugo, Universidad Tecnológica Metropolitana, Chile Sanhueza, Miguel, Universidad Tecnológica Metropolitana, Chile Azurdia-Meza, Cesar, Universidad de Chile, Chile

ASMSP-P1.2: TAMPERE UNIVERSITY ROTATED CIRCULAR ARRAY DATASET

Venkatakrishnan, Arjun Venkat, Tampere Univeristy, Finland Pertilä, Pasi, Tampere Univeristy, Finland Parviainen, Mikko, Tampere Univeristy, Finland

ASMSP-P1.3: REAL-TIME TRACKING OF MULTIPLE ACOUSTICAL SOURCES UTILISING RAO-BLACKWELLISED PARTICLE FILTERING

McCormack, Leo, Aalto University, Finland Politis, Archontis, Tampere University, Finland Särkkä, Simo, Aalto University, Finland Pulkki, Ville, Aalto University, Finland

ASMSP-P1.4: DIRECTION OF ARRIVAL ESTIMATION OF NOISY SPEECH USING CONVOLUTIONAL RECURRENT NEURAL NETWORKS WITH HIGHER-ORDER AMBISONICS SIGNALS

Poschadel, Nils, Leibniz University Hannover, Germany Hupke, Robert, Leibniz University Hannover, Germany Preihs, Stephan, Leibniz University Hannover, Germany Peissig, Jürgen, Leibniz University Hannover, Germany

ASMSP-P1.5: SPEAKER LOCALIZATION USING FROBENIUS NORM WITH A FOCUS ON CLOSE SPEAKER AND NOISE SOURCE

Schwartz, Ofer, CEVA Inc., Israel

ASMSP-P1.6: DIRECTION-OF-ARRIVAL AND POWER SPECTRAL DENSITY ESTIMATION USING A SINGLE DIRECTIONAL MICROPHONE

Tengan, Elisa, KU Leuven, Belgium Taseska, Maja, KU Leuven, Belgium Dietzen, Thomas, KU Leuven, Belgium van Waterschoot, Toon, KU Leuven, Belgium

ASMSP-P1.7: DYNAMIC SOURCE LOCALIZATION VIA FINITE-ELEMENT UNDERWATER ACOUSTIC FIELD ESTIMATION

Manduzio, Graziano Alfredo, Università degli Studi di Firenze, Italy Forti, Nicola, NATO CMRE, Italy Sabatini, Roberto, NATO CMRE, Italy Braca, Paolo, NATO CMRE, Italy Battistelli, Giorgio, Università degli Studi di Firenze, Italy Chisci, Luigi, Università degli Studi di Firenze, Italy

ASMSP-P1.8: IMPROVED FEATURE EXTRACTION FOR CRNN-BASED MULTIPLE SOUND SOURCE LOCALIZATION

Grumiaux, Pierre-Amaury, Orange Labs, France Kitic, Srdan, Orange Labs, France Girin, Laurent, Univ. Grenoble Alpes, GIPSA-lab Grenoble-INP, CNRS, France Guérin, Alexandre, Orange Labs, France

ASMSP-P1.9: DATA DIVERSITY FOR IMPROVING DNN-BASED LOCALIZATION OF CONCURRENT SOUND EVENTS

Krause, Daniel, Tampere University, Finland Politis, Archontis, Tampere University, Finland Kowalczyk, Konrad, AGH University of Science and Technology, Poland

ASMSP-P1.10: COMPARISON OF BINAURAL RTF-VECTOR-BASED DIRECTION OF ARRIVAL ESTIMATION METHODS EXPLOITING AN EXTERNAL MICROPHONE

Fejgin, Daniel, University of Oldenburg, Germany Doclo, Simon, University of Oldenburg, Germany

Tuesday, 24 August, 13:30 - 16:30 ∘ Room 3
ASMSP-P2 - Acoustic Sensor Array Processing

ASMSP-P2.1: ROBUST DIFFERENTIAL BEAMFORMING WITH RECTANGULAR ARRAYS

Itzhak, Gal, Technion -- Israel Institute of Technology, Israel Cohen, Israel, Technion -- Israel Institute of Technology, Israel Benesty, Jacob, INRS-EMT, University of Quebec, Canada

ASMSP-P2.2: QUADRATIC BEAMFORMING FOR MAGNITUDE ESTIMATION

Itzhak, Gal, Technion -- Israel Institute of Technology, Israel Benesty, Jacob, INRS-EMT, University of Quebec, Canada Cohen, Israel, Technion -- Israel Institute of Technology, Israel

ASMSP-P2.3: BINAURAL BEAM-FORMING WITH DOMINANT SPATIAL CUE PRESERVATION FOR HEARING AIDS

Sathyapriyan, Vasudha, Delft University of Technology, Netherlands Çalış, Metin, Delft University of Technology, Netherlands Hendriks, Richard C., Delft University of Technology, Netherlands

ASMSP-P2.4: A ROBUST RLS IMPLEMENTATION OF THE ANC BLOCK IN GSC STRUCTURES

Barnov, Anna, General Motors, Israel Gendelman, Alex, General Motors, Israel Schreibman, Amos, General Motors, Israel Tzirkel-Hancock, Eli, General Motors, Israel Gannot, Sharon, Bar-Ilan University, Israel

ASMSP-P2.5: SWITCHING CONVOLUTIONAL BEAMFORMER

Nakatani, Tomohiro, NTT Corporation, Japan Ikeshita, Rintaro, NTT Corporation, Japan Kamo, Naoyuki, NTT Corporation, Japan Kinoshita, Keisuke, NTT Corporation, Japan Araki, Shoko, NTT Corporation, Japan Sawada, Hiroshi, NTT Corporation, Japan

ASMSP-P2.6: SPEAKERS COUNTING BY PROPOSED NESTED MICROPHONE ARRAY IN COMBINATION WITH LIMITED SPACE SRP

Dehghan Firoozabadi, Ali, Universidad Tecnológica Metropolitana, Chile Irarrazaval, Pablo, Pontificia Universidad Católica de Chile, Chile Adasme, Pablo, Universidad de Santiago de Chile, Chile Zabala-Blanco, David, Universidad Católica del Maule, Chile Palacios-Játiva, Pablo, Universidad de Chile, Chile Durney, Hugo, Universidad Tecnológica Metropolitana, Chile Sanhueza, Miguel, Universidad Tecnológica Metropolitana, Chile Azurdia-Meza, Cesar, Universidad de Chile, Chile

ASMSP-P2.7: ADAPTIVE MULTI-CHANNEL SIGNAL ENHANCEMENT BASED ON MULTI-SOURCE CONTRIBUTION ESTIMATION

Donley, Jacob, Facebook, United States Tourbabin, Vladimir, Facebook, United States Rafaely, Boaz, Facebook, United States Mehra, Ravish, Facebook, United States

ASMSP-P2.8: SPARSE DISTORTIONLESS BEAMFORMER BASED ON NONCONVEX OPTIMIZATION

Kawamura, Taiga, National Institute of Technology, Tokuyama College, Japan Yatabe, Kohei, Waseda University, Japan Miyazaki, Ryoichi, National Institute of Technology, Tokuyama College, Japan

ASMSP-P2.9: MODAL ESTIMATION IN UNDERWATER ACOUSTICS BY DATA-DRIVEN STRUCTURED SPARSE DECOMPOSITIONS

Dorffer, Clément, ENSTA-Bretagne, France Paviet-Salomon, Thomas, ENSTA-Bretagne, France Le Chenadec, Gilles, ENSTA-Bretagne, France Drémeau, Angélique, ENSTA-Bretagne, France

ASMSP-P2.10: GAMMA PROCESS FASTMNMF FOR SEPARATING AN UNKNOWN NUMBER OF SOUND SOURCES

Bando, Yoshiaki, National Institute of Advanced Industrial Science and Technology / RIKEN AIP, Japan Sekiguchi, Kouhei, RIKEN AIP / Kyoto University, Japan Yoshii, Kazuyoshi, Kyoto University / RIKEN AIP, Japan

Tuesday, 24 August, 13:30 - 16:30 ∘ Room 4
VIP-P1 - Vision and Image Processing Part 1

VIP-P1.1: MULTISCALE ANISOTROPIC HARMONIC FILTERS ON NON EUCLIDEAN DOMAINS

Conti, Francesco, Sapienza University of Rome, Italy Scarano, Gaetano, Sapienza University of Rome, Italy Colonnese, Stefania, Sapienza University of Rome, Italy

VIP-P1.2: WATCH, LISTEN, AND ANSWER: OPEN-ENDED VIDEOQA WITH MODULATED MULTI-STREAM 3D CONVNETS

Miyanishi, Taiki, Advanced Telecommunications Research Institute International (ATR); RIKEN Center for Advanced Intelligence Project (AIP), Japan Kawanabe, Motoaki, Advanced Telecommunications Research Institute International (ATR); RIKEN Center for Advanced Intelligence Project (AIP), Japan

VIP-P1.3: HOW FAST IS SIGN LANGUAGE? A REEVALUATION OF THE KINEMATIC BANDWIDTH USING MOTION CAPTURE

Bigand, Félix, Université Paris-Saclay, France Prigent, Elise, Université Paris-Saclay, France Berret, Bastien, Université Paris-Saclay, France Braffort, Annelies, Université Paris-Saclay, France

VIP-P1.4: ROBUST AND GUIDED SUPER-RESOLUTION FOR SINGLE-PHOTON DEPTH IMAGING VIA A DEEP NETWORK

Ruget, Alice, Heriot Watt University, United Kingdom McLaughlin, Stephen, Heriot Watt University, United Kingdom Henderson, Robert, The University of Edinburgh, United Kingdom Gyongy, Istvan, The University of Edinburgh, United Kingdom Halimi, Abderrahim, Heriot Watt University, United Kingdom Leach, Jonathan, Heriot Watt University, United Kingdom

VIP-P1.5: SLPC: A VRNN-BASED APPROACH FOR STOCHASTIC LIDAR PREDICTION AND COMPLETION IN AUTONOMOUS DRIVING

Eskandar, George, University of Stuttgart, Germany Braun, Alexander, Robert Bosch GmbH, Germany Meinke, Martin, Robert Bosch GmbH, Germany Armanious, Karim, University of Stuttgart, Germany Yang, Bin, University of Stuttgart, Germany

VIP-P1.6: STOCHASTIC PERMUTATION ORDERING WATERSHED

Lézoray, Olivier, University of Caen Normandy, France

VIP-P1.7: WEAKLY SUPERVISED SEMANTIC SEGMENTATION LEARNING ON UAV VIDEO SEQUENCES

Blaga, Bianca-Cerasela-Zelia, Technical University of Cluj-Napoca, Romania Nedevschi, Sergiu, Technical University of Cluj-Napoca, Romania

VIP-P1.8: IMPLEMENTATIONS IMPACT ON ITERATIVE IMAGE PROCESSING FOR EMBEDDED GPU

Romera, Thomas, LIP6 - Computer Science Laboratory of Paris 6, France Petreto, Andrea, LIP6 - Computer Science Laboratory of Paris 6, France Lemaitre, Florian, LIP6 - Computer Science Laboratory of Paris 6, France Bouyer, Manuel, LIP6 - Computer Science Laboratory of Paris 6, France Meunier, Quentin, LIP6 - Computer Science Laboratory of Paris 6, France Lacassagne, Lionel, LIP6 - Computer Science Laboratory of Paris 6, France

VIP-P1.9: FIRE DETECTION AND SEGMENTATION USING YOLOV5 AND U-NET

Souidene Mseddi, Wided, Université Sorbonne Paris Nord, France Ghali, Rafik, Ecole Polytechnique de Tunisie, Tunisia Jmal, Marwa, Telnet Holding, Tunisia Attia, Rabah, Ecole Polytechnique de Tunisie, Tunisia

VIP-P1.10: YOLOV5 BASED VISUAL LOCALIZATION FOR AUTONOMOUS VEHICLES

Souidene Mseddi, Wided, Université Sorbonne Paris Nord, France Sedrine, Mohamed Ali, Ecole Polytechnique de Tunisie, Tunisia Attia, Rabah, Ecole Polytechnique de Tunisie, Tunisia

Tuesday, 24 August, 13:30 - 16:30 ∘ Room 5
TMTSP-P1 - Detection and Estimation Methods

TMTSP-P1.1: INHERENT LIMITATIONS OF PARAMETER ESTIMATION OF A TEMPO-SPATIAL FIELD USING AN ARRAY OF HETEROGENEOUS SENSORS

Regev, Aviv, Tel Aviv University, Israel Ostrometzky, Jonatan, Tel Aviv University, Israel Messer, Hagit, Tel Aviv University, Israel

TMTSP-P1.2: AN EXPONENTIAL TIME ALGORITHM FOR MULTILEVEL QUANTIZATION IN DISTRIBUTED DETECTION

Gül, Gökhan, Fraunhofer IMM, Germany Bassler, Michael, Fraunhofer IMM, Germany

TMTSP-P1.3: HB-DTW: HYPERDIMENSIONAL BAYESIAN DYNAMIC TIME WARPING FOR NON-UNIFORM DOPPLER

Yang, Sijung, University of Illinois, at Urbana-champaign, United States Singer, Andrew, University of Illinois, at Urbana-champaign, United States

TMTSP-P1.4: MAST: A QUICKEST DETECTION PROCEDURE FOR COVID-19 EPIDEMIOLOGICAL DATA TO TRIGGER STRATEGIC DECISIONS

Braca, Paolo, NATO STO Centre for Maritime Research and Experimentation, Italy Gaglione, Domenico, NATO STO Centre for Maritime Research and Experimentation, Italy Marano, Stefano, University of Salerno, Italy Millefiori, Leonardo, NATO STO Centre for Maritime Research and Experimentation, Italy Willett, Peter, University of Connecticut, United States Pattipati, Krishna, University of Connecticut, United States

TMTSP-P1.5: SPECTRUM-BASED ONLINE ESTIMATION OF IQ IMBALANCE FOR NEAR FIELD RADAR DISTANCE SENSORS

Liebgott, Florian, Balluff GmbH, Germany Jandt, Marvin, Balluff GmbH, Germany Eberspächer, Mark, Balluff GmbH, Germany Liebgott, Annika, University of Stuttgart, Germany Yang, Bin, University of Stuttgart, Germany

TMTSP-P1.6: REGULARIZED IDENTIFICATION OF TIME-VARYING FIR SYSTEMS BASED ON GENERALIZED CROSS-VALIDATION

Gancza, Artur, Gdansk University of Technology, Poland Niedzwiecki, Maciej, Gdansk University of Technology, Poland

TMTSP-P1.7: COMPARISON OF ROBUST HYPOTHESIS TESTS FOR FIXED SAMPLE SIZE AND SEQUENTIAL OBSERVATIONS

Gül, Gökhan, Fraunhofer IMM, Germany

TMTSP-P1.8: MODEL MISMATCH TRADE-OFFS IN LMMSE ESTIMATION

Hellkvist, Martin, Uppsala University, Sweden Özcelikkale, Ayca, Uppsala University, Sweden

TMTSP-P1.9: A NOVEL MULTIVARIATE GOODNESS-OF-FIT TEST BASED ON MAHALANOBIS DISTANCE AND ITS APPLICATION IN DENOISING

Naveed, Khuram, COMSATS University Islamabad (CUI), Islamabad Pakistan, Pakistan ur Rehman, Naveed, Aarhus University, Aarhus, Denmark, Denmark

TMTSP-P1.10: EVALUATION OF PERFORMANCE BOUNDS IN DISTRIBUTED DETECTION

Gül, Gökhan, Fraunhofer IMM, Germany Bassler, Michael, Fraunhofer IMM, Germany

Tuesday, 24 August, 13:30 - 16:30 ∘ Room 6
SS2b - Signal Processing and Machine Learning for Large or Spatially Distributed Microphone Arrays - Part 2

SS2b.1: PYAWNES-CODEC: SPEECH AND AUDIO CODEC FOR AD-HOC ACOUSTIC WIRELESS SENSOR NETWORKS

Bäckström, Tom, Aalto University, Finland Bouafif, Mariem, El Manar University, Tunisia Pérez Zarazaga, Pablo, Aalto University, Finland Ranjit, Meghna, Aalto University, Finland Das, Sneha, Aalto University, Finland Lachiri, Zied, El Manar University, Tunisia

SS2b.2: ATTENTION-BASED DISTRIBUTED SPEECH ENHANCEMENT FOR UNCONSTRAINED MICROPHONE ARRAYS WITH VARYING NUMBER OF NODES

Furnon, Nicolas, Université de Lorraine, CNRS, Inria, Loria, France Serizel, Romain, Université de Lorraine, CNRS, Inria, Loria, France Essid, Slim, LTCI, Télécom ParisTech, France Illina, Irina, Université de Lorraine, CNRS, Inria, Loria, France

SS2b.3: CONTINUOUS SPEECH SEPARATION WITH AD HOC MICROPHONE ARRAYS

Wang, Dongmei, Microsoft, United States Yoshioka, Takuya, Microsoft, United States Chen, Zhuo, Microsoft, United States Wang, Xiaofei, Microsoft, United States Zhou, Tianyan, Microsoft, United States Meng, Zhong, Microsoft, United States

SS2b.4: MODEL-BASED BEAMFORMING FOR WEARABLE MICROPHONE ARRAYS

d'Olne, Emilie, Imperial College London, United Kingdom Moore, Alastair H., Imperial College London, United Kingdom Naylor, Patrick A., Imperial College London, United Kingdom

SS2b.5: ONLINE ESTIMATION OF SAMPLING RATE OFFSETS IN WIRELESS ACOUSTIC SENSOR NETWORKS WITH PACKET LOSS

Chinaev, Aleksej, Ruhr-Universität Bochum, Germany Enzner, Gerald, Ruhr-Universität Bochum, Germany Gburrek, Tobias, Paderborn University, Germany Schmalenstroeer, Joerg, Paderborn University, Germany

SS2b.6: UNSUPERVISED CLUSTERED FEDERATED LEARNING IN COMPLEX MULTI-SOURCE ACOUSTIC ENVIRONMENTS

Nelus, Alexandru, Institute of Communication Acoustics, Ruhr University Bochum, Germany Glitza, Rene, Institute of Communication Acoustics, Ruhr University Bochum, Germany Martin, Rainer, Institute of Communication Acoustics, Ruhr University Bochum, Germany

SS2b.7: ONLINE ESTIMATION OF TIME-VARIANT MICROPHONE UTILITY IN WIRELESS ACOUSTIC SENSOR NETWORKS USING SINGLE-CHANNEL SIGNAL FEATURES

Günther, Michael, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Germany Brendel, Andreas, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Germany Kellermann, Walter, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Germany

SS2b.8: SAMPLING FREQUENCY MISMATCH ESTIMATION BY AUXILIARY-FUNCTION-BASED ITERATIVE MAXIMIZATION OF DOUBLE-CROSS-CORRELATION

Yamaoka, Kouei, Tokyo Metropolitan University, Japan Ono, Nobutaka, Tokyo Metropolitan University, Japan Wakabayashi, Yukoh, Tokyo Metropolitan University, Japan

SS2b.9: A COHERENCE-BASED CLUSTERING METHOD FOR MULTICHANNEL SPEECH ENHANCEMENT IN WIRELESS ACOUSTIC SENSOR NETWORKS

Muñoz-Montoro, Antonio Jesús, Universidad de Oviedo, Spain Vera-Candeas, Pedro, Universidad de Jaén, Spain Christensen, Mads Græsbøll, Aalborg University, Denmark

