yusuke1997/dblp-id-title huggingface dataset:
Blind Spatial Multiplexing Using Order Statistics for Time-Varying Channels
Double Sparsity: Towards Blind Estimation of Multiple Channels
Under-Determined Reverberant Audio Source Separation Using Local Observed Covariance and Auditory-Motivated Time-Frequency Representation
Reliability in ICA-Based Text Classification
An Application of ICA to Identify Vibratory Low-Level Signals Generated by Termites
Blind Signal Separation on Real Data: Tracking and Implementation
A Canonical Genetic Algorithm for Blind Inversion of Linear Channels
Multiple Instrument Mixtures Source Separation Evaluation Using Instrument-Dependent NMF Models
Compression of Multicomponent Satellite Images Using Independent Components Analysis
Probabilistic Latent Tensor Factorization
Speech Separation via Parallel Factor Analysis of Cross-Frequency Covariance Tensor
Noise Adjusted PCA for Finding the Subspace of Evoked Dependent Signals from MEG Data
Joint Eigenvalue Decomposition Using Polar Matrix Factorization
Orthogonally-Constrained Extraction of Independent Non-Gaussian Component from Non-Gaussian Background Without ICA
Optimization on the Orthogonal Group for Independent Component Analysis
Blind Signal Deconvolution as an Instantaneous Blind Separation of Statistically Dependent Sources
An Independent Component Ordering and Selection Procedure Based on the MSE Criterion
Common SpatioTemporal Pattern Analysis
Accurate, Fast and Stable Denoising Source Separation Algorithms
Decomposition of Synthetic Multi-channel Surface-Electromyogram Using Independent Component Analysis
Joint Diagonalization of Several Scatter Matrices for ICA
Nonnegative Matrix Factorization via Generalized Product Rule and Its Application for Classification
Semi-blind Equalization of Wireless MIMO Frequency Selective Communication Channels
Constrained Complex-Valued ICA without Permutation Ambiguity Based on Negentropy Maximization
Block-Decoupling Multivariate Polynomials Using the Tensor Block-Term Decomposition
Improving GRNNs in CAD Systems
Optimization Issues in Noisy Gaussian ICA
Improving Relative Transfer Function Estimates Using Second-Order Cone Programming
Markovian Source Separation in Post-nonlinear Mixtures
Approximate Joint Diagonalization According to the Natural Riemannian Distance
The Use of ICA in Speckle Noise
Monaural Source Separation Using Spectral Cues
A Local Model of Relative Transfer Functions Involving Sparsity
Underdetermined Blind Separation of Convolutive Mixtures of Speech with Directivity Pattern Based Mask and ICA
Average Convergence Behavior of the FastICA Algorithm for Blind Source Separation
Sensitivity of Joint Approximate Diagonalization in FD BSS
Probabilistic Sparse Non-negative Matrix Factorization
A Robust Method to Count and Locate Audio Sources in a Stereophonic Linear Instantaneous Mixture
Sound Recognition in Mixtures
Stable Higher-Order Recurrent Neural Network Structures for Nonlinear Blind Source Separation
Soft-LOST: EM on a Mixture of Oriented Lines
Independent Slow Feature Analysis and Nonlinear Blind Source Separation
Delayed AMUSE - A Tool for Blind Source Separation and Denoising
A Two-Stage Based Approach for Extracting Periodic Signals
Nonlinear PCA/ICA for the Structure from Motion Problem
Information-Theoretic Nonstationary Source Separation
Nonlinear Sparse Component Analysis with a Reference: Variable Selection in Genomics and Proteomics
Revisiting Synthesis Model in Sparse Audio Declipper
An Algebraic Method for Approximate Rank One Factorization of Rank Deficient Matrices
Separation of Sparse Signals in Overdetermined Linear-Quadratic Mixtures
Temporally-Constrained Convolutive Probabilistic Latent Component Analysis for Multi-pitch Detection
An Alternating Minimization Method for Sparse Channel Estimation
A New Source Extraction Algorithm for Cyclostationary Sources
A General Framework for Online Audio Source Separation
Perception of Transformation-Invariance in the Visual Pathway
Sketching for Nearfield Acoustic Imaging of Heavy-Tailed Sources
