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blind source separation

Blind source separation (BSS) is a signal processing technique that aims to separate multiple source signals from a set of mixed signals, without any prior knowledge about the sources or the mixing process. The goal is to recover the original source signals from the observed mixtures, typically using statistical and computational methods. BSS has applications in various fields such as audio signal processing, image processing, and telecommunications. It is used to extract useful information from mixed signals and to improve the quality of the source signals.

Papers

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Showing 101–150 of 211 papers

TitleStatusHype
Multi-Resolution Beta-Divergence NMF for Blind Spectral Unmixing—0
Multi-View Independent Component Analysis with Shared and Individual Sources—0
MultiView Independent Component Analysis with Delays—0
Neural Blind Source Separation and Diarization for Distant Speech Recognition—0
Neural Fast Full-Rank Spatial Covariance Analysis for Blind Source Separation—0
Noninvasive Fetal Electrocardiography: Models, Technologies and Algorithms—0
Nonnegative Matrix Factorization for identification of unknown number of sources emitting delayed signals—0
Non-parametric Bayesian Models of Response Function in Dynamic Image Sequences—0
Nonparametric Independent Component Analysis for the Sources with Mixed Spectra—0
On Cokriging, Neural Networks, and Spatial Blind Source Separation for Multivariate Spatial Prediction—0
One to Multiple Mapping Dual Learning: Learning Multiple Sources from One Mixed Signal—0
Ongoing EEG artifact correction using blind source separation—0
Online Self-Attentive Gated RNNs for Real-Time Speaker Separation—0
Online Similarity-and-Independence-Aware Beamformer for Low-latency Target Sound Extraction—0
Parameter Estimation of Mixed Gaussian-Impulsive Noise: An U-net++ Based Method—0
Phase transitions and sample complexity in Bayes-optimal matrix factorization—0
Photonic Interference Cancellation with Hybrid Free Space Optical Communication and MIMO Receiver—0
PRIME: Blind Multispectral Unmixing Using Virtual Quantum Prism and Convex Geometry—0
Provably robust blind source separation of linear-quadratic near-separable mixtures—0
Quaternion Non-negative Matrix Factorization: definition, uniqueness and algorithm—0
Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks—0
Respiratory Sound Classification Using Long-Short Term Memory—0
Robust Blind Source Separation by Soft Decision-Directed Non-Unitary Joint Diagonalization—0
Robust Heart Rate Measurement From Video Using Select Random Patches—0
Robust Pulse Rate From Chrominance-Based rPPG—0
Robust Sparse Blind Source Separation—0
Semi-blind Source Separation via Sparse Representations and Online Dictionary Learning—0
S\'eparation de sources doublement non stationnaire—0
Sequence to Point Learning Based on Bidirectional Dilated Residual Network for Non Intrusive Load Monitoring—0
Signal Aggregate Constraints in Additive Factorial HMMs, with Application to Energy Disaggregation—0
Signals as Parametric Curves: Application to Independent Component Analysis and Blind Source Separation—0
Single microphone speaker extraction using unified time-frequency Siamese-Unet—0
Singular Sturm-Liouville Problems with Zero Potential (q=0) and Singular Slow Feature Analysis—0
Source Identification: A Self-Supervision Task for Dense Prediction—0
Sparse component separation from Poisson measurements—0
Spatial Loss for Unsupervised Multi-channel Source Separation—0
Spatially Informed Independent Vector Analysis—0
Spatial Speech Translation: Translating Across Space With Binaural Hearables—0
Spatio-temporal Dynamics of Intrinsic Networks in Functional Magnetic Imaging Data Using Recurrent Neural Networks—0
Speech Artifact Removal from EEG Recordings of Spoken Word Production with Tensor Decomposition—0
Strongly-Typed Agents are Guaranteed to Interact Safely—0
Sub-Nyquist Sampling with Optical Pulses for Photonic Blind Source Separation—0
Subtask Gated Networks for Non-Intrusive Load Monitoring—0
Successive Nonnegative Projection Algorithm for Robust Nonnegative Blind Source Separation—0
Switching Independent Vector Analysis and Its Extension to Blind and Spatially Guided Convolutional Beamforming Algorithms—0
Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches—0
Temporally Nonstationary Component Analysis; Application to Noninvasive Fetal Electrocardiogram Extraction—0
Tensor Decompositions: A New Concept in Brain Data Analysis?—0
The Infinite Factorial Hidden Markov Model—0
Time Series Source Separation with Slow Flows—0
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