SS2b.10: ADAPTING SOUND RECOGNITION TO A NEW ENVIRONMENT VIA SELF-TRAINING

Ebbers, Janek, Paderborn University, Germany Keyser, Moritz Curt, Paderborn University, Germany Haeb-Umbach, Reinhold, Paderborn University, Germany

Tuesday, 24 August, 16:30 - 18:30 ∘ Room 1
SS4 - Recent Advances Towards Robust Data Science

SS4.1: ROBUST HYPERSPHERE FITTING FROM NOISY DATA USING AN EM ALGORITHM

Lesouple, Julien, TéSA, France Pilastre, Barbara, TéSA, France Altmann, Yoann, Heriot-Watt University, United Kingdom Tourneret, Jean-Yves, INP-ENSEEIHT/IRIT/TéSA, France

SS4.2: ROBUST REINFORCEMENT LEARNING-BASED WALD-TYPE DETECTOR FOR MASSIVE MIMO RADAR

Mostafa Ahmed, Aya, Ruhr University Bochum, Germany Fortunati, Stefano, Universit\'{e} Paris-Saclay, CNRS, CentraleSup\'{e}lec, Laboratoire des signaux et syst\`{e}mes \& DR2I-IPSA, France, France Sezgin, Aydin, Ruhr University Bochum, Germany S. Greco, Maria, Universit`a di Pisa,, Italy Gini, Fulvio, Universit`a di Pisa,, Italy

SS4.3: ROBUST SPECTRAL CLUSTERING: A LOCALITY PRESERVING FEATURE MAPPING BASED ON M-ESTIMATION

Tastan, Aylin, Technische Universität Darmstadt, Germany Muma, Michael, Technische Universität Darmstadt, Germany Zoubir, Abdelhak M., Technische Universität Darmstadt, Germany

SS4.4: ON-LINE KRONECKER PRODUCT STRUCTURED COVARIANCE ESTIMATION WITH RIEMANNIAN GEOMETRY FOR T-DISTRIBUTED DATA

Bouchard, Florent, CNRS, France Breloy, Arnaud, University Paris Nanterre, France Mian, Ammar, University Savoie Mont-Blanc, France Ginolhac, Guillaume, University Savoie Mont-Blanc, France

SS4.5: IMPROVED ESTIMATION OF THE DEGREE OF FREEDOM PARAMETER OF MULTIVARIATE T-DISTRIBUTION

Pascal, Frédéric, CentraleSupélec, University Paris-Saclay, France Ollila, Esa, Aalto University, Finland Palomar, Daniel, The Hong Kong Univ. of Science and Technology, China

Tuesday, 24 August, 16:30 - 18:30 ∘ Room 2
ASMSP-L2 - Speech Production, Synthesis and Generation

ASMSP-L2.1: SPEAKER VERIFICATION-DERIVED LOSS AND DATA AUGMENTATION FOR DNN-BASED MULTISPEAKER SPEECH SYNTHESIS

Lőrincz, Beáta, Technical University of Cluj-Napoca, Romania Stan, Adriana, Technical University of Cluj-Napoca, Romania Giurgiu, Mircea, Technical University of Cluj-Napoca, Romania

ASMSP-L2.2: IMPROVING TRANSFER OF EXPRESSIVITY FOR END-TO-END MULTISPEAKER TEXT-TO-SPEECH SYNTHESIS

Kulkarni, Ajinkya, Universite de Lorraine, CNRS, Inria, LORIA, France Colotte, Vincent, Universite de Lorraine, CNRS, Inria, LORIA, France Jouvet, Denis, Universite de Lorraine, CNRS, Inria, LORIA, France

ASMSP-L2.3: TOWARDS END-TO-END F0 VOICE CONVERSION BASED ON DUAL-GAN WITH CONVOLUTIONAL WAVELET KERNELS

Le Moine, Clément, IRCAM, CNRS, Sorbonne Université, STMS lab, France Obin, Nicolas, STMS Lab - Ircam, CNRS, Sorbonne Université, France Roebel, Axel, STMS Lab - Ircam, CNRS, Sorbonne Université, France

ASMSP-L2.4: A FAST AND LIGHTWEIGHT TEXT-TO-SPEECH MODEL WITH SPECTRUM AND WAVEFORM ALIGNMENT ALGORITHMS

Jeong, Kihyuk, yonsei university, Korea (South) Nguyen, Huu-Kim, yonsei university, Korea (South) Kang, Hong-Goo, yonsei university, Korea (South)

ASMSP-L2.5: SPEAKER DISENTANGLEMENT IN VIDEO-TO-SPEECH CONVERSION

Oneață, Dan, University Politehnica of Bucharest, Romania Stan, Adriana, Technical University of Cluj-Napoca, Romania Cucu, Horia, University Politehnica of Bucharest, Romania

Tuesday, 24 August, 16:30 - 18:30 ∘ Room 3
SiG-DML-L1 - Neural network learning

SiG-DML-L1.1: NEURAL FACTORIZATION APPLIED TO INTERACTION MATRIX FOR RECOMMENDATION

Sarridis, Ioannis, Aristotle University of Thessaloniki, Greece Kotropoulos, Constantine, Aristotle University of Thessaloniki, Greece

SiG-DML-L1.2: TOWARDS REALISTIC FINANCIAL TIME SERIES GENERATION VIA GENERATIVE ADVERSARIAL LEARNING

Dogariu, Mihai, University Politehnica of Bucharest, Romania Ștefan, Liviu-Daniel, University Politehnica of Bucharest, Romania Boteanu, Bogdan, University Politehnica of Bucharest, Romania Lamba, Claudiu, Hana TI, Korea (South) Ionescu, Bogdan, University Politehnica of Bucharest, Romania

SiG-DML-L1.3: ADAPTIVE INFERENCE FOR FACE RECOGNITION LEVERAGING DEEP METRIC LEARNING-ENABLED EARLY EXITS

Passalis, Nikolaos, Aristotle University of Thessaloniki, Greece Tefas, Anastasios, Aristotle University of Thessaloniki, Greece

SiG-DML-L1.4: MULTI-SENSOR FUSION FRAMEWORK USING DISCRIMINATIVE AUTOENCODERS

Das, Arup Kumar, Tata Consultancy Services, India Kumar, Kriti, Tata Consultancy Services, India Majumdar, Angshul, Indraprastha Institute of Information Technology Delhi, India Sahu, Saurabh, Tata Consultancy Services, India Chandra, M. Girish, Tata Consultancy Services, India

SiG-DML-L1.5: INPLACE KNOWLEDGE DISTILLATION WITH TEACHER ASSISTANT FOR IMPROVED TRAINING OF FLEXIBLE DEEP NEURAL NETWORKS

Ozerov, Alexey, InterDigital R&D France, France Duong, Ngoc Q. K., InterDigital R&D France, France

Tuesday, 24 August, 16:30 - 18:30 ∘ Room 4
SPMuS-L2 - Remote Sensing

SPMuS-L2.1: LEARNING SENTINEL-2 SPECTRAL DYNAMICS FOR LONG-RUN PREDICTIONS USING RESIDUAL NEURAL NETWORKS

Estopinan, Joaquim, EPITA Research and Development Laboratory (LRDE), France Tochon, Guillaume, EPITA Research and Development Laboratory (LRDE), France Drumetz, Lucas, IMT Atlantique, France

SPMuS-L2.2: HIERARCHICAL PROBABILISTIC GRAPHICAL MODELS AND DEEP CONVOLUTIONAL NEURAL NETWORKS FOR REMOTE SENSING IMAGE CLASSIFICATION

Pastorino, Martina, Università degli Studi di Genova, Italy Moser, Gabriele, Università degli Studi di Genova, Italy Serpico, Sebastiano, Università degli Studi di Genova, Italy Zerubia, Josiane, INRIA d'Université Côte d'Azur, France

SPMuS-L2.3: IMPROVED TARGET DETECTION AND FEATURE EXTRACTION USING A COMPLEX-VALUED ADAPTIVE SINC FILTER ON RADAR TIME DOMAIN DATA

Stadelmayer, Thomas, Friedrich-Alexander University Erlangen-Nuremberg, Germany Santra, Avik, Infineon Technologies AG, Germany Stadelmayer, Markus, Johannes Kepler University Linz, Germany Weigel, Robert, Friedrich-Alexander University Erlangen-Nuremberg, Germany Lurz, Fabian, Hamburg University of Technology, Germany

SPMuS-L2.4: DIMRAD: A RADAR-BASED PERCEPTION SYSTEM FOR PROSTHETIC LEG BARRIER TRAVERSING

Aziz, Fady, Fraunhofer IPA, Germany Elmakhzangy, Bassam, Fraunhofer IPA, Germany Maufroy, Christophe, Fraunhofer IPA, Germany Schneider, Urs, Fraunhofer IPA, Germany Huber, Marco, Fraunhofer IPA, Germany

SPMuS-L2.5: A SIDELOBE LEVEL MINIMIZATION MISMATCHED FILTER USING CONTINUOUS PHASE FREQUENCY-SHIFT KEYING CODES FOR THE OFF-GRID DELAY PROBLEM

Chatzitheodoridi, Maria-Elisavet, ONERA - the French Aerospace Lab, France Taylor, Abigael, ONERA - the French Aerospace Lab, France Rabaste, Olivier, ONERA - the French Aerospace Lab, France Oriot, Hélène, ONERA - the French Aerospace Lab, France

Tuesday, 24 August, 16:30 - 18:30 ∘ Room 5
SPCN-L1 - Communications over relay channels, network coding

SPCN-L1.1: OPTIMUM TRAJECTORY PLANNING FOR MULTI-ROTOR UAV RELAYS WITH TILT AND ANTENNA ORIENTATION VARIATIONS

Bonilla Licea, Daniel, Czech Technical University in Prague, Czech Republic Silano, Giuseppe, Czech Technical University in Prague, Czech Republic Ghogho, Mounir, International University of Rabat, Morocco Saska, Martin, Czech Technical University in Prague, Czech Republic

SPCN-L1.2: SINGULAR VALUE DECOMPOSITION FOR COMPRESSION OF LARGE-SCALE RADIO FREQUENCY SIGNALS

Badger, Robert, Indiana University, United States Kim, Minje, Indiana University, United States

SPCN-L1.3: LOCALIZATION OF MULTIPLE JAMMERS IN WIRELESS SENSOR NETWORKS

Juhlin, Maria, Lund University, Sweden Jakobsson, Andreas, Lund University, Sweden

SPCN-L1.4: LOW-DELAY ANALOG DISTRIBUTED JOINT SOURCE-CHANNEL CODING USING SIRENS

Xuan, Ziwei, Texas A&M University, United States Narayanan, Krishna, Texas A&M University, United States

SPCN-L1.5: ENHANCEMENT OF VISIBLE LIGHT BACKSCATTER COMMUNICATION BY OPTIMALLY LOCATING THE TAGS

Lin, Wentao, University of New South Wales, Sydney, Australia Mishra, Deepak, University of New South Wales, Sydney, Australia

Tuesday, 24 August, 16:30 - 18:30 ∘ Room 6
SS2a - Signal Processing and Machine Learning for Large or Spatially Distributed Microphone Arrays - Part 1

SS2a.1: ALGORITHM FOR INDEPENDENT VECTOR EXTRACTION BASED ON SEMI-TIME-VARIANT MIXING MODEL

Koldovský, Zbyněk, Technical University of Liberec, Czech Republic Kautský, Václav, Czech Technical University, Czech Republic Kounovský, Tomáš, Technical University of Liberec, Czech Republic Čmejla, Jaroslav, Technical University of Liberec, Czech Republic

SS2a.2: EXTENSION OF TIME-DIFFERENCE-OF-ARRIVAL SELF CALIBRATION SOLUTIONS USING ROBUST MULTILATERATION

Åström, Kalle, Lund University, Sweden Larsson, Martin, Lund University, Sweden Flood, Gabrielle, Lund University, Sweden Oskarsson, Magnus, Lund University, Sweden

SS2a.3: ACOUSTIC SCENE CLASSIFICATION USING MULTICHANNEL OBSERVATION WITH PARTIALLY MISSING CHANNELS

Imoto, Keisuke, Doshisha University, Japan

SS2a.4: HIGH/LOW MODEL FOR SCALABLE MULTIMICROPHONE ENHANCEMENT OF SPEECH MIXTURES

Corey, Ryan, University of Illinois Urbana-Champaign, United States Singer, Andrew, University of Illinois Urbana-Champaign, United States

SS2a.5: A FUSION METHOD BASED ON CLASS ROTATIONS FOR DNN-DOA ESTIMATION ON SPHERICAL MICROPHONE ARRAY

, , , Mendoza Velázquez, Israel, The University of Electro-Communications, Japan Ren, Yi, The University of Electro-Communications, Japan Haneda, Yoichi, The University of Electro-Communications, Japan Pérez Meana, Héctor Manuel, National Polytechnic Institute of Mexico, Mexico

Wednesday, 25 August, 10:30 - 12:30 ∘ Room 1
SS6 - Signal Processing for Next Generation of Flexible Satellite Communications Arrays

SS6.1: NON-ORTHOGONAL MULTIPLE ACCESS ENABLED TWO-LAYER GEO/LEO SATELLITE NETWORK

Ge, Ruixing, Army Engineering University of PLA, China Cheng, Jian, Army Engineering University of PLA, China An, Kang, National University of Defense Technology, China Zheng, Gan, Loughborough University, United Kingdom

SS6.2: DISTORTIONS CHARACTERIZATION FOR DYNAMIC CARRIER ALLOCATION IN ULTRA HIGH-THROUGHPUT SATELLITES

Colin, Tony, Bundeswehr University Munich, Germany Delamotte, Thomas, Bundeswehr University Munich, Germany Knopp, Andreas, Bundeswehr University Munich, Germany

SS6.3: SATELLITE BROADBAND CAPACITY-ON-DEMAND: DYNAMIC BEAM ILLUMINATION WITH SELECTIVE PRECODING

Chen, Lin, University of Luxembourg, Luxembourg Lagunas, Eva, University of Luxembourg, Luxembourg Chatzinotas, Symeon, University of Luxembourg, Luxembourg Ottersten, Bjorn, University of Luxembourg, Luxembourg

SS6.4: FLEXIBLE BEAM-USER MAPPING FOR MULTIBEAM SATELLITES

Ramirez, Tomás, University of Vigo, Spain Mosquera, Carlos, University of Vigo, Spain Alagha, Nader, European Space Agency, Netherlands

SS6.5: CLOSED-FORM MULTICAST PRECODING FOR SATELLITE FLEXIBLE PAYLOADS

Vazquez, Miguel Angel, Centre Tecnològic de Telecomunicacions de Catalunya, Spain Artiga, Xavier, Centre Tecnològic de Telecomunicacions de Catalunya, Spain Pérez, Ana, Centre Tecnològic de Telecomunicacions de Catalunya, Spain

Wednesday, 25 August, 10:30 - 12:30 ∘ Room 2
ASMSP-L3 - Audio and Speech Modeling

ASMSP-L3.1: IMPROVING CONVERGENCE RATE OF SIGN ALGORITHM USING NATURAL GRADIENT METHOD

Mineo, Taiyo, The University of Electro-Communications, Japan Shouno, Hayaru, The University of Electro-Communications, Japan

ASMSP-L3.2: AN AUDIO-BASED DEEP LEARNING FRAMEWORK FOR BBC TELEVISION PROGRAMME CLASSIFICATION

PHAM, LAM, Austrian Institute of Technology, Austria Baume, Chris, BBC, United Kingdom Kong, Qiuqiang, ByteDance, United States Hussain, Tassadaq, University of Surrey, United Kingdom Wang, Wenwu, University of Surrey, United Kingdom Plumbley, Mark, University of Surrey, United Kingdom

ASMSP-L3.3: END-TO-END MISPRONUNCIATION DETECTION AND DIAGNOSIS FROM RAW WAVEFORMS

Yan, Bi-Cheng, National Taiwan Normal University, Taiwan, Taiwan Chen, Berlin, National Taiwan Normal University, Taiwan, Taiwan

ASMSP-L3.4: F0-ESTIMATION-BASED PRIMARY AMBIENT EXTRACTION FOR STEREO SIGNALS

Zhu, Hanxin, University of Electronic Science and Technology of China, China Shi, Chuang, University of Electronic Science and Technology of China, China Wang, Yue, University of Electronic Science and Technology of China, China

ASMSP-L3.5: PHASE RECONSTRUCTION FOR ARTIFICIAL BANDWIDTH EXTENSION TOWARD MUSICAL INSTRUMENT SOUND SIGNAL

Hosoda, Yuya, Osaka university, Japan Kawamura, Arata, Kyoto Sangyo university, Japan IIguni, Youji, Osaka university, Japan

Wednesday, 25 August, 10:30 - 12:30 ∘ Room 3
VIP-L2 - Image Enhancement and Feature Extraction

VIP-L2.1: FAST IMAGE SEGMENTATION WITH CONTEXTUAL SCAN AND MARKOV CHAINS

Fernandes, Clément, Segula Matra Automotive, France Monti, Thomas, Institut Polytechnique de Paris, France Monfrini, Emmanuel, Institut Polytechnique de Paris, France Pieczynski, Wojciech, Institut Polytechnique de Paris, France

VIP-L2.2: FAST PROCESS FOR CLASSIFYING STRUCTURAL IMAGE PAIRS USING WEIBULL PARAMETERS EXTRACTED FROM UNDERSAMPLED LOCAL DISSIMILARITY MAPS

DIAW, Moustapha, Université de Reims Champagne-Ardenne, France DELAHAIES, Agnès, Université de Reims Champagne-Ardenne, France LANDRE, Jérôme, Université de Reims Champagne-Ardenne, France MORAIN-NICOLIER, Frédéric, Université de Reims Champagne-Ardenne, France RETRAINT, Florent, Université de Technologie de Troyes, France

VIP-L2.3: LINN: LIFTING INSPIRED INVERTIBLE NEURAL NETWORK FOR IMAGE DENOISING

Huang, Jun-Jie, Imperial College London, United Kingdom Dragotti, Pier Luigi, Imperial College London, United Kingdom

VIP-L2.4: LONG-AWAITED NEXT-GENERATION ROAD DAMAGE DETECTION AND LOCALIZATION SYSTEM IS FINALLY HERE

Fan, Rui, Tongji University, China Cheng, Jintao, South China Normal University, China Yu, Yang, HKUST, China Deng, Juncan, South China Normal University, China Giakos, George, Manhattan College, United States Pitas, Ioannis, Aristotle University of Thessaloniki, Greece

VIP-L2.5: POISSON IMAGE DECONVOLUTION BY A PLUG-AND-PLAY QUANTUM DENOISING SCHEME

Dutta, Sayantan, Institut de Recherche en Informatique de Toulouse, UMR CNRS 5505, Université de Toulouse, France Basarab, Adrian, Institut de Recherche en Informatique de Toulouse, UMR CNRS 5505, Université de Toulouse, France Georgeot, Bertrand, Laboratoire de Physique Théorique, Université de Toulouse, CNRS, UPS, France Kouamé, Denis, Institut de Recherche en Informatique de Toulouse, UMR CNRS 5505, Université de Toulouse, France

Wednesday, 25 August, 10:30 - 12:30 ∘ Room 4
SPCN-L2 - MIMO and Massive MIMO Communications

SPCN-L2.1: DEEP REINFORCEMENT LEARNING FOR RESOURCE ALLOCATION IN MASSIVE MIMO

Chen, Liang, ShanghaiTech University, China Sun, Fanglei, ShanghaiTech University, China Li, Kai, ShanghaiTech University, China Chen, Ruiqing, ShanghaiTech University, China Yang, Yang, ShanghaiTech University, China Wang, Jun, ShanghaiTech University, China

SPCN-L2.2: LOCAL UPLINK PROCESSING IN CELL-FREE NETWORKS: A NEW APPROACH

Ranjbar, Vida, KU Leuven, Belgium Moonen, Marc, KU Leuven, Belgium Pollin, Sofie, KU Leuven, Belgium

SPCN-L2.3: LOW-COMPLEXITY ZERO-FORCING PRECODING FOR XL-MIMO TRANSMISSIONS

Nogueira Ribeiro, Lucas, TU Ilmenau, Germany Schwarz, Stefan, TU Wien, Austria Haardt, Martin, TU Ilmenau, Germany

SPCN-L2.4: A DEEP NEURAL ARCHITECTURE FOR REAL-TIME NODE SCHEDULING IN UPLINK CELL-FREE MASSIVE MIMO

Guenach, Mamoun, Imec, Belgium Gorji, Ali, Imec, Belgium Bourdoux, Andre, Imec, Belgium

SPCN-L2.5: ADAPTIVE MULTI-OBJECTIVE REINFORCEMENT LEARNING FOR PARETO FRONTIER APPROXIMATION: A CASE STUDY OF RESOURCE ALLOCATION NETWORK IN MASSIVE MIMO

Chen, Ruiqing, Shanghaitech University, China Sun, Fanglei, Shanghaitech University, China Chen, Liang, Shanghaitech University, China Li, Kai, Shanghaitech University, China Wu, Liantao, Shanghaitech University, China Wang, Jun, University College London, China Yang, Yang, Shanghaitech University, China

Wednesday, 25 August, 10:30 - 12:30 ∘ Room 5
BForSec-L1 - Information Forensics and Security

BForSec-L1 .1: BENFORD'S LAW: HAMMERING A SQUARE PEG INTO A ROUND HOLE?