The InfoMin Principle for ICA and Topographic Mappings
On Connection between the Convolutive and Ordinary Nonnegative Matrix Factorizations
Monoaural Audio Source Separation Using Deep Convolutional Neural Networks
System Identification in the Behavioral Setting - A Structured Low-Rank Approximation Approach
Specific Circumstances on the Ability of Linguistic Feature Extraction Based on Context Preprocessing by ICA
Multichannel Audio Source Separation Exploiting NMF-Based Generic Source Spectral Model in Gaussian Modeling Framework
QML Blind Deconvolution: Asymptotic Analysis
Caveats with Stochastic Gradient and Maximum Likelihood Based ICA for EEG
Causal Discovery for Linear Non-Gaussian Acyclic Models in the Presence of Latent Gaussian Confounders
An Audio-Video Based IVA Algorithm for Source Separation and Evaluation on the AV16.3 Corpus
Adaptive Denoising Autoencoders: A Fine-Tuning Scheme to Learn from Test Mixtures
Text Clustering on Latent Thematic Spaces: Variants, Strengths and Weaknesses
Perceptual Evaluation of Blind Source Separation in Object-Based Audio Production
Blind Partial Separation of Instantaneous Mixtures of Sources
Complex Extension of Infinite Sparse Factor Analysis for Blind Speech Separation
BSS, Classification and Pixel Demixing
ICA and Binary-Mask-Based Blind Source Separation with Small Directional Microphones
Discovering Convolutive Speech Phones Using Sparseness and Non-negativity
Adaptive Underdetermined ICA for Handling an Unknown Number of Sources
An Easily Computable Eight Times Overcomplete ICA Method for Image Data
Batch Mutually Referenced Separation Algorithm for MIMO Convolutive Mixtures
Collaborative Filtering via Group-Structured Dictionary Learning
Crystal-MUSIC: Accurate Localization of Multiple Sources in Diffuse Noise Environments Using Crystal-Shaped Microphone Arrays
Identifiability, Subspace Selection and Noisy ICA
An Extended Maximum Likelihood Approach for the Robust Blind Separation of Autocorrelated Images from Noisy Mixtures
Automatic Rank Determination in Projective Nonnegative Matrix Factorization
Two Time-Frequency Ratio-Based Blind Source Separation Methods for Time-Delayed Mixtures
Comparison of ICA Algorithms for the Isolation of Biological Artifacts in Magnetoencephalography
Optimal Joint Diagonalization of Complex Symmetric Third-Order Tensors. Application to Separation of Non Circular Signals
Blind Source Separation of Cardiac Murmurs from Heart Recordings
Dependent Component Analysis for Cosmology: A Case Study
Convolutive Acoustic Mixtures Approximation to an Instantaneous Model Using a Stereo Boundary Microphone Configuration
Conjugate Gamma Markov Random Fields for Modelling Nonstationary Sources
Quadratic MIMO Contrast Functions for Blind Source Separation in a Convolutive Context
Accelerated Dictionary Learning for Sparse Signal Representation
A Novel Dimension Reduction Procedure for Searching Non-Gaussian Subspaces
Second and Higher-Order Correlation Analysis of Multiple Multidimensional Variables by Joint Diagonalization
Consistent Wiener Filtering: Generalized Time-Frequency Masking Respecting Spectrogram Consistency
A Non-negative Approach to Language Informed Speech Separation
Generating Talking Face Landmarks from Speech
Automatic De-noising of Doppler Ultrasound Signals Using Matching Pursuit Method
A Robust Complex FastICA Algorithm Using the Huber M-Estimator Cost Function
A General Modular Framework for Audio Source Separation
Accelerating Likelihood Optimization for ICA on Real Signals
A Canonical Correlation Analysis Based Method for Improving BSS of Two Related Data Sets
Independent Component Analysis of Time/Position Varying Mixtures
Multilinear (Tensor) ICA and Dimensionality Reduction
Compressed Sensing and Source Separation
Facial Expression Recognition by ICA with Selective Prior
An On-Line NMF Model for Temporal Pattern Learning: Theory with Application to Automatic Speech Recognition
ICA Model Applied to Multichannel Non-destructive Evaluation by Impact-Echo
A Frequency-Domain Normalized Multichannel Blind Deconvolution Algorithm for Acoustical Signals