Balado, Félix, University College Dublin, Ireland Silvestre, Guénolé, University College Dublin, Ireland

BForSec-L1 .2: HYBRID ARCHITECTURE FOR GENDER RECOGNITION USING SMARTPHONE MOTION SENSORS

DAVARCI, ERHAN, Bogazici University, Turkey ANARIM, EMIN, Bogazici University, Turkey

BForSec-L1 .3: COMBINING FORENSICS AND PRIVACY REQUIREMENTS FOR DIGITAL IMAGES

Puteaux, Pauline, Univ. Montpellier, CNRS, LIRMM, France Itier, Vincent, IMT Lille Douai, Univ. Lille, CNRS, Centrale Lille, CRIStAL, France Bas, Patrick, CNRS, Univ. Lille, Centrale Lille, CRIStAL, France

BForSec-L1 .4: DETECTION OF GAN-SYNTHESIZED STREET VIDEOS

Alamayreh, Omran, University of Siena, Italy Barni, Mauro, University of Siena, Italy

Wednesday, 25 August, 10:30 - 12:30 ∘ Room 6
SiG-DML-L2 - Neural network learning Part 2

SiG-DML-L2.1: DISTRIBUTED META-LEARNING WITH NETWORKED AGENTS

Kayaalp, Mert, École Polytechnique Fédérale de Lausanne, Switzerland Vlaski, Stefan, École Polytechnique Fédérale de Lausanne, Switzerland Sayed, Ali H., École Polytechnique Fédérale de Lausanne, Switzerland

SiG-DML-L2.2: USE OF DETERMINISTIC TRANSFORMS TO DESIGN WEIGHT MATRICES OF A NEURAL NETWORK

Grau Jurado, Pol, KTH Royal Institute of Technology, Sweden Liang, Xinyue, KTH Royal Institute of Technology, Sweden M. Javid, Alireza, KTH Royal Institute of Technology, Sweden Chatterjee, Saikat, KTH Royal Institute of Technology, Sweden

SiG-DML-L2.3: MULTI-SOURCE DOMAIN ADAPTATION WITH SINKHORN BARYCENTER

Komatsu, Tatsuya, LINE Corporation, Japan Matsui, Tomoko, The Institute of Statistical Mathematics, Japan Gao, Junbin, The University of Sydney, Australia

SiG-DML-L2.4: DATA SELECTIVE DEEP NEURAL NETWORKS FOR IMAGE CLASSIFICATION

Mendonça, Marcele, Federal University of Rio de Janeiro, Brazil Ferreira, Jonathas, Federal University of Rio de Janeiro, Brazil Diniz, Paulo, Federal University of Rio de Janeiro, Brazil

SiG-DML-L2.5: MULTI-TASK SUPERVISED LEARNING VIA CROSS-LEARNING

Cervino, Juan, University of Pennsylvania, United States Bazerque, Juan Andres, Universidad de la Republica, Uruguay Calvo-Fullana, Miguel, Massachusetts Institute of Technology, United States Ribeiro, Alejandro, University of Pennsylvania, United States

Wednesday, 25 August, 13:30 - 16:30 ∘ Room 1
TMTSP-P2 - Optimization Methods

TMTSP-P2.1: SECOND-ORDER TRUST-REGION OPTIMIZATION FOR DATA-LIMITED INFERENCE

Ranganath, Aditya, University of California, Merced, United States Deguchy, Omar, University of California, Merced, United States Singhal, Mukesh, University of California, Merced, United States Marcia, Roummel, University of California, Merced, United States

TMTSP-P2.2: ROBUSTIFYING STABILITY OF THE FAST ITERATIVE SHRINKAGE THRESHOLDING ALGORITHM FOR L1 REGULARIZED PROBLEMS

Silva, Gustavo, Pontificia Universidad Catolica del Peru, Peru Rodriguez, Paul, Pontificia Universidad Catolica del Peru, Peru

TMTSP-P2.3: STOCHASTIC MAJORIZE-MINIMIZE SUBSPACE ALGORITHM WITH APPLICATION TO BINARY CLASSIFICATION

Fest, Jean-Baptiste, Université Paris-Saclay, INRIA, CentraleSupélec, France Chouzenoux, Émilie, Université Paris-Saclay, INRIA, CentraleSupélec, France

TMTSP-P2.4: A PENALIZED SUBSPACE STRATEGY FOR SOLVING LARGE-SCALE CONSTRAINED OPTIMIZATION PROBLEMS

Martin, Ségolène, Université Paris-Saclay, Inria, CentraleSupelec, Centre de Vision Numerique, France Chouzenoux, Emilie, Université Paris-Saclay, Inria, CentraleSupelec, Centre de Vision Numerique, France Pesquet, Jean-Christophe, Université Paris-Saclay, Inria, CentraleSupelec, Centre de Vision Numerique, France

TMTSP-P2.5: EXACT BIOBJECTIVE K-SPARSE NONNEGATIVE LEAST SQUARES

Nadisic, Nicolas, Université de Mons, Belgium Vandaele, Arnaud, Université de Mons, Belgium Gillis, Nicolas, Université de Mons, Belgium Cohen, Jeremy E, Université de Rennes, INRIA, CNRS, IRISA, France

TMTSP-P2.6: FAST ALGORITHM FOR COMPLEX-NMF WITH APPLICATION TO SOURCE SEPARATION

Ang, Andersen, University of Waterloo, Canada Leplat, Valentin, Universite catholique de Louvain, Belgium Gillis, Nicolas, Universite de Mons, Belgium

TMTSP-P2.7: LASRY–LIONS ENVELOPES AND NONCONVEX OPTIMIZATION: A HOMOTOPY APPROACH

Simões, Miguel, KU Leuven, Belgium Themelis, Andreas, Kyushu University, Japan Patrinos, Panagiotis, KU Leuven, Belgium

TMTSP-P2.8: GPU-BASED IMPLEMENTATIONS OF MM ALGORITHMS. APPLICATION TO SPECTROSCOPY SIGNAL RESTORATION

GHARBI, Mouna, Université Paris-Saclay, Inria, CentraleSupélec, France CHOUZENOUX, Emilie, Université Paris-Saclay, Inria, CentraleSupélec, France PESQUET, Jean-Christophe, Université Paris-Saclay, Inria, CentraleSupélec, France DUVAL, Laurent, IFP Energies nouvelles, France

TMTSP-P2.9: VAST PORTFOLIO SELECTION WITH SUBMODULAR NORM REGULARIZATION

Zhang, Zepeng, ShanghaiTech University, China Zhao, Ziping, ShanghaiTech University, China

TMTSP-P2.10: JOINT DESIGN OF TRANSMIT WAVEFORMS AND RECEIVE FILTERS FOR MIMO RADAR VIA MANIFOLD OPTIMIZATION

Zhang, Huanyu, ShanghaiTech University, China Zhao, Ziping, ShanghaiTech University, China

Wednesday, 25 August, 13:30 - 16:30 ∘ Room 2
ASMSP-P3 - Source Separation and Signal Enhancement

ASMSP-P3.1: MULTI-TASK SINGLE CHANNEL SPEECH ENHANCEMENT USING SPEECH PRESENCE PROBABILITY AS A SECONDARY TASK TRAINING TARGET

Wang, Lei, Shanghai Jiao Tong University, China Zhu, Jie, Shanghai Jiao Tong University, China Kodrasi, Ina, Idiap Research Institute, Switzerland

ASMSP-P3.2: DEEP NEURAL NETWORK BASED LOW-LATENCY SPEECH SEPARATION WITH ASYMMETRIC ANALYSIS-SYNTHESIS WINDOW PAIR

Wang, Shanshan, Tampere University, Finland Naithani, Gaurav, Tampere University, Finland Politis, Archontis, Tampere University, Finland Virtanen, Tuomas, Tampere University, Finland

ASMSP-P3.3: GENERALIZATION OF AN ACTIVE SET NEWTON ALGORITHM WITH ALPHA-BETA DIVERGENCES FOR AUDIO SEPARATION

Sarmiento, Auxiliadora, Universidad de Sevilla, Spain Durán Díaz, Iván, Universidad de Sevilla, Spain Fondón, Irene, Universidad de Sevilla, Spain Cruces, Sergio, Universidad de Sevilla, Spain

ASMSP-P3.4: UNSUPERVISED BLIND SOURCE SEPARATION WITH VARIATIONAL AUTO-ENCODERS

Neri, Julian, McGill University, Canada Badeau, Roland, Telecom Paris, France Depalle, Philippe, McGill University, Canada

ASMSP-P3.5: SIMULTANEOUS DECLIPPING AND BEAMFORMING VIA ALTERNATING DIRECTION METHOD OF MULTIPLIERS

Masuyama, Yoshiki, Waseda University, Japan Tanaka, Tomoro, Waseda University, Japan Yatabe, Kohei, Waseda University, Japan Kusano, Tsubasa, Waseda University, Japan Oikawa, Yasuhiro, Waseda University, Japan

ASMSP-P3.6: SAMPLING-FREQUENCY-INDEPENDENT AUDIO SOURCE SEPARATION USING CONVOLUTION LAYER BASED ON IMPULSE INVARIANT METHOD

Saito, Koichi, the University of Tokyo, Japan Nakamura, Tomohiko, the University of Tokyo, Japan Yatabe, Kohei, Waseda University, Japan Koizumi, Yuma, NTT Corporation, Japan Saruwatari, Hiroshi, the University of Tokyo, Japan

ASMSP-P3.7: INDEPENDENT DEEPLY LEARNED TENSOR ANALYSIS FOR DETERMINED AUDIO SOURCE SEPARATION

Narisawa, Naoki, The University of Tokyo, Japan Ikeshita, Rintaro, NTT Corporation, Japan Takamune, Norihiro, The University of Tokyo, Japan Kitamura, Daichi, Kagawa College, Japan Nakamura, Tomohiko, The University of Tokyo, Japan Saruwatari, Hiroshi, The University of Tokyo, Japan Nakatani, Tomohiro, NTT Corporation, Japan

ASMSP-P3.8: EMPIRICAL BAYESIAN INDEPENDENT DEEPLY LEARNED MATRIX ANALYSIS FOR MULTICHANNEL AUDIO SOURCE SEPARATION

Hasumi, Takuya, The University of Tokyo, Japan Nakamura, Tomohiko, The University of Tokyo, Japan Takamune, Norihiro, The University of Tokyo, Japan Saruwatari, Hiroshi, The University of Tokyo, Japan Kitamura, Daichi, National Institute of Technology, Kagawa College, Japan Takahashi, Yu, Yamaha Corporation, Japan Kondo, Kazunobu, Yamaha Corporation, Japan

ASMSP-P3.9: A COMPARISON BETWEEN OVERLAP-SAVE AND WEIGHTED OVERLAP-ADD FILTER BANKS FOR MULTI-CHANNEL WIENER FILTER BASED NOISE REDUCTION

Ruiz, Santiago, KU Leuven, Belgium Dietzen, Thomas, KU Leuven, Belgium van Waterschoot, Toon, KU Leuven, Belgium Moonen, Marc, KU Leuven, Belgium

ASMSP-P3.10: HTMD-NET: A HYBRID MASKING-DENOISING APPROACH TO TIME-DOMAIN MONAURAL SINGING VOICE SEPARATION

Garoufis, Christos, National Technical University of Athens, Greece Zlatintsi, Athanasia, National Technical University of Athens, Greece Maragos, Petros, National Technical University of Athens, Greece

ASMSP-P3.11: NEURAL NETWORKS USING FULL-BAND AND SUBBAND SPATIAL FEATURES FOR MASK BASED SOURCE SEPARATION

Bohlender, Alexander, Ghent University - imec, Belgium Spriet, Ann, Goodix Technology (Belgium) B.V., Belgium Tirry, Wouter, Goodix Technology (Belgium) B.V., Belgium Madhu, Nilesh, Ghent University - imec, Belgium

Wednesday, 25 August, 13:30 - 16:30 ∘ Room 3
ASMSP-P4 - Signal Processing for Music

ASMSP-P4.1: SPEECH ENHANCEMENT QUALITY ASSESSMENT BASED ON ASPECT-SPECIFIC QUALITIES: A PRELIMINARY ANALYSIS

Stahl, Benjamin, University of Music and Performing Arts, Austria Sontacchi, Alois, University of Music and Performing Arts, Austria

ASMSP-P4.2: MULTI-MODAL CONDITIONAL BOUNDING BOX REGRESSION FOR MUSIC SCORE FOLLOWING

Henkel, Florian, Johannes Kepler University, Austria Widmer, Gerhard, Johannes Kepler University, Austria

ASMSP-P4.3: PREDOMINANT JAZZ INSTRUMENT RECOGNITION: EMPIRICAL STUDIES ON NEURAL NETWORK ARCHITECTURES

Abeßer, Jakob, Fraunhofer IDMT, Germany Chauhan, Jaydeep, Fraunhofer IDMT, Germany Pillai, Prateek Pradeep, Fraunhofer IDMT, Germany Taenzer, Michael, Fraunhofer IDMT, Germany Mimilakis, Stylianos I., Fraunhofer IDMT, Germany

ASMSP-P4.4: HANDLING STRUCTURAL MISMATCHES IN REAL-TIME OPERA TRACKING

Brazier, Charles, JKU University, Austria Widmer, Gerhard, JKU University, Austria

ASMSP-P4.5: ANALYSIS AND IMPROVEMENTS OF THE CEPSTRUM METHOD FOR FUNDAMENTAL FREQUENCY ESTIMATION IN MUSIC SIGNALS

Gauer, Johannes, Ruhr-Universität Bochum, Germany Kleingarn, Diana, Ruhr-Universität Bochum, Germany Martin, Rainer, Ruhr-Universität Bochum, Germany

ASMSP-P4.6: ATTENTION AUGMENTED CNNS FOR MUSICAL INSTRUMENT IDENTIFICATION

Wise, Andrew, University of Louisiana at Lafayette, United States Maida, Anthony, University of Louisiana at Lafayette, United States Kumar, Ashok, University of Louisiana at Lafayette, United States

ASMSP-P4.7: VIOLINIST IDENTIFICATION BASED ON VIBRATO FEATURES

Zhao, Yudong, Queen Mary University of London, United Kingdom Wang, Changhong, Queen Mary University of London, United Kingdom Fazekas, György, Queen Mary University of London, United Kingdom Benetos, Emmanouil, Queen Mary University of London, United Kingdom Sandler, Mark, Queen Mary University of London, United Kingdom

ASMSP-P4.8: EXPLOITING TEMPORAL DEPENDENCIES FOR CROSS-MODAL MUSIC PIECE IDENTIFICATION

Carvalho, Luis, Johannes Kepler University, Austria Widmer, Gerhard, Johannes Kepler University, Austria

ASMSP-P4.9: SOURCE SEPARATION-BASED DATA AUGMENTATION FOR IMPROVED JOINT BEAT AND DOWNBEAT TRACKING

Chiu, Ching-Yu, Academia Sinica, Taiwan, Taiwan Ching, Joann, Academia Sinica, Taiwan, Taiwan Hsiao, Wen-Yi, Taiwan AI Labs, Taiwan Chen, Yu-Hua, Taiwan AI Labs, Taiwan Su, Alvin Wen-Yu, National Cheng Kung University, Taiwan Yang, Yi-Hsuan, Academia Sinica, Taiwan, Taiwan

ASMSP-P4.10: A MULTITASK TEACHER-STUDENT FRAMEWORK FOR PERCEPTUAL AUDIO QUALITY ASSESSMENT

Wu, Chih-Wei, Netflix, Inc., United States Williams, Phillip A., Netflix, Inc., United States Wolcott, William, Netflix, Inc., United States

Wednesday, 25 August, 13:30 - 16:30 ∘ Room 4
BISA-P1 - Analysis and interpretation of biomed signals and images

BISA-P1.1: AUTOMATIC ARTIFACT REMOVAL OF RESTING-STATE FMRI WITH DEEP NEURAL NETWORKS

Theodoropoulos, Christos, KU Leuven, Belgium Chatzichristos, Christos, KU Leuven, Belgium Van Huffel, Sabine, KU Leuven, Belgium

BISA-P1.2: CLRGAZE: CONTRASTIVE LEARNING OF REPRESENTATIONS FOR EYE MOVEMENT SIGNALS

Bautista, Louise Gillian C., University of the Philippines, Philippines Naval, Jr., Prospero C., University of the Philippines, Philippines

BISA-P1.3: HYBRID DEEP NEURAL NETWORK FOR BRACHIAL PLEXUS NERVE SEGMENTATION IN ULTRASOUND IMAGES

van Boxtel, Juul, Eindhoven University of Technology, Netherlands Vousten, Vincent, Eindhoven University of Technology, Netherlands Pluim, Josien, Eindhoven University of Technology, Netherlands Mohammadian Rad, Nastaran, Eindhoven University of Technology, Netherlands

BISA-P1.4: DEEP LEARNING OF ELASTIC 3D SHAPES FOR CRYO ELECTRON MICROSCOPY ANALYSIS OF CONTINUOUS CONFORMATIONAL CHANGES OF BIOMOLECULES

Hamitouche, Ilyes, CNRS & Sorbonne Université, France Jonić, Slavica, CNRS & Sorbonne Université, France

BISA-P1.5: DEEP LEARNING BASED NON-INVASIVE DIABETES PREDICTOR USING PHOTOPLETHYSMOGRAPHY SIGNALS

Srinivasan, Venkatesh Bharadwaj, Purdue University, United States Foroozan, Foroohar, Analog Devices, United States

BISA-P1.6: EYE-GAZE ESTIMATION WITH HEOG AND NECK EMG USING DEEP NEURAL NETWORKS

Fu, Zhen, Peking University, China Wang, Bo, Peking University, China Chen, Fei, Southern University of Science and Technology, China Wu, Xihong, Peking University, China Chen, Jing, Peking University, China

BISA-P1.7: A LINEAR REGRESSION-BASED MACHINE LEARNING PIPELINE FOR THE DISCOVERY OF CLINICALLY RELEVANT CORRELATES OF GAIT SPEED RESERVE FROM MULTIPLE PHYSIOLOGICAL SYSTEMS

Davis, James, Trinity College Dublin, Ireland Knight, Silvin P., Trinity College Dublin, Ireland Rizzo, Rossella, Trinity College Dublin, Ireland Donoghue, Orna A., Trinity College Dublin, Ireland Kenny, Rose Anne, Trinity College Dublin, Ireland Romero-Ortuno, Roman, Trinity College Dublin, Ireland

BISA-P1.8: A DEEP EMBEDDED FRAMEWORK FOR SPITZOID NEOPLASM CLASSIFICATION USING DNA METHYLATION DATA

del Amor, Rocío, Universitat Politècnica de València, Spain Colomer, Adrián, Universitat Politècnica de València, Spain Monteagudo, Carlos, Universidad de Valencia, Spain Garzón, María José, EpiDisease, Spain García-Giménez, José Luis, INCLIVA, Spain Naranjo, Valery, Universitat Politècnica de València, Spain

BISA-P1.9: ADEQUATELY WIDE 1D CNN FACILITATES IMPROVED EEG BASED VISUAL OBJECT RECOGNITION

Bagchi, Subhranil, Indian Institute of Technology Ropar, India Bathula, Deepti R., Indian Institute of Technology Ropar, India

BISA-P1.10: A SELF-TRAINING FRAMEWORK FOR GLAUCOMA GRADING IN OCT B-SCANS

García, Gabriel, Universitat Politècnica de València, Spain Colomer, Adrián, Universitat Politècnica de València, Spain Verdú-Monedero, Rafael, Universidad Politécnica de Cartagena, Spain Dolz, José, École de technologie supérieure, Canada Naranjo, Valery, Universitat Politècnica de València (UPV), Spain

Wednesday, 25 August, 13:30 - 16:30 ∘ Room 5
SPMuS-P1 - Signal Processing over Graphs and Networks

SPMuS-P1.1: CHANGE POINT DETECTION IN WEIGHTED AND DIRECTED RANDOM DOT PRODUCT GRAPHS

Larroca, Federico, Facultad de Ingeniería, Universidad de la Republica, Uruguay Bermolen, Paola, Facultad de Ingeniería, Universidad de la Republica, Uruguay Fiori, Marcelo, Facultad de Ingeniería, Universidad de la Republica, Uruguay Mateos, Gonzalo, University of Rochester, United States

SPMuS-P1.2: SAMPLING GRAPH SIGNALS WITH SPARSE DICTIONARY REPRESENTATION

Zhang, Kaiwen, Circuits and Systems Group, Delft University of Technology, Netherlands Coutino, Mario, Delft University of Technology, Netherlands Isufi, Elvin, Multimedia Computing Group, Delft University of Technology, Netherlands

SPMuS-P1.3: ONLINE GRAPH LEARNING UNDER SMOOTHNESS PRIORS

Saboksayr, Seyed Saman, University of Rochester, United States Mateos, Gonzalo, University of Rochester, United States Cetin, Mujdat, University of Rochester, United States

SPMuS-P1.4: DECENTRALIZED EIGENDECOMPOSITION FOR ONLINE LEARNING OVER GRAPHS

Fan, Yufan, TU Darmstadt, Germany Trinh-Hoang, Minh, TU Darmstadt, Germany Pesavento, Marius, TU Darmstadt, Germany

SPMuS-P1.5: LEARNING MULTI-LAYER GRAPHS AND A COMMON REPRESENTATION FOR CLUSTERING

Gurugubelli, Sravanthi, Indian Institute of Science, India Chepuri, Sundeep Prabhakar, Indian Institute of Science, India

SPMuS-P1.6: SEISMIC FAULT ANALYSIS USING GRAPH SIGNAL REGULARIZATION

Palo, Patitapaban, IIT Kharagpur, India Routray, Aurobinda, IIT Kharagpur, India Singh, Sanjai Kumar, GEOPIC, ONGC, India

SPMuS-P1.7: DISTRIBUTED LEARNING OVER NETWORKS WITH NON-SMOOTH REGULARIZERS AND FEATURE PARTITIONING

Gratton, Cristiano, NTNU, Norway D. Venkategowda, Naveen K., Department of Science and Technology, Linköping University, Norrköping, Sweden Arablouei, Reza, CSIRO’s Data61, Australia Werner, Stefan, NTNU, Norway

SPMuS-P1.8: STABILITY OF NEURAL NETWORKS ON RIEMANNIAN MANIFOLDS

Wang, Zhiyang, University of Pennsylvania, United States Ruiz, Luana, University of Pennsylvania, United States Ribeiro, Alejandro, University of Pennsylvania, United States

SPMuS-P1.9: SPARSE-GROUP NON-CONVEX PENALIZED MULTI-ATTRIBUTE GRAPHICAL MODEL SELECTION

Tugnait, Jitendra, Auburn University, United States

SPMuS-P1.10: QUANTIZATION IN GRAPH CONVOLUTIONAL NEURAL NETWORKS

Ben Saad, Leila, University of Agder, Norway Beferull Lozano, Baltasar, University of Agder, Norway

Wednesday, 25 August, 13:30 - 16:30 ∘ Room 6
SiG-DML-P1 - Machine Learning Part 1

SiG-DML-P1.1: MODEL SELECTION CRITERION FOR MULTIVARIATE BOUNDED ASYMMETRIC GAUSSIAN MIXTURE MODEL

Xian, Zixiang, Concordia University, Canada Azam, Muhammad, Concordia University, Canada Amayri, Manar, Grenoble Institute of Technology, France Bouguila, Nizar, Concordia University, Canada

SiG-DML-P1.2: SECURE COMPUTATION OF GAUSSIAN PROCESS REGRESSION FOR DATA ANALYSIS

Nakachi, Takayuki, University of the Ryukyus, Japan Wang, Yitu, Nippon Telegraph and Telephone Corporation, Japan

SiG-DML-P1.3: CLASSIFICATION ERROR APPROXIMATION OF A COMPRESSED LINEAR SOFTMAX LAYER

Resmerita, Diana, Université Côte d'azur/Kalray, France Cabral Farias, Rodrigo, Université Côte d'Azur, France Fillatre, Lionel, Université Côte d'Azur, France Dupont de Dinechin, Benoît, Kalray, France

SiG-DML-P1.4: STABILITY OF SPHERICAL CONVOLUTIONAL NEURAL NETWORKS TO ROTATION DIFFEOMORPHISMS

Gao, Zhan, University of Pennsylvania, United States Gama, Fernando, University of California, Berkeley, United States Ribeiro, Alejandro, University of Pennsylvania, United States

SiG-DML-P1.5: LEVERAGING PRE-IMAGES TO DISCOVER NONLINEAR RELATIONSHIPS IN MULTIVARIATE ENVIRONMENTS

Vosoughi, Ali, University of Rochester, United States Wismuller, Axel, University of Rochester, United States

SiG-DML-P1.6: INFORMATION-THEORETIC BOUNDS ON TRANSFER GENERALIZATION GAP BASED ON JENSEN-SHANNON DIVERGENCE

Jose, Sharu Theresa, King's College London, United Kingdom Simeone, Osvaldo, King's College London, United Kingdom

SiG-DML-P1.7: DEEP ORTHOGONAL MATRIX FACTORIZATION AS A HIERARCHICAL CLUSTERING TECHNIQUE

De Handschutter, Pierre, UMONS, Belgium Gillis, Nicolas, UMONS, Belgium

SiG-DML-P1.8: LOW-RANK STATE-ACTION VALUE-FUNCTION APPROXIMATION

Rozada, Sergio, Universidad Rey Juan Carlos, Spain Tenorio, Víctor, Universidad Rey Juan Carlos, Spain G. Marques, Antonio, Universidad Rey Juan Carlos, Spain

SiG-DML-P1.9: STOCHASTIC BACKPROPAGATION THROUGH FOURIER TRANSFORMS

Echraibi, Amine, Orange Labs, France Flocon Cholet, Joachim, Orange Labs, France Gosselin, Stéphane, Orange Labs, France Vaton, Sandrine, Institut Mines Télécom Atlantique, France

SiG-DML-P1.10: REGRESSION WITH DEEP NEURAL NETWORKS: GENERALIZATION ERROR GUARANTEES, LEARNING ALGORITHMS, AND REGULARIZERS

Amjad, Jaweria, University College London, United Kingdom Lyu, Zhaoyan, University College London, United Kingdom Rodrigues, Miguel R. D., University College London, United Kingdom

Wednesday, 25 August, 16:30 - 18:30 ∘ Room 1
TMTSP-L2 - Compressive Sensing
Wednesday, 25 August, 16:30 - 18:30 ∘ Room 2
ASMSP-L4 - Modeling, Analysis and Synthesis for Audio and Acoustics Part 1

ASMSP-L4.1: WHAT IS THE GROUND TRUTH? RELIABILITY OF MULTI-ANNOTATOR DATA FOR AUDIO TAGGING

Martin Morato, Irene, Tampere University, Finland Mesaros, Annamaria, Tampere University, Finland

ASMSP-L4.2: ON THE UPSCALING OF HIGHER-ORDER AMBISONICS SIGNALS FOR SOUND FIELD TRANSLATION

Kentgens, Maximilian, RWTH Aachen University, Germany Al Hares, Shahd, RWTH Aachen University, Germany Jax, Peter, RWTH Aachen University, Germany

ASMSP-L4.3: A MODEL-BASED 2-D HEAD-TRACKING METHOD USING MICROPHONES AT THE EARS

Kabzinski, Tobias, RWTH Aachen University, Germany Biot, Jérôme, RWTH Aachen University, Germany Jax, Peter, RWTH Aachen University, Germany

ASMSP-L4.4: LOUDSPEAKER ARRAY TO MAXIMIZE ACOUSTIC CONTRAST USING PROXIMAL SPLITTING METHOD

Imaizumi, Kenta, NTT Corporation, Japan Niwa, Kenta, NTT Corporation, Japan Tsutsumi, Kimitaka, NTT Corporation, Japan

ASMSP-L4.5: SIGNAL-DEPENDENT MIXING FOR DIRECTION-PRESERVING MULTICHANNEL NOISE REDUCTION

Herzog, Adrian, International Audio Laboratories Erlangen, Germany Habets, Emanuël, International Audio Laboratories Erlangen, Germany

Wednesday, 25 August, 16:30 - 18:30 ∘ Room 3
VIP-L3 - Image Processing

VIP-L3.1: EFFICIENT MODELS FOR REAL-TIME PERSON SEGMENTATION ON MOBILE PHONES

Strohmayer, Julian, TU Wien, Austria Knapp, Jakob, TU Wien, Austria Kampel, Martin, TU Wien, Austria

VIP-L3.2: REMOVING IMPULSIVE NOISE FROM COLOR IMAGES VIA A RESIDUAL DEEP NEURAL NETWORK ENHANCED BY POST-PROCESSING

Sadrizadeh, Sahar, Sharif University of Technology, Iran Otroshi-Shahreza, Hatef, Sharif University of Technology, Iran Marvasti, Farokh, Sharif University of Technology, Iran

VIP-L3.3: LEARNING BASED SUPERPIXEL MERGING MODEL FOR IMAGE SEGMENTATION

Huang, Jin-Yu, National Taiwan University, Taiwan Ding, Jian-Jiun, National Taiwan University, Taiwan Huang, Pei-Chi, National Taiwan University, Taiwan

VIP-L3.4: WHY MAXIMUM-A-POSTERIORI BLIND IMAGE DEBLURRING WORKS AFTER ALL

Marti, Gian, ETH Zurich, Switzerland Ma, Boxiao, ETH Zurich, Switzerland Loeliger, Hans-Andrea, ETH Zurich, Switzerland

VIP-L3.5: SLICED L2 DISTANCE FOR COLOUR GRADING

Alghamdi, Hana, Umm Al Qura University, Saudi Arabia Dahyot, Rozenn, Trinity College Dublin, Ireland

Wednesday, 25 August, 16:30 - 18:30 ∘ Room 4
BISA-L2 - Analysis and interpretation of biomed signals and images Part I

BISA-L2.1: MANDARIN TONE CLASSIFICATION IN SPOKEN SPEECH WITH EEG SIGNALS

Li, Mingtao, Southern University of Science and Technology, China Pun, Sio Hang, University of Macau, China Chen, Fei, Southern University of Science and Technology, China

BISA-L2.2: DETECTION OF BRAIN INTERICTAL EPILEPTIFORM DISCHARGES FROM INTRACRANIAL EEG BY EXPLOITING THEIR MORPHOLOGY IN THE TENSOR STRUCTURE

Abdi-Sargezeh, Bahman, Nottingham Trent University, United Kingdom Valentin, Antonio, King’s College London, United Kingdom Alarcon, Gonzalo, Hamad General Hospital, Qatar Sanei, Saeid, Nottingham Trent University, United Kingdom

BISA-L2.3: CLASSIFICATION OF PSYCHOGENIC NON-EPILEPTIC SEIZURES USING SYNCHROSQUEEZING TRANSFORM OF EEG SIGNALS

Karabiber Cura, Ozlem, Izmir Katip Celebi University, Turkey Yilmaz, Gülce Cosku, Izmir Katip Celebi University, Turkey Türe, Hatice Sabiha, Izmir Katip Celebi University, Turkey Akan, Aydin, Izmir University of Economics, Turkey

BISA-L2.4: TRACÉ ALTERNANT DETECTOR FOR GRADING HYPOXIC-ISCHEMIC ENCEPHALOPATHY IN NEONATAL EEG

Raurale, Sumit, University College Cork, Ireland Boylan, Geraldine, University College Cork, Ireland Mathieson, Sean, University College Cork, Ireland Marnane, William, University College Cork, Ireland Lightbody, Gordon, University College Cork, Ireland O'Toole, John, University College Cork, Ireland

BISA-L2.5: RANDOM CONVOLUTION KERNELS WITH MULTI-SCALE DECOMPOSITION FOR PRETERM EEG INTER-BURST DETECTION

Lundy, Christopher, University College Cork, Ireland O'Toole, John M., University College Cork, Ireland

Wednesday, 25 August, 16:30 - 18:30 ∘ Room 5
SPMuS-L3 - Multichannel Signal Processing for Automotive Applications

SPMuS-L3 .1: CLEAN RECEIVER FOR CDMA MIMO RADAR

Solodky, Gaston, General Motors, Israel Longman, Oren, General Motors, Israel Eljarat, Ishai, General Motors, Israel Bilik, Igal, Ben-Gurion University of the Negev, Israel

SPMuS-L3 .2: CODE DESIGN FOR AUTOMOTIVE MIMO RADAR

Bialer, Oded, General Motors, Israel Jonas, Amnon, General Motors, Israel Tirer, Tom, General Motors & Tel Aviv University, Israel

SPMuS-L3 .3: AUTOMOTIVE RADAR DATA ACQUISITION USING OBJECT DETECTION

Sakthi, Madhumitha, The University of Texas at Austin, United States Tewfik, Ahmed, The University of Texas at Austin, United States

SPMuS-L3 .4: PHASE-CODED FMCW LIDAR

Banzhaf, Sebastian, Robert Bosch GmbH, Germany Waldschmidt, Christian, Ulm University, Germany

SPMuS-L3 .5: AUTOMATED GAIN CONTROL THROUGH DEEP REINFORCEMENT LEARNING FOR DOWNSTREAM RADAR OBJECT DETECTION

Stevens, Tristan, Eindhoven University of Technology, Netherlands Tigrek, Recep, Eindhoven University of Technology, Netherlands Tammam, Eric, Anachoic Ltd, Israel van Sloun, Ruud, Eindhoven University of Technology, Netherlands

Wednesday, 25 August, 16:30 - 18:30 ∘ Room 6
SS10 - Signal Processing Adavances in Cell-Free Massive MIMO

SS10.1: SUBSET REGULARIZED ZERO-FORCING PRECODERS FOR CELL-FREE C-RANS

Mojahedian, Mohammad Mahdi, Universitat Pompeu Fabra (UPF), Spain Lozano, Àngel, Universitat Pompeu Fabra (UPF), Spain

SS10.2: CELL-FREE MASSIVE MIMO WITH MULTIPLE-ANTENNA USERS UNDER I/Q IMBALANCE

Sutton, James, Queen's University Belfast, United Kingdom Ngo, Hien, Queen's University Belfast, United Kingdom Matthaiou, Michail, Queen's University Belfast, United Kingdom

SS10.3: USER-CENTRIC HANDOVER IN MMWAVE CELL-FREE MASSIVE MIMO WITH USER MOBILITY

D'Andrea, Carmen, University of Cassino and Southern Latium, Italy Interdonato, Giovanni, University of Cassino and Southern Latium, Italy Buzzi, Stefano, University of Cassino and Southern Latium, Italy

SS10.4: POWER CONTROL FOR MULTIGROUP MULTICAST CELL-FREE MASSIVE MIMO DOWNLINK

Farooq, Muhammad, University College Dublin, Ireland Juntti, Markku, University of Oulu, Finland Tran, Le Nam, University College Dublin, Ireland

SS10.5: DISTRIBUTED COMPUTATION OF A POSTERIORI BIT LIKELIHOOD RATIOS IN CELL-FREE MASSIVE MIMO

Shaik, Zakir Hussain, Linköping University, Sweden Björnson, Emil, KTH Royal Institute of Technology, Sweden Larsson, Erik G., Linköping University, Sweden

Thursday, 26 August, 10:30 - 12:30 ∘ Room 1
SS9a - Machine Learning for Biomedical Signal and Image Processing Part 1

SS9a.1: SHUFFLEUNET: SUPER RESOLUTION OF DIFFUSION-WEIGHTED MRIS USING DEEP LEARNING

Chatterjee, Soumick, Otto von Guericke University Magdeburg, Germany Sciarra, Alessandro, University Hospital Magdeburg, Germany Dünnwald, Max, University Hospital Magdeburg, Germany Mushunuri, Raghava Vinaykanth, Otto von Guericke University Magdeburg, Germany Podishetti, Ranadheer, Otto von Guericke University Magdeburg, Germany Rao, Rajatha Nagaraja, Otto von Guericke University Magdeburg, Germany Gopinath, Geetha Doddapaneni, Otto von Guericke University Magdeburg, Germany Oeltze-Jafra, Steffen, University Hospital Magdeburg, Germany Speck, Oliver, Otto von Guericke University Magdeburg, Germany Nürnberger, Andreas, Otto von Guericke University Magdeburg, Germany

SS9a.2: RECONSTRUCTING SPEECH FROM REAL-TIME ARTICULATORY MRI USING NEURAL VOCODERS

Yu, Yide, University of Szeged, Hungary Honarmandi Shandiz, Amin, University of Szeged, Hungary Tóth, László, University of Szeged, Hungary