Efficient Optimization of the Adaptive ICA Function with Estimating the Number of Non-Gaussian Sources
Optimal Sparse Representations for Blind Deconvolution of Images
BSS with Corrupted Data in Transformed Domains
Decomposition of EEG Signals for Multichannel Neural Activity Analysis in Animal Experiments
Distributional Convergence of Subspace Estimates in FastICA: A Bootstrap Study
Joint Independent Subspace Analysis: A Quasi-Newton Algorithm
Derivation of Atrial Surface Reentries Applying ICA to the Standard Electrocardiogram of Patients in Postoperative Atrial Fibrillation
Separating a Real-Life Nonlinear Mixture of Images
Non-stationary t -Distribution Prior for Image Source Separation from Blurred Observations
Second-Order Blind Identification of Underdetermined Mixtures
Solving the Permutation Problem in Convolutive Blind Source Separation
Model Structure Selection in Convolutive Mixtures
Static and Dynamic Modeling of Absence Epileptic Seizures Using Depth Recordings
Nesterov's Iterations for NMF-Based Supervised Classification of Texture Patterns
Audio Zoom for Smartphones Based on Multiple Adaptive Beamformers
Acceleration of Perfusion MRI Using Locally Low-Rank Plus Sparse Model
Denoising Using Local ICA and a Generalized Eigendecomposition with Time-Delayed Signals
Image Completion with Nonnegative Matrix Factorization Under Separability Assumption
Probabilistic Geometric Approach to Blind Separation of Time-Varying Mixtures
Learning Fast Dictionaries for Sparse Representations Using Low-Rank Tensor Decompositions
On the FIR Inversion of an Acoustical Convolutive Mixing System: Properties and Limitations
High-Resolution Subspace-Based Methods: Eigenvalue- or Eigenvector-Based Estimation?
Curve Registered Coupled Low Rank Factorization
On Revealing Replicating Structures in Multiway Data: A Novel Tensor Decomposition Approach
Audiovisual Speech Separation Based on Independent Vector Analysis Using a Visual Voice Activity Detector
Adaptive Robust Super-exponential Algorithms for Deflationary Blind Equalization of Instantaneous Mixtures
Improved Perceptual Metrics for the Evaluation of Audio Source Separation
Bayesian Estimation of Overcomplete Independent Feature Subspaces for Natural Images
Improving Reverberant Speech Separation with Binaural Cues Using Temporal Context and Convolutional Neural Networks
Second-Order Source Separation Based on Prior Knowledge Realized in a Graph Model
Image Similarity Based on Hierarchies of ICA Mixtures
Detection by SNR Maximization: Application to the Blind Source Separation Problem
Blind Separation of Nonstationary Sources by Spectral Decorrelation
On Coefficient Delay in Natural Gradient Blind Deconvolution and Source Separation Algorithms
MEG/EEG Source Localization Using Spatio-temporal Sparse Representations
On Disjoint Component Analysis
Adaptation of a Gaussian Mixture Regressor to a New Input Distribution: Extending the C-GMR Framework
Separation of Convolutive Mixtures of Cyclostationary Sources: A Contrast Function Based Approach
Under-Determined Source Separation: Comparison of Two Approaches Based on Sparse Decompositions
Blind Matrix Decomposition Techniques to Identify Marker Genes from Microarrays
Identifiability Conditions and Subspace Clustering in Sparse BSS
Spatial Filtering of EEG Signals to Identify Periodic Brain Activity Patterns
ICA in Boolean XOR Mixtures
Blind Separation of Spatio-temporal Data Sources
Speeding Up FastICA by Mixture Random Pruning
An Algebraic Non Orthogonal Joint Block Diagonalization Algorithm for Blind Separation of Convolutive Mixtures of Sources
Kernel Principal Components Are Maximum Entropy Projections
Tree-Dependent and Topographic Independent Component Analysis for fMRI Analysis
Penalty Function Approach for Constrained Convolutive Blind Source Separation
Super-exponential Methods Incorporated with Higher-Order Correlations for Deflationary Blind Equalization of MIMO Linear Systems
An Iterative Blind Source Separation Method for Convolutive Mixtures of Images