SS9a.3: TRANSFER LEARNING AND DATA AUGMENTATION FOR MORTALITY PREDICTIVE MODELS IN KIDNEY DISEASE

Macias, Edwar, Universitat Autònoma de Barcelona, Spain Ibeas, Jose, Universitat Autònoma de Barcelona, Spain Serrano, Javier, Universitat Autònoma de Barcelona, Spain Lopez Vicario, Jose, Universitat Autònoma de Barcelona, Spain Morell, Antoni, Universitat Autònoma de Barcelona, Spain

SS9a.4: DROWSINESS DETECTION USING JOINT EEG-ECG DATA WITH DEEP LEARNING

Geoffroy, Guillaume, University of Toulouse, IRIT-ENSEEIHT, France Chaari, Lotfi, University of Toulouse, IRIT-ENSEEIHT, France Tourneret, Jean-Yves, University of Toulouse, IRIT-ENSEEIHT, France Wendt, Herwig, University of Toulouse, IRIT-ENSEEIHT, France

SS9a.5: LEARNING THE SAMPLING DENSITY IN 2D SPARKLING MRI ACQUISITION FOR OPTIMIZED IMAGE RECONSTRUCTION

G R, Chaithya, CEA, France RAMZI, Zaccharie, CEA, France CIUCIU, Philippe, CEA, France

Thursday, 26 August, 10:30 - 12:30 ∘ Room 2
ASMSP-L5 - Modeling, Analysis and Synthesis for Audio and Acoustics Part 2

ASMSP-L5.1: SOUND ZONING IN AN AD-HOC WIRELESS ACOUSTIC SENSOR AND ACTUATOR NETWORK

Van Rompaey, Robbe, KU Leuven, Belgium Moonen, Marc, KU Leuven, Belgium

ASMSP-L5.2: SPATIAL FILTER BANK DESIGN IN THE SPHERICAL HARMONIC DOMAIN

Hold, Christoph, Aalto University, Finland Politis, Archontis, Tampere University, Finland McCormack, Leo, Aalto University, Finland Pulkki, Ville, Aalto University, Finland

ASMSP-L5.3: LOW-RANK TENSOR MODELING OF ROOM IMPULSE RESPONSES

Jälmby, Martin, KU Leuven, Belgium Elvander, Filip, KU Leuven, Belgium van Waterschoot, Toon, KU Leuven, Belgium

ASMSP-L5.4: COHERENCE BASED TRAJECTORY OPTIMIZATION FOR COMPRESSIVE SENSING OF SOUND FIELDS

Katzberg, Fabrice, University of Lübeck, Germany Maass, Marco, University of Lübeck, Germany Mertins, Alfred, University of Lübeck, Germany

ASMSP-L5.5: NEAR FIELD ACOUSTIC HOLOGRAPHY ON ARBITRARY SHAPES USING CONVOLUTIONAL NEURAL NETWORK

Olivieri, Marco, Politecnico di Milano, Italy Pezzoli, Mirco, Politecnico di Milano, Italy Antonacci, Fabio, Politecnico di Milano, Italy Sarti, Augusto, Politecnico di Milano, Italy

Thursday, 26 August, 10:30 - 12:30 ∘ Room 3
BISA-L3 - Analysis and interpretation of biomed signals and images Part 2

BISA-L3.1: CLASSIFICATION BETWEEN NORMAL AND ABNORMAL RESPIRATION USING ERGODIC HMM FOR INTERMITTENT ABNORMAL SOUNDS

Yamashita, Masaru, Nagasaki University, Japan

BISA-L3.2: ALLUVIAL VISUALIZATION AND COMPUTATION OF PROBABILITIES OF TRANSITIONS IN FRAILTY INDEX STATES OVER AN 8-YEAR PERIOD USING MULTI-STATE MARKOV MODELS

Romero-Ortuno, Roman, Trinity College Dublin, Ireland Hartley, Peter, University of Cambridge, United Kingdom Knight, Silvin P., Trinity College Dublin, Ireland Kenny, Rose Anne, Trinity College Dublin, Ireland O’Halloran, Aisling M., Trinity College Dublin, Ireland

BISA-L3.3: A STUDY OF AT-TERM AND PRETERM INFANTS' MOTION BASED ON MARKERLESS VIDEO ANALYSIS

Garello, Luca, University of Genova and Italian Institute of Technology, Italy Moro, Matteo, University of Genova, Italy Tacchino, Chiara, Istituto Giannina Gaslini, Italy Campone, Francesca, Istituto Giannina Gaslini, Italy Durand, Paola, Istituto Giannina Gaslini, Italy Blanchi, Isabella, Istituto Giannina Gaslini, Italy Moretti, Paolo, Istituto Giannina Gaslini, Italy Casadio, Maura, University of Genova, Italy Odone, Francesca, University of Genova, Italy

BISA-L3.4: IN SILICO EVALUATION OF WEARABLE CARDIAC DEFIBRILLATOR: PERSONALIZED THERAPY PLANNING TO PREVENT SUDDEN CARDIAC DEATH

Mazumder, Oishee, Tata Consultancy Services, India Sinha, Aniruddha, Tata Consultancy Services, India

BISA-L3.5: AN APPARATUS TO MEASURE STIMULUS-RELATED AND RESPONSE-RELATED VISUAL EVOKED POTENTIAL IN A SIMULATED DRIVING SCENARIO

Wang, Yongxiang, Technological University Dublin, City Campus, Ireland Markham, Charles, Maynooth University, Ireland Deegan, Catherine, Technological University Dublin, City Campus, Ireland

Thursday, 26 August, 10:30 - 12:30 ∘ Room 4
SPCN-L3 - Perfomance Analysis of Communication Systems

SPCN-L3.2: ERROR ANALYSIS OF A DEMODULATION PROCEDURE FOR MULTICARRIER SIGNALS WITH SLOWLY-VARYING CARRIERS

Surroop, Dilshad, PSL University, France Combes, Pascal, Schneider Electric, France Martin, Philippe, PSL University, France

SPCN-L3.3: AMPLITUDE DETECTION OVER GENERALIZED FADING MODELS: AN ASYMPTOTIC APPROACH

Agarwal, Amit, LNMIIT, India Psomas, Costas, university of Cyprus, Cyprus Krikidis, Ioannis, university of Cyprus, Cyprus

SPCN-L3.4: PERFORMANCE LOWER BOUNDS OF BLIND SYSTEM IDENTIFICATION TECHNIQUES IN THE PRESENCE OF CHANNEL ORDER ESTIMATION ERROR

LE, TRUNG THANH, University of Orleans, France Abed-Meraim, Karim, University of Orleans, France Nguyen, Linh Trung, VNU University of Engineering and Technology, Viet Nam

SPCN-L3.5: A FAST RECURSIVE ALGORITHM FOR MULTIPLE BRIDGED KNIFE-EDGE DIFFRACTION

Nguyen, Viet-Dung, École nationale supérieure de techniques avancées Bretagne, France Mansour, Ali, École nationale supérieure de techniques avancées Bretagne, France Coatanhay, Arnaud, École nationale supérieure de techniques avancées Bretagne, France Marsault, Thierry, Direction générale de l’armement, France

Thursday, 26 August, 10:30 - 12:30 ∘ Room 5
SPMuS-L4 - Tensor-based signal processing

SPMuS-L4.1: AN ACCELERATED STOCHASTIC GRADIENT FOR CANONICAL POLYADIC DECOMPOSITION

Siaminou, Ioanna, Technical University of Crete, Greece Liavas, Athanasios P., Technical University of Crete, Greece

SPMuS-L4.2: ACCELERATED STOCHASTIC GRADIENT FOR NONNEGATIVE TENSOR COMPLETION AND PARALLEL IMPLEMENTATION

Siaminou, Ioanna, Technical University of Crete, Greece Papagiannakos, Ioannis Marios, Technical University of Crete, Greece Kolomvakis, Christos, Technical University of Crete, Greece Liavas, Athanasios P., Technical University of Crete, Greece

SPMuS-L4.3: RECURRENT GRAPH TENSOR NETWORKS: A LOW-COMPLEXITY FRAMEWORK FOR MODELLING HIGH-DIMENSIONAL MULTI-WAY SEQUENCES

Xu, Yao Lei, Imperial College London, United Kingdom Mandic, Danilo P., Imperial College London, United Kingdom

SPMuS-L4.4: A BAYESIAN APPROACH TO BLOCK-TERM TENSOR DECOMPOSITION MODEL SELECTION AND COMPUTATION

Giampouras, Paris, Johns Hopkins University, United States Rontogiannis, Athanasios, National Observatory of Athens, Greece Kofidis, Eleftherios, University of Piraeus, Greece

SPMuS-L4.5: ONLINE NONNEGATIVE CANONICAL POLYADIC DECOMPOSITION: ALGORITHMS AND APPLICATION

Sanou, Isaac Wilfried, Université de Toulon, France Redon, Roland, Université de Toulon, France Luciani, Xavier, Université de Toulon, France Mounier, Stéphane, Université de Toulon, France

Thursday, 26 August, 10:30 - 12:30 ∘ Room 6
SiG-DML-L3 - Applications of machine learning

SiG-DML-L3.1: LONGITUDINAL ASSESSMENT OF EEG BIOMETRICS UNDER AUDITORY STIMULATION: A DEEP LEARNING APPROACH

Seha, Sherif Nagib Abbas, University of Toronto, Canada Hatzinakos, Dimitrios, University of Toronto, Canada

SiG-DML-L3.2: MULTITASK LEARNING FOR DENOISING AND ANALYSIS OF X-RAY POLYMER ACQUISITIONS

Bonettini, Nicolò, Politecnico di Milano, Italy Gonano, Carlo Andrea, Xnext S.r.l., Italy Bestagini, Paolo, Politecnico di Milano, Italy Marcon, Marco, Politecnico di Milano, Italy Garavelli, Bruno, Xnext S.r.l., Italy Tubaro, Stefano, Politecnico di Milano, Italy

SiG-DML-L3.3: IMPLICIT VS. EXPLICIT STYLE TRANSFER? A COMPARISON OF GAN ARCHITECTURES FOR CONTINUOUS PATH KEYBOARD INPUT MODELING

Mehra, Akash, Apple, United States Bellegarda, Jerome, Apple, United States Bapat, Ojas, Apple, United States Koppula, Hema, Apple, United States Chang, Rick, Apple, United States Shrivastava, Ashish, Apple, United States Tuzel, Oncel, Apple, United States

SiG-DML-L3.4: PREPROCESSING OF FREEHAND ULTRASOUND SYNTHETIC APERTURE MEASUREMENTS USING DNN

Pandey, Rick, Technische Universität Ilmenau, Germany Kirchhof, Jan, Technische Universität Ilmenau, Germany Krieg, Fabian, Fraunhofer Institute for Nondestructive Testing IZFP, Germany Pérez, Eduardo, Technische Universität Ilmenau, Germany Römer, Florian, Fraunhofer Institute for Nondestructive Testing IZFP, Germany

SiG-DML-L3.5: TOWARDS COMBINED EVENT DETECTION AND CLASSIFICATION FOR NON-INTRUSIVE LOAD MONITORING USING CONVOLUTIONAL NEURAL NETWORKS

Liebgott, Florian, University of Stuttgart, Germany Liebgott, Annika, University of Stuttgart, Germany Yang, Bin, University of Stuttgart, Germany

Thursday, 26 August, 13:30 - 16:30 ∘ Room 1
ASMSP-P5 - Machine Learning for Audio and Acoustics

ASMSP-P5.1: ROBUST RELATIVE TRANSFER FUNCTION IDENTIFICATION ON MANIFOLDS FOR SPEECH ENHANCEMENT

Sofer, Amit, Bar-Ilan University, Israel Kounovsky, Tomas, Technical University of Liberec, Czech Republic Cmejla, Jaroslav, Technical University of Liberec, Czech Republic Koldovsky, Zbynek, Technical University of Liberec, Czech Republic Gannot, Sharon, Bar-Ilan University, Israel

ASMSP-P5.2: MOBILE MICROPHONE ARRAY SPEECH DETECTION AND LOCALIZATION IN DIVERSE EVERYDAY ENVIRONMENTS

Pertilä, Pasi, Tampere University, Finland Cakir, Emre, Tampere University, Finland Hakala, Aapo, Tampere University, Finland Fagerlund, Eemi, Tampere University, Finland Virtanen, Tuomas, Tampere University, Finland Politis, Archontis, Tampere University, Finland Eronen, Antti, Nokia Technologies Oy, Finland

ASMSP-P5.3: INVESTIGATING CROSS-DOMAIN LOSSES FOR SPEECH ENHANCEMENT

Abdulatif, Sherif, University of Stuttgart, Germany Armanious, Karim, University of Stuttgart, Germany T. Sajeev, Jayasankar, University of Stuttgart, Germany Guirguis, Karim, University of Stuttgart, Germany Yang, Bin, University of Stuttgart, Germany

ASMSP-P5.4: PEAKRNN AND STATSRNN: DYNAMIC PRUNING IN RECURRENT NEURAL NETWORKS

Jelčicová, Zuzana, Demant A/S; Technical University of Denmark (DTU), Denmark Jones, Rasmus, Demant A/S, Denmark Thorn Blix, David, Demant A/S, Denmark Verhelst, Marian, Katholieke Universiteit Leuven (KU Leuven), Belgium Sparsø, Jens, Technical University of Denmark (DTU), Denmark

ASMSP-P5.5: ON TRAINING TARGETS FOR NOISE-ROBUST VOICE ACTIVITY DETECTION

Braun, Sebastian, Microsoft, United States Tashev, Ivan, Microsoft, United States

ASMSP-P5.6: STUTTERNET: STUTTERING DETECTION USING TIME DELAY NEURAL NETWORK

Sheikh, Shakeel Ahmad, Universite de Lorraine, CNRS, Inria, LORIA, France Sahidullah, Md, Universite de Lorraine, CNRS, Inria, LORIA, France Hirsch, Fabrice, Universite Paul-Valery Montpellier, CNRS, Praxiling, France Ouni, Slim, Universite de Lorraine, CNRS, Inria, LORIA, France

ASMSP-P5.7: AUDIO SUMMARIZATION FOR PODCASTS

Vartakavi, Aneesh, Nielsen, United States Garg, Amanmeet, Nielsen, United States Rafii, Zafar, Nielsen, United States

ASMSP-P5.8: NOISY-TARGET TRAINING: A TRAINING STRATEGY FOR DNN-BASED SPEECH ENHANCEMENT WITHOUT CLEAN SPEECH

Fujimura, Takuya, National Institute of Technology, Tokuyama College, Japan Koizumi, Yuma, NTT Corporation, Japan Yatabe, Kohei, Waseda University, Japan Miyazaki, Ryoichi, National Institute of Technology, Tokuyama College, Japan

ASMSP-P5.9: PROBABILISTIC MODELLING OF SIGNAL MIXTURES WITH DIFFERENTIABLE DICTIONARIES

Marták, Lukáš, Johannes Kepler University Linz, Austria Kelz, Rainer, Johannes Kepler University Linz, Austria Widmer, Gerhard, Johannes Kepler University Linz, Austria

ASMSP-P5.10: WORD-LEVEL EMBEDDINGS FOR CROSS-TASK TRANSFER LEARNING IN SPEECH PROCESSING

Beckmann, Pierre, Swiss Federal Institute of Technology Lausanne, Switzerland Kegler, Mikolaj, Imperial College London, United Kingdom Cernak, Milos, Logitech Europe, Switzerland

Thursday, 26 August, 13:30 - 16:30 ∘ Room 2
ASMSP-P6 - Speech Enhancement and Spoken Document Retrieval

ASMSP-P6.1: GENERALLY APPLICABLE DEEP SPEECH INPAINTING USING THE EXAMPLE OF BANDWIDTH EXTENSION

Thieling, Lars, Institute of Communication Systems, RWTH Aachen, Germany Jax, Peter, Institute of Communication Systems, RWTH Aachen, Germany

ASMSP-P6.2: SPONTANEOUS SPEECH SUMMARIZATION: TRANSFORMERS ALL THE WAY THROUGH

Hayashi, Tomoki, Human Dataware Lab. Co., Ltd., Japan Yoshimura, Takenori, Human Dataware Lab. Co., Ltd., Japan Inuzuka, Masaya, Human Dataware Lab. Co., Ltd., Japan Kuroyanagi, Ibuki, Human Dataware Lab. Co., Ltd., Japan Segawa, Osamu, Chubu Electric Power Co., Inc., Japan

ASMSP-P6.3: SPARSE LINEAR PREDICTION-BASED DEREVERBERATION FOR SIGNAL ENHANCEMENT IN DISTANT SPEAKER VERIFICATION

Witkowski, Marcin, AGH University of Science and Technology, Poland Rybicka, Magdalena, AGH University of Science and Technology, Poland Kowalczyk, Konrad, AGH University of Science and Technology, Poland

ASMSP-P6.4: LEARNING TO INFERENCE WITH EARLY EXIT IN THE PROGRESSIVE SPEECH ENHANCEMENT

Li, Andong, Institute of Acoustics, Chinese Academy of Sciences, China Zheng, Chengshi, Institute of Acoustics, Chinese Academy of Sciences, China Zhang, Lu, Harbin Institute of Technology, China Li, Xiaodong, Institute of Acoustics, Chinese Academy of Sciences, China

ASMSP-P6.5: A SPEECH ENHANCEMENT FRONT-END FOR INTENT CLASSIFICATION IN NOISY ENVIRONMENTS

Nabih Ali, Mohamed, University of Trento, Italy Juliana Schmalz, Veronica, Free University of Bolzano, Italy Brutti, Alessio, Fondazione Bruno Kessler, Italy Falavigna, Daniele, Fondazione Bruno Kessler, Italy

ASMSP-P6.6: TASK-AWARE WARPING FACTORS IN MASK-BASED SPEECH ENHANCEMENT

Wang, Qiongqiong, NEC, Japan Lee, Kong Aik, NEC, Japan Koshinaka, Takafumi, NEC, Japan Okabe, Koji, NEC, Japan Yamamoto, Hitoshi, NEC, Japan

ASMSP-P6.7: TOWARDS SPEECH ENHANCEMENT USING A VARIATIONAL U-NET ARCHITECTURE

Nustede, Eike, Carl von Ossietzky University Oldenburg, Germany Anemüller, Jörn, Carl von Ossietzky University Oldenburg, Germany

ASMSP-P6.8: SPEAKER-AWARE SPEECH ENHANCEMENT WITH SELF-ATTENTION

Lin, Ju, Clemson University, United States Wijngaarden, Adriaan J. van, Nokia Bell Labs, United States Smith, Melissa C., Clemson University, United States Wang, Kuang-Ching, Clemson University, United States

ASMSP-P6.9: SPEECH ENHANCEMENT WITH ZERO-SHOT MODEL SELECTION

Zezario, Ryandhimas, National Taiwan University, Taiwan Fuh, Chiou-Shann, National Taiwan University, Taiwan Wang, Hsin-Min, Academia Sinica, Taiwan Tsao, Yu, Academia Sinica, Taiwan

ASMSP-P6.10: A STUDY OF INCORPORATING ARTICULATORY MOVEMENT INFORMATION IN SPEECH ENHANCEMENT

Chen, Yu-Wen, Academia Sinica, Taiwan Hung, Kuo-Hsuan, Academia Sinica, Taiwan Chuang, Shang-Yi, Academia Sinica, Taiwan Sherman, Jonathan, Academia Sinica, Taiwan Lu, Xugang, National Institute of Information and Communications Technology, Japan Tsao, Yu, Academia Sinica, Taiwan

Thursday, 26 August, 13:30 - 16:30 ∘ Room 3
VIP-P2 - Vision and Image Processing Part 2

VIP-P2.1: AN AUTONOMOUS DRONE FOR IMAGE-BASED INSPECTION OF BOOKSHELVES

Martinez-Martin, Ester, University of Alicante, Spain Ferrer, Eric, Jaume I University, Spain Vasilev, Ilia, Jaume I University, Spain del Pobil, Angel P., Jaume I University, Spain

VIP-P2.2: FAST OBJECT DETECTION IN HEVC INTRA COMPRESSED DOMAIN

Chen, Liuhong, Fudan University, China Sun, Heming, Waseda University;JST, PRESTO, Japan Katto, Jiro, Waseda University, Japan Zeng, Xiaoyang, Fudan University, China Fan, Yibo, Fudan University, China

VIP-P2.3: LEARNING FAST AND ROBUST GESTURE RECOGNITION

Papaioannidis, Christos, Aristotle University of Thessaloniki, Greece Makrygiannis, Dimitrios, Aristotle University of Thessaloniki, Greece Mademlis, Ioannis, Aristotle University of Thessaloniki, Greece Pitas, Ioannis, Aristotle University of Thessaloniki, Greece

VIP-P2.4: BODY AND HEAD ORIENTATION ESTIMATION WITH PRIVACY PRESERVING LIDAR SENSORS

Tepencelik, Onur, University of California, San Diego, United States Wei, Wenchuan, University of California, San Diego, United States Chukoskie, Leanne, University of California, San Diego, United States Cosman, Pamela, University of California, San Diego, United States Dey, Sujit, University of California, San Diego, United States

VIP-P2.5: IMPROVEMENT ON INTRA BLOCK COPY IN VIDEO CODING WITH REFERENCE BLOCK RECOMPRESSION

Zhang, Lai, Sun Yat-sen University, China Wang, Jun, Sun Yat-sen University, China Hu, Jiyuan, Sun Yat-sen University, China Yang, Pengjian, Sun Yat-sen University, China Liang, Fan, Sun Yat-sen University, China Lai, Feng, Zhuhai Unitech Power Technology Co. Ltd., China

VIP-P2.6: POSE2DRONE: A SKELETON-POSE-BASED FRAMEWORK FOR HUMAN-DRONE INTERACTION

Marinov, Zdravko, Karlsruhe Institute of Technology, Germany Vasileva, Stanka, Karlsruhe Institute of Technology, Germany Wang, Qing, Karlsruhe Institute of Technology, Germany Seibold, Constantin, Karlsruhe Institute of Technology, Germany Zhang, Jiaming, Karlsruhe Institute of Technology, Germany Stiefelhagen, Rainer, Karlsruhe Institute of Technology, Germany

VIP-P2.8: PERSONALIZING EMOTION RECOGNITION USING INCREMENTAL RANDOM FORESTS

Gonzalez, Jordan, ESIEA, France Prevost, Lionel, ESIEA, France

VIP-P2.9: A JPEG-BASED IMAGE CODING SOLUTION FOR DATA STORAGE ON DNA

Dimopoulou, Melpomeni, Université Côte d'Azur, CNRS, Laboratoire I3S, France Gil San Antonio, Eva, Université Côte d'Azur, CNRS, Laboratoire I3S, France Antonini, Marc, Université Côte d'Azur, CNRS, Laboratoire I3S, France

VIP-P2.10: AN AUDIOVISUAL CHILD EMOTION RECOGNITION SYSTEM FOR CHILD-ROBOT INTERACTION APPLICATIONS

Filntisis, Panagiotis, National Technical University of Athens, Greece Efthymiou, Niki, National Technical University of Athens, Greece Potamianos, Gerasimos, Department of ECE, University of Thessaly, Greece Maragos, Petros, National Technical University of Athens, Greece

Thursday, 26 August, 13:30 - 16:30 ∘ Room 4
TMTSP-P3 - Sparsity Aware Processing

TMTSP-P3.1: A COMPARATIVE STUDY OF LOW-RANK-PLUS-SPARSE MATRIX DECOMPOSITION AND MACHINE LEARNING FOR NON-DESTRUCTIVE AIR-ULTRASOUND DEFECT DETECTION

Al-Askary, Manar, Ruhr-Universität Bochum, Germany Miriya Thanthrige, Udaya S.K.P., Ruhr-Universität Bochum, Germany Pfeffer, Pierre, SKZ - Das Kunststoff-Zentrum, Germany Wachter, Luis, SKZ - Das Kunststoff-Zentrum, Germany Schober, Giovanni, SKZ - Das Kunststoff-Zentrum, Germany Sezgin, Aydin, Ruhr-Universität Bochum, Germany

TMTSP-P3.2: A SUPER RESOLUTION PHASE RETRIEVAL METHOD FOR SPARSE SIGNALS WITH ARBITRARY SCATTERING FUNCTION

Zheng, Pinjun, Harbin Institute of Technology, China Fu, Ning, Harbin Institute of Technology, China Qiao, Liyan, Harbin Institute of Technology, China

TMTSP-P3.3: MULTI-CONTRAST CSMRI USING COMMON EDGE STRUCTURES WITH LIGME MODEL

Kitahara, Daichi, Ritsumeikan University, Japan Kato, Rikako, Ritsumeikan University, Japan Kuroda, Hiroki, Ritsumeikan University, Japan Hirabayashi, Akira, Ritsumeikan University, Japan

TMTSP-P3.4: ANALYZING CROSS VALIDATION IN COMPRESSED SENSING WITH MIXED GAUSSIAN AND IMPULSE MEASUREMENT NOISE WITH L1 ERRORS

Gurjarpadhye, Chinmay, IIT Bombay, India Bhatnagar, Shubhang, IIT Bombay, India Rajwade, Ajit, IIT Bombay, India

TMTSP-P3.5: A GRAPH REGULARIZED RPCA BY GENERALIZED MOREAU ENHANCED MODEL

Komatsu, Ryota, Tokyo Institute of Technology, Japan Yamagishi, Masao, Tokyo Institute of Technology, Japan Yamada, Isao, Tokyo Institute of Technology, Japan

TMTSP-P3.6: A GENERALIZED MOREAU ENHANCEMENT OF L2,1-NORM AND ITS APPLICATION TO GROUP SPARSE CLASSIFICATION

Chen, Yang, Tokyo Institute of Technology, Japan Yamagishi, Masao, Tokyo Institute of Technology, Japan Yamada, Isao, Tokyo Institute of Technology, Japan

TMTSP-P3.7: SHAPE PARAMETER AND SPARSE REPRESENTATION RECOVERY UNDER GENERALIZED GAUSSIAN NOISE

Miertoiu, Florin Ilarion, University Politehnica of Bucharest, Romania Dumitrescu, Bogdan, University Politehnica of Bucharest, Romania

TMTSP-P3.8: DICTIONARY LEARNING OF BINARY ATOMS BY USING A SMOOTH APPROXIMATION

Vargas, Edwin, UNIVERSIDAD INDUSTRIAL DE SANTANDER, Colombia Arguello, Henry, UNIVERSIDAD INDUSTRIAL DE SANTANDER, Colombia

TMTSP-P3.9: AUDIO INPAINTING VIA L1-MINIMIZATION AND DICTIONARY LEARNING

Rajbamshi, Shristi, Austrian Academy of Sciences, Austria Tauböck, Georg, Austrian Academy of Sciences, Austria Holighaus, Nicki, Austrian Academy of Sciences, Austria Balazs, Peter, Austrian Academy of Sciences, Austria

TMTSP-P3.10: A DISTRIBUTED SPARSE CHANNEL ESTIMATION TECHNIQUE FOR MMWAVE MASSIVE MIMO SYSTEMS

Trigka, Maria, University of Patras, Greece Mavrokefalidis, Christos, University of Patras, Greece Berberidis, Kostas, University of Patras, Greece

Thursday, 26 August, 13:30 - 16:30 ∘ Room 5
SPMuS-P2 - Array Processing and DOA estimation

SPMuS-P2.1: RADAR ENVIRONMENT CLASSIFICATOR WITH CLUSTERING CAPABILITIES

Addabbo, Pia, Giustino Fortunato University, Italy Biondi, Filippo, Italian Ministry of Defence, Italy Orlando, Danilo, Università degli Studi Niccolò Cusano, Italy Ricci, Giuseppe, Università del Salento, Italy

SPMuS-P2.2: ONE-BIT ERROR-FEEDBACK QUANTIZER FOR UNIFORM LINEAR ANTENNA ARRAY

Ohno, Shuichi, Osaka City University, Japan Wang, Shenjian, Hiroshima University, Japan

SPMuS-P2.3: RADAR-BASED RADIAL ARTERIAL PULSE RATE AND PULSE PRESSURE ANALYSIS

Rong, Yu, Arizona State University, United States Mishra, Kumar Vijay, United States Army Research Laboratory, United States Bliss, Daniel W., Arizona State University, United States

SPMuS-P2.4: CRLB PERFORMANCE FOR WIDELY SEPARATED MIMO RADAR IN CES DISTURBANCE

Rojhani, Neda, University of Pisa, Italy Borghini, Lorenzo, University of Pisa, Italy Greco, Maria S, University of Pisa, Italy Gini, Fulvio, University of Pisa, Italy

SPMuS-P2.5: ON MAXIMUM LIKELIHOOD DOA ESTIMATION FOR SPACE SURVEILLANCE RADAR

Neuberger, Nadav, Fraunhofer FHR, Germany Vehmas, Risto, Elettronica GmbH, Germany

SPMuS-P2.6: CAUSAL SYSTEM IDENTIFICATION BASED COMPENSATION FOR REVERBERATION-ROBUST DOA ESTIMATION

He, Li, China Mobile Research Institute, China Xue, Wei, JD Tech Group, China

SPMuS-P2.7: EXPECTATION-MAXIMIZATION BASED DIRECTION OF ARRIVAL ESTIMATION UNDER A MIXTURE OF NOISE

Mhiri, Yassine, SATIE-Université Paris Saclay, France El Korso, Mohammed Nabil, Université Paris Nanterre, France Bacharach, Lucien, SATIE-Université Paris Saclay, France Breloy, Arnaud, Université Paris Nanterre, France Larzabal, Pascal, SATIE-Université Paris Saclay, France

SPMuS-P2.8: A CO-ARRAY APPROACH TO MULTI-SOURCE 2D-DOA ESTIMATION WITH TIME-MULTIPLEXED ARRAY ELEMENTS

Springer, Jannik, Fraunhofer FKIE, Germany Allmann, Clemens, Fraunhofer FKIE, Germany Oispuu, Marc, Fraunhofer FKIE, Germany

SPMuS-P2.9: PARTIALLY RELAXED FOURIER DOMAIN DIRECTION OF ARRIVAL ESTIMATION

Schenck, David, Technische Universität Darmstadt, Germany Trinh-Hoang, Minh, Technische Universität Darmstadt, Germany Pesavento, Marius, Technische Universität Darmstadt, Germany

SPMuS-P2.10: A NESTED ARRAY GEOMETRY WITH ENHANCED DEGREES OF FREEDOM AND HOLE-FREE DIFFERENCE COARRAY

Wandale, Steven, Yokohama National University, Japan Ichige, Koichi, Yokohama National University, Japan

Thursday, 26 August, 13:30 - 16:30 ∘ Room 6
SiG-DML-P2 - Machine Learning Part 2

SiG-DML-P2.1: NETWORK CALIBRATION BY CLASS-BASED TEMPERATURE SCALING

Frenkel, Lior, Bar-Ilan University, Israel Goldberger, Jacob, Bar-Ilan University, Israel

SiG-DML-P2.2: A LEARNING BASED APPROACH TO SEPARATE MIXED X-RAY IMAGES ASSOCIATED WITH ARTWORK WITH CONCEALED DESIGNS

Pu, Wei, University College London, United Kingdom Huang, Junjie, Imperial College, United Kingdom Sober, Barak, Duke university, United States Daly, Nathan, National Gallery, United Kingdom Higgitt, Catherine, National Gallery, United Kingdom Dragotti, Pier Luigi, Imperial College, United Kingdom Daubechies, Ingrid, Duke university, United States Rodrigues, Miguel, University College London, United Kingdom

SiG-DML-P2.3: RECONSTRUCTION OF FRI SIGNALS USING AUTOENCODERS WITH FIXED DECODERS

Leung, Vincent C. H., Imperial College London, United Kingdom Huang, Jun-Jie, Imperial College London, United Kingdom Eldar, Yonina C., Weizmann Institute of Science, Israel Dragotti, Pier Luigi, Imperial College London, United Kingdom

SiG-DML-P2.4: FLIPPING DATA AUGMENTATION OF CONVOLUTIONAL NEURAL NETWORKS USING DISCRETE COSINE TRANSFORMS

Ito, Izumi, Tokyo Institute of Technology, Japan

SiG-DML-P2.5: MOTION UNITS: GENERALIZED SEQUENCE MODELING OF HUMAN ACTIVITIES FOR SENSOR-BASED ACTIVITY RECOGNITION

Liu, Hui, University of Bremen, Germany Hartmann, Yale, University of Bremen, Germany Schultz, Tanja, University of Bremen, Germany

SiG-DML-P2.6: ALTERNATING PROJECTION APPROACH FOR NONLINEAR BLIND SEPARATION OF SPARSE SOURCES

Akhavan, Saeed, University of Tehran, Iran Soltanian-Zadeh, Hamid, University of Tehran, Iran

SiG-DML-P2.7: A MULTI-STEP AHEAD DYADIC PARTICLE FILTER FOR PRICE PREDICTION

Ntemi, Myrsini, Aristotle University of Thessaloniki, Greece Kotropoulos, Constantine, Aristotle University of Thessaloniki, Greece

SiG-DML-P2.8: RADAR TRACKER FOR HUMAN LEGS BASED ON GEOMETRIC AND INTENSITY FEATURES

Mandischer, Nils, RWTH Aachen University, Germany Koop, Ina, RWTH Aachen University, Germany Granich, Anna, RWTH Aachen University, Germany Heberling, Dirk, RWTH Aachen University, Germany Corves, Burkhard, RWTH Aachen University, Germany

SiG-DML-P2.9: TRANSFORMED K-MEANS CLUSTERING

Goel, Anurag, Indraprastha Institute of Information Technology, India Majumdar, Angshul, Indraprastha Institute of Information Technology, India

SiG-DML-P2.10: DIMENSIONALITY REDUCTION FOR ORDINAL CLASSIFICATION

Zine-El-Abidine, Mouad, Université d'Angers, France Dutagaci, Helin, Eskisehir Osmangazi University, Turkey ROUSSEAU, David, Laboratoire LARIS, Université d'Angers, France

Thursday, 26 August, 16:30 - 18:30 ∘ Room 1
SS9b - Machine Learning for Biomedical Signal and Image Processing Part 2

SS9b.1: AUTOMATIC SLEEP STAGING FROM PULSE OXIMETER USING RNN

Casal, Ramiro, Universidad Nacional de Entre Ríos, Argentina Di Persia, Leandro E., Universidad Nacional del Litoral, Argentina Schlotthauer, Gastón, Universidad Nacional de Entre Ríos, Argentina

SS9b.2: AUDITORY ATTENTION DECODING FROM EEG USING CONVOLUTIONAL RECURRENT NEURAL NETWORK

Fu, Zhen, Peking University, China Wang, Bo, Peking University, China Wu, Xihong, Peking University, China Chen, Jing, Peking University, China

SS9b.3: DEEP RECTUM SEGMENTATION FOR IMAGE GUIDED RADIATION THERAPY WITH SYNTHETIC DATA

Mallios, Dimitrios, Research Associate, Uganda Cai, Xiaohao, Assistant Professor, United Kingdom

SS9b.4: A PROTOTYPE DEEP LEARNING SYSTEM FOR THE ACOUSTIC MONITORING OF INTENSIVE CARE PATIENTS

Lykartsis, Athanasios, TU Berlin, Germany Hädrich, Markus, TU Berlin, Germany Weinzierl, Stefan, TU Berlin, Germany

SS9b.5: TRANSFER LEARNING VIA PARAMETER REGULARIZATION FOR MEDICAL IMAGE SEGMENTATION

Sagie, Nimrod, Tel-Aviv University, Israel Greenspan, Hayit, Tel-Aviv University, Israel Goldberger, Jacob, Bar-Ilan University, Israel

Thursday, 26 August, 16:30 - 18:30 ∘ Room 2
ASMSP-L6 - Speaker and Emotion Recognition

ASMSP-L6.1: SIGNIFICANCE OF CONSTANT-Q TRANSFORM FOR VOICE LIVENESS DETECTION

Khoria, Kuldeep, DAIICT, India Patil, Ankur, DAIICT, India Patil, Hemant, DAIICT, India

ASMSP-L6.2: DEEP SCATTERING NETWORK FOR SPEECH EMOTION RECOGNITION

Singh, Premjeet, Indian Institute of Technology Kharagpur, India Saha, Goutam, Indian Institute of Technology Kharagpur, India Sahidullah, Md, Inria, France

ASMSP-L6.3: SPEECH EMOTION RECOGNITION USING AUDITORY SPECTROGRAM AND CEPSTRAL FEATURES

Zhao, Shujie, Northwestern Polytechnical University, China Yang, Yan, Northwestern Polytechnical University, China Cohen, Israel, Technion--Israel Institute of Technology, Israel Zhang, Lijun, Northwestern Polytechnical University, China

ASMSP-L6.4: COMPENSATE MULTIPLE DISTORTIONS FOR SPEAKER RECOGNITION SYSTEMS

Mohammadamini, Mohammad, LIA(Laboratoire Informatique d’Avignon), Avignon University, France Matrouf, Driss, LIA(Laboratoire Informatique d’Avignon), Avignon University, France Bonastre, Jean-Francois, LIA(Laboratoire Informatique d’Avignon), Avignon University, France Serizel, Romain, Universit ́e de Lorraine, CNRS, Inria, Loria, F-54000 Nancy, France, France Dowerah, Sandipana, Universit ́e de Lorraine, CNRS, Inria, Loria, F-54000 Nancy, France, France Jouvet, Denis, Universit ́e de Lorraine, CNRS, Inria, Loria, F-54000 Nancy, France, France

ASMSP-L6.5: MODIFIED GROUP DELAY CEPSTRAL COEFFICIENTS FOR VOICE LIVENESS DETECTION

Singh, Shrishti, DAIICT, India Khoria, Kuldeep, DAIICT, India Patil, Hemant, DAIICT, India

Thursday, 26 August, 16:30 - 18:30 ∘ Room 3
VIP-L4 - Interpolation and Super-resolution

VIP-L4.1: END-TO-END GENERATIVE ADVERSARIAL FACE HALLUCINATION THROUGH RESIDUAL IN INTERNAL DENSE NETWORK

Wang, Xiang, Lakehead University, Canada Yang, Yimin, Lakehead University, Canada Pang, Qixiang, Confederation College, Canada Tang, Qiang, The University of British Columbia, Canada Du, Shan, The University of British Columbia Okanagan, Canada

VIP-L4.2: PIXDOOR: A PIXEL-SPACE BACKDOOR ATTACK ON DEEP LEARNING MODELS

Arshad, Iram, Athlone institute of Technology, Ireland Naveed Asghar, Mamoona, Athlone institute of Technology, Ireland Qiao, Yuansong, Athlone institute of Technology, Ireland Lee, Brian, Athlone institute of Technology, Ireland Ye, Yuhang, Athlone institute of Technology, Ireland