Fast Disentanglement-Based Blind Quantum Source Separation and Process Tomography: A Closed-Form Solution Using a Feedback Classical Adapting Structure
Plugging an Histogram-Based Contrast Function on a Genetic Algorithm for Solving PostNonLinear-BSS
Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization
On the Separation Performance of the Strong Uncorrelating Transformation When Applied to Generalized Covariance and Pseudo-covariance Matrices
Noisy Independent Component Analysis as a Method of Rotating the Factor Scores
Towards Individualized Spatial Audio via Latent Variable Modeling
A Block-Jacobi Algorithm for Non-Symmetric Joint Diagonalization of Matrices
Application of Independent Component Analysis to Tumor Transcriptomes Reveals Specific and Reproducible Immune-Related Signals
ICA Based Semi-supervised Learning Algorithm for BCI Systems
Framework of Constrained Matrix Gradient Flows
Fast Nonnegative Matrix Factorization and Completion Using Nesterov Iterations
Simultaneous Extraction of Signal Using Algorithms Based on the Nonstationarity
Blind Maximum Likelihood Separation of a Linear-Quadratic Mixture
Blind Separation of Cyclostationary Sources Using Joint Block Approximate Diagonalization
Modeling Perceptual Similarity of Audio Signals for Blind Source Separation Evaluation
Acoustic DoA Estimation by One Unsophisticated Sensor
Component-Adaptive Priors for NMF
On Computation of Approximate Joint Block-Diagonalization Using Ordinary AJD
Psychophysical Evaluation of Audio Source Separation Methods
Multi-modal ICA Exemplified on Simultaneously Measured MEG and EEG Data
Signal Separation by Integrating Adaptive Beamforming with Blind Deconvolution
Jointly Detecting and Separating Singing Voice: A Multi-Task Approach
Blind Vector Deconvolution: Convolutive Mixture Models in Short-Time Fourier Transform Domain
Deep Karaoke: Extracting Vocals from Musical Mixtures Using a Convolutional Deep Neural Network
Bayesian Non-negative Matrix Factorization with Learned Temporal Smoothness Priors
Linear Prediction Based Blind Source Extraction Algorithms in Practical Applications
Minimum Support ICA Using Order Statistics. Part I: Quasi-range Based Support Estimation
A Gaussian Mixture Based Maximization of Mutual Information for Supervised Feature Extraction
Non-negative Hidden Markov Modeling of Audio with Application to Source Separation
Smooth Component Analysis as Ensemble Method for Prediction Improvement
Robust Second-Order Source Separation Identifies Experimental Responses in Biomedical Imaging
Estimator for Number of Sources Using Minimum Description Length Criterion for Blind Sparse Source Mixtures
Layered Space Frequency Equalisation for MIMO-MC-CDMA Systems in Frequency Selective Fading Channels
A Probability-Based Combination Method for Unsupervised Clustering with Application to Blind Source Separation
SMALLbox - An Evaluation Framework for Sparse Representations and Dictionary Learning Algorithms
Time-Domain Blind Audio Source Separation Method Producing Separating Filters of Generalized Feedforward Structure
Classifying Healthy Children and Children with Attention Deficit through Features Derived from Sparse and Nonnegative Tensor Factorization Using Event-Related Potential
To Infinity and Beyond: On ICA over Hilbert Spaces
BSS for Series of Electron Energy Loss Spectra
Modeling Parallel Wiener-Hammerstein Systems Using Tensor Decomposition of Volterra Kernels
Cross-Entropy Optimization for Independent Process Analysis
Fixed-Point Complex ICA Algorithms for the Blind Separation of Sources Using Their Real or Imaginary Components
Acoustic Source Localization by Combination of Supervised Direction-of-Arrival Estimation with Disjoint Component Analysis
Blind MIMO Identification Using the Second Characteristic Function
Split Gradient Method for Informed Non-negative Matrix Factorization
Gradient Convolution Kernel Compensation Applied to Surface Electromyograms
Higher-Order Block Term Decomposition for Spatially Folded fMRI Data
Blind Separation of Mixtures of Piecewise AR(1) Processes and Model Mismatch