VIP-L4.3: PROCEDURAL TERRAIN GENERATION USING GENERATIVE ADVERSARIAL NETWORKS

Voulgaris, Georgios, Aristotle University of Thessaloniki, Greece Mademlis, Ioannis, Aristotle University of Thessaloniki, Greece Pitas, Ioannis, Aristotle University of Thessaloniki, Greece

VIP-L4.4: AN END-TO-END LEARNING ARCHITECTURE FOR EFFICIENT IMAGE ENCODING AND DEEP LEARNING

Hewa Gamage, Lahiru D Chamain, University of California Davis, United States Qi, Siyu, University of California Davis, United States Ding, Zhi, University of California Davis, United States

VIP-L4.5: INTERPRETABLE MULTIPLE LOSS FUNCTIONS IN A LOW-RANK DEEP IMAGE PRIOR BASED METHOD FOR SINGLE HYPERSPECTRAL IMAGE SUPER-RESOLUTION

Gelvez, Tatiana, Universidad Industrial de Santander, Colombia Bacca, Jorge, Universidad Industrial de Santander, Colombia Arguello, Henry, Universidad Industrial de Santander, Colombia

Thursday, 26 August, 16:30 - 18:30 ∘ Room 4
TMTSP-L3 - Data Driven and Bayesian Techniques

TMTSP-L3 .1: BOOTSTRAP FOR TESTING THE EQUALITY OF SELFSIMILARITY EXPONENTS ACROSS MULTIVARIATE TIME SERIES

Lucas, Charles-Gérard, ENS Lyon, France Abry, Patrice, ENS Lyon, France Wendt, Herwig, CNRS, IRIT, Université de Toulouse, France Didier, Gustavo, Tulane University, United States

TMTSP-L3 .2: HOW DOES POLICY STRINGENCY AFFECT THE SPREAD OF COVID-19 PANDEMIC? A COUNTRY LEVEL STUDY

Li, Yicong, Tsinghua University, China Chan, Calvin, Tsinghua University, China Li, Yang, Tsinghua University, China Kuruoglu, Ercan, Tsinghua University, China

TMTSP-L3 .3: BLIND DECONVOLUTION OF IMAGES CORRUPTED BY GAUSSIAN NOISE USING EXPECTATION PROPAGATION

, , , Abdulaziz, Abdullah, Heriot-Watt University, United Kingdom Yao, Dan, Heriot-Watt University, United Kingdom Altmann, Yoann, Heriot-Watt University, United Kingdom McLaughlin, Stephen, Heriot-Watt University, United Kingdom

TMTSP-L3 .4: THE USE OF GAUSSIAN PROCESSES AS PARTICLES FOR SEQUENTIAL MONTE CARLO ESTIMATION OF TIME-VARYING FUNCTIONS

Liu, Yuhao, Stony Brook University, United States Djuric, Petar M., Stony Brook University, United States

TMTSP-L3 .5: BAYESIAN NONPARAMETRIC DIMENSIONALITY REDUCTION OF CATEGORICAL DATA FOR PREDICTING SEVERITY OF COVID-19 IN PREGNANT WOMEN

Ajirak, Marzieh, Stony Brook University, United States Heiselman, Cassandra, Stony Brook University Hospital, United States Fuchs, Anna, Stony Brook University Hospital, United States Heiligenstein, Mia, Stony Brook University Hospital, United States Herrera, Kimberly, Stony Brook University Hospital, United States Garretto, Diana, Stony Brook University Hospital, United States Djuric, Petar, Stony Brook University, United States

Thursday, 26 August, 16:30 - 18:30 ∘ Room 5
SS7a - Acoustic Scene Analysis and Signal Enhancement Based on Advanced Signal Processing and Machine Learning Part 1

SS7a.1: A SYNERGISTIC KALMAN- AND DEEP POSTFILTERING APPROACH TO ACOUSTIC ECHO CANCELLATION

Haubner, Thomas, Friedrich-Alexander-University Erlangen-Nürnberg, Germany Halimeh, Mhd. Modar, Friedrich-Alexander-University Erlangen-Nürnberg, Germany Brendel, Andreas, Friedrich-Alexander-University Erlangen-Nürnberg, Germany Kellermann, Walter, Friedrich-Alexander-University Erlangen-Nürnberg, Germany

SS7a.2: ROBUST ACOUSTIC SCENE CLASSIFICATION IN THE PRESENCE OF ACTIVE FOREGROUND SPEECH

Song, Siyuan, Ghent University, Belgium Desplanques, Brecht, Ghent University, Belgium De Moor, Celest, Ghent University, Belgium Demuynck, Kris, Ghent University, Belgium Madhu, Nilesh, Ghent University, Belgium

SS7a.3: LOW LATENCY ONLINE SOURCE SEPARATION AND NOISE REDUCTION BASED ON JOINT OPTIMIZATION WITH DEREVERBERATION

Ueda, Tetsuya, University of Tsukuba, Japan Nakatani, Tomohiro, NTT Corporation, Japan Ikeshita, Rintaro, NTT Corporation, Japan Kinoshita, Keisuke, NTT Corporation, Japan Araki, Shoko, NTT Corporation, Japan Makino, Shoji, University of Tsukuba, Japan

SS7a.4: DICTIONARY-BASED SPARSE RECONSTRUCTION OF INCOMPLETE RELATIVE TRANSFER FUNCTIONS

Koldovský, Zbyněk, Technical University of Liberec, Czech Republic Gannot, Sharon, Bar Ilan University, Israel

SS7a.5: END-TO-END TRAINING FOR ACOUSTIC SCENE ANALYSIS WITH DISTRIBUTED SOUND-TO-LIGHT CONVERSION DEVICES

Kinoshita, Yuma, Tokyo Metropolitan University, Japan Ono, Nobutaka, Tokyo Metropolitan University, Japan

Thursday, 26 August, 16:30 - 18:30 ∘ Room 6
ASMSP-L7 - Active Noise Control
Friday, 27 August, 10:30 - 12:30 ∘ Room 1
TMTSP-L4 - Signal and System Modeling and Estimation

TMTSP-L4 .1: TASK-BASED ANALOG-TO-DIGITAL CONVERTERS FOR BANDLIMITED SYSTEMS

Neuhaus, Peter, Technische Universität Dresden, Germany Shlezinger, Nir, Ben-Gurion University of the Negev, Israel Dörpinghaus, Meik, Technische Universität Dresden, Germany Eldar, Yonina C., Weizmann Institute of Science, Israel Fettweis, Gerhard, Technische Universität Dresden, Germany

TMTSP-L4 .2: LEARNING STOCHASTIC DYNAMICAL SYSTEMS WITH NEURAL NETWORKS MIMICKING THE EULER-MARUYAMA SCHEME

Dridi, Noura, IMT ATLANTIQUE, France Drumetz, Lucas, IMT ATLANTIQUE, France Fablet, Ronan, IMT ATLANTIQUE, France

TMTSP-L4 .3: ANOMALOUS SOUND DETECTION USING A BINARY CLASSIFICATION MODEL AND CLASS CENTROIDS

Kuroyanagi, Ibuki, Nagoya University, Japan Hayashi, Tomoki, Nagoya University,Human Dataware Lab. Co., Ltd.,, Japan Takeda, Kazuya, Nagoya University, Japan Toda, Tomoki, Nagoya University, Japan

TMTSP-L4 .4: ROBUST DYNAMICAL COMPONENT ANALYSIS VIA MULTIVARIATE VARIATIONAL DENOISING

Warmuth, Monika, University of Applied Sciences Ansbach, Germany Romberger, Philipp, University of Applied Sciences Ansbach, Germany Uhl, Christian, University of Applied Sciences Ansbach, Germany

TMTSP-L4 .5: FINITE IMPULSE RESPONSE FILTERS FOR SIMPLICIAL COMPLEXES

Yang, Maosheng, Delft University of Technology, Netherlands Isufi, Elvin, Delft University of Technology, Netherlands Schaub, Michael, RWTH Aachen University, Germany Leus, Geert, Delft University of Technology, Netherlands

Friday, 27 August, 10:30 - 12:30 ∘ Room 2
ASMSP-L8 - Signal Processing for Speech, Audio and Acoustics

ASMSP-L8.1: VOICE-QUALITY FEATURES FOR DEEP NEURAL NETWORK BASED SPEAKER VERIFICATION SYSTEMS

Zewoudie, Abraham Woubie, Aalto University, Finland Koivisto, Lauri, Aalto University, Finland Bäckström, Tom, Aalto University, Finland

ASMSP-L8.2: BLIND ESTIMATION OF ROOM ACOUSTIC PARAMETERS AND SPEECH TRANSMISSION INDEX USING MTF-BASED CNNS

Duangpummet, Suradej, Japan Advanced Institute of Science and Technology, Japan Karnjana, Jessada, National Science and Technology Development Agency, Thailand Kongprawechnon, Waree, Sirindhorn International Institute of Technology, Thammasat University, Thailand Unoki, Masashi, Japan Advanced Institute of Science and Technology, Japan

ASMSP-L8.4: COMPUTATIONAL PRONUNCIATION ANALYSIS IN SUNG UTTERANCES

Demirel, Emir, Queen Mary University of London, United Kingdom Ahlback, Sven, Doremir Music Research AB, Sweden Dixon, Simon, Queen Mary University of London, United Kingdom

ASMSP-L8.5: PHONEME BASED RESPIRATORY ANALYSIS OF READ SPEECH

Nallanthighal, Venkata Srikanth, Philips Research Eindhoven and Radboud University, Nijmegen, Netherlands Härmä, Aki, Philips Research Eindhoven, Netherlands Strik, Helmer, Radboud University, Netherlands Magimai Doss, Mathew, Idiap Research Institute, Switzerland

Friday, 27 August, 10:30 - 12:30 ∘ Room 4
BISA-L4 - Bioinformatics and bioinspired signal processing

BISA-L4.1: COMBINED BAYESIAN AND NORMAL MODE FLEXIBLE FITTING WITH HAMILTONIAN MONTE CARLO SAMPLING FOR CRYO ELECTRON MICROSCOPY

Vuillemot, Rémi, Sorbonne Université & Centre National de la Recherche Scientifique, France Jonic, Slavica, Sorbonne Université & Centre National de la Recherche Scientifique, France

BISA-L4.2: VISIBILITY GRAPH NETWORK OF MULTIDIMENSIONAL TIME SERIES DATA FOR PROTEIN STRUCTURE CLASSIFICATION

Zervou, Michaela Areti, University of Crete, Greece Doutsi, Effrosyni, Foundation for Research and Technology, Greece Tsakalides, Panagiotis, University of Crete, Greece

BISA-L4.3: MULTIOMICS DATA INTEGRATION FOR GENE REGULATORY NETWORK INFERENCE WITH EXPONENTIAL FAMILY EMBEDDINGS

Jagtap, Surabhi, IFP Energies nouvelles, Université Paris-Saclay, CentraleSupélec, Inria, France Çelikkanat, Abdulkadir, Université Paris-Saclay, CentraleSupélec, Inria, France Pirayre, Aurélie, IFP Energies nouvelles, France Bidard, Frederique, IFP Energies nouvelles, France Duval, Laurent, IFP Energies nouvelles, France D. Malliaros, Fragkiskos, Université Paris-Saclay, CentraleSupelec, Inria, France

BISA-L4.4: VISUAL BRAIN DECODING FOR SHORT DURATION EEG SIGNALS

Mishra, Rahul, IIT Mandi, India Sharma, Krishan, Vehant Technologies Pvt. Ltd., India Bhavsar, Arnav, IIT Mandi, India

BISA-L4.5: MODIFIED REINHARD ALGORITHM FOR COLOR NORMALIZATION OF COLORECTAL CANCER HISTOPATHOLOGY IMAGES

Roy, Santanu, Manipal University Jaipur, India Panda, Shubhajit, Manipal University Jaipur, India Jangid, Mahesh, Manipal University Jaipur, India

Friday, 27 August, 10:30 - 12:30 ∘ Room 5
SS7b - Acoustic Scene Analysis and Signal Enhancement Based on Advanced Signal Processing and Machine Learning Part 2

SS7b.1: MULTI-SOURCE DIRECTION OF ARRIVAL ESTIMATION OF NOISY SPEECH USING CONVOLUTIONAL RECURRENT NEURAL NETWORKS WITH HIGHER-ORDER AMBISONICS SIGNALS

Poschadel, Nils, Leibniz University Hannover, Germany Preihs, Stephan, Leibniz University Hannover, Germany Peissig, Jürgen, Leibniz University Hannover, Germany

SS7b.2: DEEP RANKING-BASED DOA TRACKING ALGORITHM

Opochinsky, Renana, Bar-Ilan University, Israel Chechik, Gal, Bar-Ilan University, Israel Gannot, Sharon, Bar-Ilan University, Israel

SS7b.3: A LOW-COMPUTATIONAL DNN-BASED SPEECH ENHANCEMENT FOR HEARING AIDS BASED ON ELEMENT SELECTION

Haruta, Chiho, Tokyo Metropolitan University, Japan Ono, Nobutaka, Tokyo Metropolitan University, Japan

SS7b.4: ADVERSARIAL DOMAIN ADAPTATION WITH PAIRED EXAMPLES FOR ACOUSTIC SCENE CLASSIFICATION ON DIFFERENT RECORDING DEVICES

Kacprzak, Stanisław, AGH University of Science and Technology, Poland Kowalczyk, Konrad, AGH University of Science and Technology, Poland

SS7b.5: MULTICHANNEL SEPARATION AND CLASSIFICATION OF SOUND EVENTS

Scheibler, Robin, LINE Corporation, Japan Komatsu, Tatsuya, LINE Corporation, Japan Togami, Masahito, LINE Corporation, Japan

Friday, 27 August, 10:30 - 12:30 ∘ Room 6
SiG-DML-L4 - Pattern recognition and classification

SiG-DML-L4.1: CORRELATED BINARY DATA FOR MACHINE LEARNING

Llobet Turró, Martí, Universitat Politècnica de Catalunya, Spain Cabrera-Bean, Margarita, Universitat Politècnica de Catalunya, Spain

SiG-DML-L4.2: CO-CLUSTERING VERTICES AND HYPEREDGES VIA SPECTRAL HYPERGRAPH PARTITIONING

Zhu, Yu, Rice University, United States Li, Boning, Rice University, United States Segarra, Santiago, Rice University, United States

SiG-DML-L4.3: BAYESIAN FEATURE DISCOVERY FOR PREDICTIVE MAINTENANCE

Dib, Amir, Université Paris-Saclay, ENS Paris-Saclay, CNRS, Centre Borelli, France Truong, Charles, Université Paris-Saclay, ENS Paris-Saclay, CNRS, Centre Borelli, France Oudre, Laurent, Université Paris-Saclay, ENS Paris-Saclay, CNRS, Centre Borelli, France Mougeot, Mathilde, Université Paris-Saclay, ENS Paris-Saclay, CNRS, Centre Borelli, France Vayatis, Nicolas, Université Paris-Saclay, ENS Paris-Saclay, CNRS, Centre Borelli, France Nonne, Heloise, ITNOVEM, SNCF, France

SiG-DML-L4.4: LOW-FREQUENCY ENERGY DISAGGREGATION BASED ON ACTIVE AND REACTIVE POWER SIGNATURES

Schirmer, Pascal, University of Hertfordhshire, United Kingdom Mporas, Iosif, University of Hertfordhshire, United Kingdom

SiG-DML-L4.5: EXPLORING TEMPORAL CONTEXT AND HUMAN MOVEMENT DYNAMICS FOR ONLINE ACTION DETECTION IN VIDEOS

Vasileiou, Vasiliki, National Technical University of Athens, Greece Kardaris, Nikolaos, National Technical University of Athens, Greece Maragos, Petros, National Technical University of Athens, Greece

Friday, 27 August, 13:30 - 16:30 ∘ Room 1
TMTSP-P4 - New Trends in Signal Processing

TMTSP-P4.1: DISTRIBUTED MAXVAR: IDENTIFYING COMMON SIGNAL COMPONENTS ACROSS THE NODES OF A SENSOR NETWORK

Hovine, Charles, KU Leuven, Belgium Bertrand, Alexander, KU Leuven, Belgium

TMTSP-P4.2: A NOVEL MULTITAPER REASSIGNMENT METHOD FOR ESTIMATION OF PHASE SYNCHRONY

Sandsten, Maria, Lund University, Sweden Anderson, Rachele, Lund University, Sweden Reinhold, Isabella, Lund University, Sweden Bernhardsson, Bo, Lund University, Sweden Bergeling, Carolina, Lund University, Sweden Johansson, Mikael, Lund University, Sweden

TMTSP-P4.3: INFERRING GRAPH SIGNAL TRANSLATIONS AS INVARIANT TRANSFORMATIONS FOR CLASSIFICATION TASKS

Baena, Raphael, IMT Atlantique, France Drumetz, Lucas, IMT Atlantique, France Gripon, Vincent, IMT Atlantique, France

TMTSP-P4.4: FEDERATED LEARNING WITH CLASS IMBALANCE REDUCTION

Yang, Miao, ShanghaiTech, China Wang, Ximin, ShanghaiTech, China Zhu, Hongbin, ShanghaiTech, China Wang, Haifeng, Key Laboratory of Wireless Sensor Network Communication, CAS, China Qian, Hua, Shanghai Advanced Research Institute, China

TMTSP-P4.5: AUTOENCODER-BASED GRADIENT COMPRESSION FOR DISTRIBUTED TRAINING

Abrahamyan, Lusine, Vrije Universiteit Brussel, Belgium Chen, Yiming, Vrije Universiteit Brussel, Belgium Bekoulis, Giannis, Vrije Universiteit Brussel, Belgium Deligiannis, Nikos, Vrije Universiteit Brussel, Belgium

TMTSP-P4.6: LIFTING-BASED ALTERNATIVES TO THE FFT FOR COMPUTING THE 4-, 8-, AND 16-POINT DISCRETE FOURIER TRANSFORMS

Parfieniuk, Marek, University of Bialystok, Poland

TMTSP-P4.7: ROBUST PRINCIPAL COMPONENT ANALYSIS USING A NOVEL KERNEL RELATED WITH THE L1-NORM

Pan, Hongyi, Univerity of Illiniois at Chicago, United States Badawi, Diaa, Univerity of Illiniois at Chicago, United States Koyuncu, Erdem, Univerity of Illiniois at Chicago, United States Cetin, Ahmet Enis, Univerity of Illiniois at Chicago, United States

TMTSP-P4.8: A MAXIMUM A POSTERIORI RELAXATION FOR CLUSTERING THE LABELED STOCHASTIC BLOCK MODEL

Dittrich, Thomas, Technische Universität Wien, Austria Matz, Gerald, Technische Universität Wien, Austria

TMTSP-P4.9: LOCALISING DIFFUSION SOURCES FROM SAMPLES TAKEN ALONG UNKNOWN PARAMETRIC TRAJECTORIES

Alexandru, Roxana, Imperial College London, United Kingdom Blu, Thierry, The Chinese University of Hong Kong, China Dragotti, Pier Luigi, Imperial College London, United Kingdom

TMTSP-P4.10: DEEP DEMIXING: RECONSTRUCTING THE EVOLUTION OF EPIDEMICS USING GRAPH NEURAL NETWORKS

Cutura, Gojko, University of Belgrade, Serbia Li, Boning, Rice University, United States Swami, Ananthram, Army Research Laboratory, United States Segarra, Santiago, Rice University, United States

Friday, 27 August, 13:30 - 16:30 ∘ Room 2
ASMSP-P7 - Speech and Language Recognition

ASMSP-P7.1: STUDY ON THE TEMPORAL POOLING USED IN DEEP NEURAL NETWORKS FOR SPEAKER VERIFICATION

Rouvier, Mickael, Avignon University, France Bousquet, Pierre-Michel, Avignon University, France Duret, Jarod, Avignon University, France

ASMSP-P7.2: RESOURCE-EFFICIENT TDNN ARCHITECTURES FOR AUDIO-VISUAL SPEECH RECOGNITION

Koumparoulis, Alexandros, University of Thessaly, United States Potamianos, Gerasimos, University of Thessaly, Greece Thomas, Samuel, IBM, United States Morais, Edmilson da Silva, IBM, Brazil

ASMSP-P7.3: DATA AUGMENTATION USING CYCLEGAN FOR END-TO-END CHILDREN ASR

Kumar Singh, Dipesh, Dhirubhai Ambani Institute of Information and Communication Technology, India P. Amin, Preet, Dhirubhai Ambani Institute of Information and Communication Technology, India B. Sailor, Hardik, Samsung R&D Institute, Bangalore, India, India A. Patil, Hemant, Dhirubhai Ambani Institute of Information and Communication Technology, India

ASMSP-P7.4: FEW-SHOT LEARNING FOR FRAME-WISE PHONEME RECOGNITION: ADAPTATION OF MATCHING NETWORKS

Banerjee, Tirthankar, International Institute of Information Technology – Bangalore (IIIT-B), India Thurlapati, Narasimha Rao, Samsung R&D Institute, Bangalore (SRIB), India Pavithra, V, Samsung R&D Institute, Bangalore (SRIB), India Mahalakshmi, S, Samsung R&D Institute, Bangalore (SRIB), India Eledath, Dhanya, International Institute of Information Technology – Bangalore (IIIT-B), India Ramasubramanian, V, International Institute of Information Technology – Bangalore (IIIT-B), India

ASMSP-P7.6: DISENTANGLED REPRESENTATIONS FOR ARABIC DIALECT IDENTIFICATION BASED ON SUPERVISED CLUSTERING WITH TRIPLET LOSS

Alhakeem, Zainab, DSP&AI Lab., Department of Electrical and Electronic Engineering, Korea (South) Kwon, Yoohwan, DSP&AI Lab., Department of Electrical and Electronic Engineering, Korea (South) Kang, Hong-Goo, DSP&AI Lab., Department of Electrical and Electronic Engineering, Korea (South)

ASMSP-P7.8: END-TO-END SPEECH RECOGNITION FROM RAW SPEECH: MULTI TIME-FREQUENCY RESOLUTION CNN ARCHITECTURE FOR EFFICIENT REPRESENTATION LEARNING

Eledath, Dhanya, International Institute of Information Technology - Bangalore (IIIT-B), India Inbarajan, P, Samsung R&D Institute, Bangalore (SRIB), India Biradar, Anurag, Samsung R&D Institute, Bangalore (SRIB), India Mahadeva, Sathwick, Samsung R&D Institute, Bangalore (SRIB), India Ramasubramanian, V, International Institute of Information Technology - Bangalore (IIIT-B), India

ASMSP-P7.9: AUTOMATIC SPEECH RECOGNITION SYSTEMS ERRORS FOR ACCIDENT-PRONE SLEEPINESS DETECTION THROUGH VOICE

Martin, Vincent P., Université de Bordeaux, France Rouas, Jean-Luc, Université de Bordeaux, France Boyer, Florian, Airudit, France Philip, Pierre, Université de Bordeaux, France

ASMSP-P7.10: CROSS-CORPORA LANGUAGE RECOGNITION: A PRELIMINARY INVESTIGATION WITH INDIAN LANGUAGES

Dey, Spandan, Indian Institute of Technology Kharagpur, India Saha, Goutam, Indian Institute of Technology Kharagpur, India Sahidullah, Md, Inria, France

Friday, 27 August, 13:30 - 16:30 ∘ Room 3
ASMSP-P8 - Detection and Classification of Acoustic Scenes and Events

ASMSP-P8.1: IDMT-TRAFFIC: AN OPEN BENCHMARK DATASET FOR ACOUSTIC TRAFFIC MONITORING RESEARCH

Abeßer, Jakob, Fraunhofer IDMT, Germany Gourishetti, Saichand, Fraunhofer IDMT, Germany Kátai, András, Fraunhofer IDMT, Germany Clauß, Tobias, Fraunhofer IDMT, Germany Sharma, Prachi, Fraunhofer IDMT, Germany Liebetrau, Judith, Fraunhofer IDMT, Germany

ASMSP-P8.2: DESED-FL AND URBAN-FL: FEDERATED LEARNING DATASETS FOR SOUND EVENT DETECTION

Johnson, David S., Fraunhofer Institute for Digital Media Communication (IDMT), Germany Lorenz, Wolfgang, Fraunhofer Institute for Digital Media Communication (IDMT), Germany Taenzer, Michael, Fraunhofer Institute for Digital Media Communication (IDMT), Germany Mimilakis, Stylianos, Fraunhofer Institute for Digital Media Communication (IDMT), Germany Grollmisch, Sascha, Fraunhofer Institute for Digital Media Communication (IDMT), Germany Abeßer, Jakob, Fraunhofer Institute for Digital Media Communication (IDMT), Germany Lukashevich, Hanna, Fraunhofer Institute for Digital Media Communication (IDMT), Germany

ASMSP-P8.3: NEURAL NETWORK-BASED ACOUSTIC VEHICLE COUNTING

Djukanović, Slobodan, University of Montenegro, Montenegro Patel, Yash, Czech Technical University, Czech Republic Matas, Jiri, Czech Technical University, Czech Republic Virtanen, Tuomas, Tampere University, Finland

ASMSP-P8.4: GRAPH-BASED REPRESENTATION OF AUDIO SIGNALS FOR SOUND EVENT CLASSIFICATION

Aironi, Carlo, Università Politecnica delle Marche, Italy Cornell, Samuele, Università Politecnica delle Marche, Italy Principi, Emanuele, Università Politecnica delle Marche, Italy Squartini, Stefano, Università Politecnica delle Marche, Italy

ASMSP-P8.5: OVERLAPPED SOUND EVENT CLASSIFICATION VIA MULTI-CHANNEL SOUND SEPARATION NETWORK

Giannoulis, Panagiotis, ECE, National Technical University of Athens, Greece Potamianos, Gerasimos, ECE Dept., University of Thessaly, Greece Maragos, Petros, ECE, National Technical University of Athens, Greece

ASMSP-P8.6: WAVETRANSFORMER: AN ARCHITECTURE FOR AUDIO CAPTIONING BASED ON LEARNING TEMPORAL AND TIME-FREQUENCY INFORMATION

Tran, An, Tampere University, Finland Drossos, Konstantinos, Tampere University, Finland Virtanen, Tuomas, Tampere University, Finland

ASMSP-P8.7: ANOMALOUS SOUND DETECTION BASED ON ATTENTION MECHANISM

Mori, Hayato, Gifu University, Japan Tamura, Satoshi, Gifu University, Japan Hayamizu, Satoru, Gifu University, Japan

ASMSP-P8.8: SELF-SUPERVISED COMPLEX NETWORK FOR MACHINE SOUND ANOMALY DETECTION

Kim, Miseul, Yonsei University, Korea (South) Ho, Minh Tri, Yonsei University, Korea (South) Kang, Hong-Goo, Yonsei University, Korea (South)

ASMSP-P8.9: AUDIO CLASSIFICATION OF THE CONTENT OF FOOD CONTAINERS AND DRINKING GLASSES

Donaher, Santiago, Queen Mary University of London, United Kingdom Xompero, Alessio, Queen Mary University of London, United Kingdom Cavallaro, Andrea, Queen Mary University of London, United Kingdom

ASMSP-P8.10: GENDER BIAS IN DEPRESSION DETECTION USING AUDIO FEATURES

Bailey, Andrew, University of Surrey, United Kingdom Plumbley, Mark D., University of Surrey, United Kingdom

Friday, 27 August, 13:30 - 16:30 ∘ Room 4
BISA-P2 - Biomedical image and signal analytics

BISA-P2.1: A NOVEL ALGORITHM FOR HEART RATE ESTIMATION BASED ON SYNCHROSQUEEZING TRANSFORM

Laurent, Nils, University Grenoble Alpes, France Meignen, Sylvain, University Grenoble Alpes, France Fontecave-Jallon, Julie, University Grenoble Alpes, France Rivet, Bertrand, University Grenoble Alpes, France

BISA-P2.2: AUTOMATIC MOTION ARTIFACT REMOVAL IN ECG WITH CANONICAL POLYADIC DECOMPOSITION

Lilienthal, Jannis, Technische Universität Dresden, Germany Dargie, Waltenegus, Technische Universität Dresden, Germany

BISA-P2.3: COMPARISON OF REFERENCE SENSOR TYPES AND POSITION FOR MOTION ARTIFACT REMOVAL IN ECG

Lilienthal, Jannis, Technische Universität Dresden, Germany Dargie, Waltenegus, Technische Universität Dresden, Germany

BISA-P2.4: HMM-BASED DETECTION OF HEAD NODS TO EVALUATE CONVERSATIONAL ENGAGEMENT FROM HEAD MOTION DATA

Artiran, Saygin, University of California, San Diego, United States Chukoskie, Leanne, University of California, San Diego, United States Jung, Ara, University of California, San Diego, United States Miller, Ian, University of California, San Diego, United States Cosman, Pamela, University of California, San Diego, United States

BISA-P2.5: MOTOR IMAGERY SIGNAL CLASSIFICATION USING CONSTANT-Q TRANSFORM FOR BCI APPLICATIONS

BALIM, MUSTAFA ALPER, BURSA TECHNICAL UNIVERSITY, Turkey HANİLÇİ, CEMAL, BURSA TECHNICAL UNIVERSITY, Turkey ACIR, NURETTIN, NATIONAL DEFENCE UNIVERSITY, Turkey

BISA-P2.6: A DEEP NEURAL CNN MODEL WITH CRF FOR BREAST MASS SEGMENTATION IN MAMMOGRAMS

Arora, Ridhi, Indian Institute of Technology Roorkee, India Raman, Balasubramanian, Indian Institute of Technology Roorkee, India

BISA-P2.7: MULTISCALE FRACTAL ANALYSIS ON EEG SIGNALS FOR MUSIC-INDUCED EMOTION RECOGNITION

Avramidis, Kleanthis, National Technical University of Athens, Greece Zlatintsi, Athanasia, National Technical University of Athens, Greece Garoufis, Christos, National Technical University of Athens, Greece Maragos, Petros, National Technical University of Athens, Greece

BISA-P2.8: UNSUPERVISED DETECTION OF ANOMALIES IN FETAL HEART RATE TRACINGS USING PHASE SPACE RECONSTRUCTION

Yang, Liu, Stony Brook University, United States Ajirak, Marzieh, Stony Brook University, United States Heiselman, Cassandra, Stony Brook University Hospital, United States Quirk, J. Gerald, Stony Brook University Hospital, United States Djurić, Petar M., Stony Brook University, United States

BISA-P2.9: FEW-SHOT DECODING OF BRAIN ACTIVATION MAPS

Bontonou, Myriam, Lab-STICC, IMT Atlantique, France Lioi, Giulia, Lab-STICC, IMT Atlantique, France Farrugia, Nicolas, Lab-STICC, IMT Atlantique, France Gripon, Vincent, Lab-STICC, IMT Atlantique, France

BISA-P2.10: CLASSIFICATION OF FETAL COMPROMISE DURING LABOUR: SIGNAL PROCESSING AND FEATURE ENGINEERING OF THE CARDIOTOCOGRAPH

O'Sullivan, Mark, University College Cork, Ireland Gabruseva, Tatiana, University College Cork, Ireland Boylan, Geraldine, University College Cork, Ireland O'Riordan, Mairead, University College Cork, Ireland Lightbody, Gordon, University College Cork, Ireland Marnane, William, University College Cork, Ireland

Friday, 27 August, 13:30 - 16:30 ∘ Room 5
SPCN-P1 - Signal Processing for Communications and Networks

SPCN-P1.1: ON PERFORMANCE CHARACTERIZATION OF CASCADED MULTIWIRE-PLC/MIMO-RF COMMUNICATION SYSTEM

Ai, Yun, Norwegian University of Science and Technology, Norway KONG, LONG, University of Luxembourg, Luxembourg Cheffena, Michael, Norwegian University of Science and Technology, Norway Chatzinotas, Symeon, University of Luxembourg, Luxembourg Ottersten, Björn, University of Luxembourg, Luxembourg

SPCN-P1.2: AN ANALYSIS FOR THE PERFORMANCE OF THE OFDM-IM SYSTEMS IMPAIRED BY CARRIER FREQUENCY OFFSET

SATWIKA, BHOGAVALLI, Indian Institute of Science-Bangalore, India Hari, K.V.S., Indian Institute of Science-Bangalore, India

SPCN-P1.3: SMOOTH NONNEGATIVE TENSOR FACTORIZATION FOR MULTI-SITES ELECTRICAL LOAD MONITORING

Durand, Amaury, Telecom Paris and EDF R&D, France Roueff, François, Telecom Paris, France Jicquel, Jean-Marc, EDF R&D, France Paul, Nicolas, EDF R&D, France

SPCN-P1.4: A NOVEL CHANGE DETECTION TECHNIQUE FOR OCCLUDED OBJECTS USING ULTRA-WIDEBAND RADAR

Chakravarty, Soumya, Tata Consultancy Services Limited, India Rani, Smriti, Tata Consultancy Services Limited, India Chowdhury, Arijit, Tata Consultancy Services Limited, India Chakravarty, Tapas, Tata Consultancy Services Limited, India Pal, Arpan, Tata Consultancy Services Limited, India

SPCN-P1.5: DESIGN AND IMPLEMENTATION OF A NOVEL MSK-BASED FREQUENCY-DOMAIN SWIPT MULTIPLEXING SCHEME

Gupta, Rahul, University of Cyprus, Cyprus Ntougias, Konstantinos, University of Cyprus, Cyprus Krikidis, Ioannis, University of Cyprus, Cyprus

SPCN-P1.6: HIGH DATA RATE NEAR-ULTRASONIC COMMUNICATION WITH CONSUMER DEVICES

Tabak, Gizem, University of Illinois at Urbana-Champaign, United States Lin, Xintian Eddie, Intel Corporation, United States Singer, Andrew, University of Illinois at Urbana-Champaign, United States

SPCN-P1.7: OODCN: OUT-OF-DISTRIBUTION DETECTION IN CAPSULE NETWORKS FOR FAULT IDENTIFICATION

Mitiche, Imene, Glasgow Caledonian University, United Kingdom Salimy, Alireza, Glasgow Caledonian University, United Kingdom Werner, Falk, Doble Engineering, United Kingdom Boreham, Philip, Doble Engineering, United Kingdom Nesbitt, Alan, Glasgow Caledonian University, United Kingdom Morison, Gordon, Glasgow Caledonian University, United Kingdom

SPCN-P1.8: ROBUST DEEP RESIDUAL SHRINKAGE NETWORKS FOR ONLINE FAULT CLASSIFICATION

Salimy, Alireza, Glasgow Caledonian University, United Kingdom Mitiche, Imene, Glasgow Caledonian University, United Kingdom Boreham, Philip, Doble Engineering, United Kingdom Nesbitt, Alan, Glasgow Caledonian University, United Kingdom Morison, Gordon, Glasgow Caledonian University, United Kingdom

SPCN-P1.9: SECRECY OUTAGE PROBABILITY ANALYSIS FOR DOWNLINK NOMA WITH IMPERFECT SIC AT UNTRUSTED USERS

Thapar, Sapna, Indian Institute of Technology Jammu, India Amin, Insha, Indian Institute of Technology Jammu, India Mishra, Deepak, University of New South Wales, Australia Saini, Ravikant, Indian Institute of Technology Jammu, India

SPCN-P1.10: AN OPEN-SOURCED TIME-FREQUENCY DOMAIN RF CLASSIFICATION FRAMEWORK

Badger, Robert, Indiana University, United States Jung, Kristopher, Indiana University, United States Kim, Minje, Indiana University, United States

Friday, 27 August, 13:30 - 16:30 ∘ Room 6
SiG-DML-P3 - Applications of machine learning:

SiG-DML-P3.1: LRG-NET: LIGHTWEIGHT RESIDUAL GRID NETWORK FOR MODELING ELECTRICAL INDUCTION MOTOR DYNAMICS

Yang, Hao-Hsiang, ASUS Intelligent Cloud Services, Taiwan Huang, Kuan-Chih, ASUS Intelligent Cloud Services, Taiwan Chen, Wei-Ting, National Taiwan University, Taiwan Kuo, Sy-Yen, National Taiwan University, Taiwan

SiG-DML-P3.2: HYBRID FEDERATED AND CENTRALIZED LEARNING

Elbir, Ahmet M, Koc University, Turkey Coleri, Sinem, Koc University, Turkey Mishra, Kumar Vijay, The United States Army Research Laboratory, United States

SiG-DML-P3.3: TRAINABLE PREPROCESSING FOR REDUCED PRECISION NEURAL NETWORKS

Csordás, Gábor, EPFL, Switzerland Denolf, Kristof, Xilinx, United States Fraser, Nicholas, Xilinx, Ireland Pappalardo, Alessandro, Xilinx, Ireland Vissers, Kees, Xilinx, United States

SiG-DML-P3.4: AUGMENTING RADAR DOPPLER RESOLUTION WITH NEURAL NETWORKS

Akhtar, Jabran, Norwegian Defence Research Establishment (FFI), Norway

SiG-DML-P3.5: CLUSTERING OF THE BLENDSHAPE FACIAL MODEL

Rackovic, Stevo, Instituto Superior Tecnico, Portugal Soares, Claudia, NOVA School of Science and Technology, Portugal Jakovetic, Dusan, Faculty of Sciences, University of Novi Sad, Serbia Desnica, Zoranka, Epic Games Company, Serbia Ljubobratovic, Relja, Epic Games Company, Serbia

SiG-DML-P3.6: PAZOE: CLASSIFYING TIME SERIES WITH FEW LABELS

Kamalov, Mikhail, Inria, France Boisbunon, Aurelie, MyDataModels, France Fanara, Carlo, MyDataModels, France Grenet, Ingrid, MyDataModels, France Daeden, Jonathan, MyDataModels, France

SiG-DML-P3.7: OPTIMIZATION OF ANTENNA ARRAY CONFIGURATION WITH A NEURAL NETWORK

Bialer, Oded, General Motors, Israel Garnett, Noa, General Motors, Israel

SiG-DML-P3.8: LEVERAGING END-TO-END DENOISERS FOR DENOISING PERIODIC SIGNALS

Rio, Jules, University of Lyon, France Alata, Olivier, University of Lyon, France Momey, Fabien, University of Lyon, France Ducottet, Christophe, University of Lyon, France

SiG-DML-P3.9: WAVEGLOVE: TRANSFORMER-BASED HAND GESTURE RECOGNITION USING MULTIPLE INERTIAL SENSORS

Králik, Matej, Comenius University, Slovakia Šuppa, Marek, Comenius University, Slovakia

SiG-DML-P3.10: RADAR TARGET DETECTION WITH CNN

yavuz, faruk, Aselsan, Turkey

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