Feature Selection in Weakly Coherent Matrices
Second Order Subspace Analysis and Simple Decompositions
Contrast Functions for Independent Subspace Analysis
Joint Decompositions with Flexible Couplings
Blind Separation of Underwater Acoustic Signals
Estimating the Number of Endmembers to Use in Spectral Unmixing of Hyperspectral Data with Collaborative Sparsity
Multidimensional ICA for the Separation of Atrial and Ventricular Activities from Single Lead ECGs in Paroxysmal Atrial Fibrillation Episodes
Theoretical Studies and Algorithms Regarding the Solution of Non-invertible Nonlinear Source Separation
Source Analysis and Selection Using Block Term Decomposition in Atrial Fibrillation
Efficient Separation of Convolutive Image Mixtures
On the Estimation of the Mixing Matrix for Underdetermined Blind Source Separation in an Arbitrary Number of Dimensions
Analysis of Feasible Solutions of the ICA Problem Under the One-Bit-Matching Condition
ICA Separability of Nonlinear Models with References: General Properties and Application to Heisenberg-Coupled Quantum States (Qubits)
Latent Variable Analysis and Signal Separation - 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2-5, 2018, Proceedings
Multivariate Scale Mixture of Gaussians Modeling
Joint Block Diagonalization Algorithms for Optimal Separation of Multidimensional Components
A Grassmann-Rayleigh Quotient Iteration for Dimensionality Reduction in ICA
On the Relationships Between Power Iteration, Inverse Iteration and FastICA
Decomposition-Based Compression of Ultrasound Raw-Data
Blind Estimation of Row Relative Degree Via Constrained Mutual Information Minimization
Semi-nonnegative Independent Component Analysis: The (3, 4)-SENICA exp Method
An Experimental Evaluation of Wiener Filter Smoothing Techniques Applied to Under-Determined Audio Source Separation
Using Taylor Series Expansions and Second-Order Statistics for Blind Source Separation in Post-Nonlinear Mixtures
Blind Extraction of the Sparsest Component
An Affine Equivariant Robust Second-Order BSS Method
A Novel Method to Recover N Sources from N-1 Observations and Its Application to Digital Communications
Decoupling Multivariate Functions Using Second-Order Information and Tensors
Sensor Array and Electrode Selection for Non-invasive Fetal Electrocardiogram Extraction by Independent Component Analysis
Singing Voice Separation Using RPCA with Weighted l_1 -norm
Audio Imputation Using the Non-negative Hidden Markov Model
Independent Component Analysis of Pulse Oximetry Signals Based on Derivative Skew
Blind Separation of Heavy-Tailed Signals Using Normalized Statistics
Extraction of Atrial Activity from the ECG by Spectrally Constrained ICA Based on Kurtosis Sign
Channel Estimation for O-STBC MISO Systems Using Fourth-Order Cross-Cumulants
Blind Speech Extraction Combining Generalized MMSE STSA Estimator and ICA-Based Noise and Speech Probability Density Function Estimations
The 2011 Signal Separation Evaluation Campaign (SiSEC2011): - Audio Source Separation -
Probit Latent Variables Estimation for a Gaussian Process Classifier: Application to the Detection of High-Voltage Spindles
Learning Coupled Embedding Using MultiView Diffusion Maps
Riemannian Geometry Applied to BCI Classification
Blind Signal Separation by Synchronized Joint Diagonalization
Blind Deconvolution of Close-to-Orthogonal Pulse Sources Applied to Surface Electromyograms
Discriminative Enhancement for Single Channel Audio Source Separation Using Deep Neural Networks
Blind Separation of Quantum States: Estimating Two Qubits from an Isotropic Heisenberg Spin Coupling Model
Dictionary Learning with Large Step Gradient Descent for Sparse Representations
Blind Deconvolution Using the Relative Newton Method
Use of Prior Knowledge in a Non-Gaussian Method for Learning Linear Structural Equation Models
A New Performance Index for ICA: Properties, Computation and Asymptotic Analysis
Partitioned Factor Analysis for Interference Suppression and Source Extraction
Comparison of BSS Methods for the Detection of alpha -Activity Components in EEG
On the Use of Latent Mixing Filters in Audio Source Separation
A Model for Analyzing Dependencies Between Two ICA Features in Natural Images
On Calculating the Inverse of Separation Matrix in Frequency-Domain Blind Source Separation
Robustness of Prewhitening Against Heavy-Tailed Sources
Adaptive Segmentation and Separation of Determined Convolutive Mixtures under Dynamic Conditions
Real-Time Speech Separation by Semi-supervised Nonnegative Matrix Factorization
Wavelet Domain Blind Signal Separation to Analyze Supraventricular Arrhythmias from Holter Registers
Strong Sub- and Super-Gaussianity
A New Auditory-Based Index to Evaluate the Blind Separation Performance of Acoustic Mixtures
Non-negative Matrix Factorization Approach to Blind Image Deconvolution
DOA Detection from HOS by FOD Beamforming and Joint-Process Estimation
Blind Audio Source Separation Based on Independent Component Analysis
On Shift-Invariant Sparse Coding
A Polynomial Dictionary Learning Method for Acoustic Impulse Response Modeling
Morphological Diversity and Sparsity in Blind Source Separation
Stochastic and Deterministic Tensorization for Blind Signal Separation
Blind Deconvolution with Sparse Priors on the Deconvolution Filters
Estimating the Spatial Position of Spectral Components in Audio
Low-Latency Instrument Separation in Polyphonic Audio Using Timbre Models
Image Compression by Redundancy Reduction
On the Minimum l 1 -Norm Signal Recovery in Underdetermined Source Separation
Extraction of Gastric Electrical Response Activity from Magnetogastrographic Recordings by DCA
3D Spatial Analysis of fMRI Data on a Word Perception Task
Separation of Periodically Time-Varying Mixtures Using Second-Order Statistics
An Overview of Blind Source Separation Methods for Linear-Quadratic and Post-nonlinear Mixtures
Denoising Mammographic Images Using ICA
Improving Deep Neural Network Based Speech Enhancement in Low SNR Environments
Nonlinear Band Expansion and 3D Nonnegative Tensor Factorization for Blind Decomposition of Magnetic Resonance Image of the Brain
Some Gradient Based Joint Diagonalization Methods for ICA
On the Performance of a HOS-Based ICA Algorithm in BSS of Acoustic Emission Signals
Source Separation of Astrophysical Ice Mixtures
Source Separation, Dereverberation and Noise Reduction Using LCMV Beamformer and Postfilter
HOS Based Distinctive Features for Preliminary Signal Classification
Bayesian Blind Source Separation with Unknown Prior Covariance
Temporal Decorrelation as Preprocessing for Linear and Post-nonlinear ICA
Recursive Generalized Eigendecomposition for Independent Component Analysis
Independent Component Analysis and Signal Separation, 7th International Conference, ICA 2007, London, UK, September 9-12, 2007
Blind Calibration of Mobile Sensors Using Informed Nonnegative Matrix Factorization
Some Rank Conditions for the Identifiability of the Sparse Paralind Model
Super-Gaussian Mixture Source Model for ICA
Shifted Independent Component Analysis
Copula Component Analysis
An Overview of the Asymptotic Performance of the Family of the FastICA Algorithms
Training Strategies for Deep Latent Models and Applications to Speech Presence Probability Estimation
Relative Transfer Function Estimation from Speech Keywords
A Batch Algorithm for Blind Source Separation of Acoustic Signals Using ICA and Time-Frequency Masking
Non Unitary Joint Block Diagonalization of Complex Matrices Using a Gradient Approach
A Comparison of Linear ICA and Local Linear ICA for Mutual Information Based Feature Ranking
The Complex Version of the Minimum Support Criterion
Cramér-Rao Bound for Circular Complex Independent Component Analysis
Blind Source Separation of Post-nonlinear Mixtures Using Evolutionary Computation and Order Statistics
Enhanced Tensor Based Semi-blind Estimation Algorithm for Relay-Assisted MIMO Systems
A Method for Filter Equalization in Convolutive Blind Source Separation
Analysis of Source Sparsity and Recoverability for SCA Based Blind Source Separation
Independent Phase Analysis: Separating Phase-Locked Subspaces