Statistical reconstruction and analysis of autoregressive signals in impulsive noise using the Gibbs sampler

No abstract is available for this paper.

• Publication year

  1998

• Venue

  IEEE Transactions on Speech and Audio Processing

• Publication date

  1998-07-01

• Fields of study

  Physics, Computer Science, Engineering

• Identifiers
  DOI 10.1109/89.701365
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Journal of the American Statistical Association is currently published by American Statistical Association.

  2007cited by this paper
• Digital audio restoration

  1998cited by this paper
• Bayesian Enhancement of Speech and Audio Signals which can be Modelled as ARMA Processes

  1997influential reference
• Bayesian approach to parameter estimation and interpolation of time-varying autoregressive processes using the Gibbs sampler

  1997cited by this paper
• Robust noise reduction for speech and audio signals

  1996cited by this paper
• Numerical Bayesian Methods Applied to Signal Processing

  1996cited by this paper
• Markov chain Monte Carlo in conditionally Gaussian state space models

  1996cited by this paper
• Signal processing with alpha-stable distributions and applications

  1995cited by this paper
• Markov chain concepts related to sampling algorithms

  1995cited by this paper
• Robust noise modelling with application to audio restoration

  1995cited by this paper
• The simulation smoother for time series models

  1995cited by this paper
• Adaptive robust impulse noise filtering

  1995cited by this paper
• A Bayesian approach to the restoration of degraded audio signals

  1995cited by this paper
• Partial non-Gaussian state space

  1994cited by this paper
• Markov Chains for Exploring Posterior Distributions

  1994cited by this paper
• Covariance structure of the Gibbs sampler with applications to the comparisons of estimators and augmentation schemes

  1994cited by this paper
• Simple conditions for the convergence of the Gibbs sampler and Metropolis-Hastings algorithms

  1994cited by this paper
• On Gibbs sampling for state space models

  1994influential reference
• Data Augmentation and Dynamic Linear Models

  1994influential reference
• BAYESIAN ANALYSIS OF AUTOREGRESSIVE TIME SERIES VIA THE GIBBS SAMPLER

  1994cited by this paper
• Interpolation of missing samples for audio restoration

  1994cited by this paper
• Bayesian Inference and Prediction for Mean and Variance Shifts in Autoregressive Time Series

  1993cited by this paper
• The restoration of degraded audio signals

  1993cited by this paper
• A Monte Carlo Approach to Nonnormal and Nonlinear State-Space Modeling

  1992influential reference
• A Bayesian approach to the detection and correction of error bursts in audio signals

  1992cited by this paper
• Tools for statistical inference

  1991cited by this paper
• Probability, frequency and reasonable expectation

  1990cited by this paper
• Detection and suppression of impulsive noise in speech communication systems

  1990influential reference
• Sampling-Based Approaches to Calculating Marginal Densities

  1990cited by this paper
• Statistical Characteristics of Ocean Acoustic Noise Processes

  1989cited by this paper
• On scale mixtures of normal distributions

  1987cited by this paper
• Separation of a Nonstationary Component from the EEG by a Nonlinear Digital Filter

  1986cited by this paper
• Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images

  1984cited by this paper
• Outlier Models and Prior Distributions in Bayesian Linear Regression

  1984cited by this paper
• A guide to simulation

  1983cited by this paper
• Spectral Analysis and Time Series

  1983cited by this paper
• Robust-resistant spectrum estimation

  1982cited by this paper
• A system for reducing impulsive noise on gramophone reproduction equipment

  1980cited by this paper
• Optimal Filtering

  1979cited by this paper
• Time Series Analysis: Forecasting and Control

  1978cited by this paper
• Data Analysis and Regression

  1978cited by this paper
• Linear prediction: A tutorial review

  1975cited by this paper
• A statistical analysis of telephone noise

  1974cited by this paper
• Scale Mixtures of Normal Distributions

  1974cited by this paper
• Bayesian inference in statistical analysis

  1973cited by this paper
• Distributions in Statistics: Continuous Multivariate Distributions

  1973cited by this paper
• Distributions in Statistics: Continuous Multivariate Distributions

  1971cited by this paper
• Automatic Detection of Impulse Noise

  1971cited by this paper
• Monte Carlo Sampling Methods Using Markov Chains and Their Applications

  1970cited by this paper
• An Optimal Nonlinear Detector for Digital Data Transmission Through Non-Gaussian Channels

  1966cited by this paper
• The Variation of Certain Speculative Prices

  1963cited by this paper
• Model of Impulsive Noise for Data Transmission

  1961cited by this paper
• Capacity of a burst-noise channel

  1960cited by this paper
• The Theory of Probability

  1922cited by this paper
• Diagnostics: A Comparative Review

  year unknowncited by this paper

• Year-Round Acoustic Presence of Beaked Whales (Ziphiidae) Far Offshore off Australia’s Northwest Shelf

  2025cites this paper
• Inference for Non-Gaussian Dynamical Models with Time-varying Skew

  2024cites this paper
• Inference for Variance-Gamma Driven Stochastic Systems

  2023cites this paper
• Point process simulation of generalised hyperbolic Lévy processes

  2023cites this paper
• Point process simulation of generalised inverse Gaussian processes and estimation of the Jaeger integral

  2021cites this paper
• Impulse noise reduction in audio signal through multi-stage technique

  2019cites this paper
• Variational Bayesian learning for removal of sparse impulsive noise from speech signals

  2018cites this paper
• Detection of impulsive disturbances in archive audio signals

  2017cites this paper
• New Semicausal and Noncausal Techniques for Detection of Impulsive Disturbances in Multivariate Signals With Audio Applications

  2017influential citation
• An unsupervised Bayesian approach for the joint reconstruction and classification of cutaneous reflectance confocal microscopy images

  2017influential citation
• Elimination of impulsive disturbances from stereo audio recordings

  2015cites this paper
• Research on Parameter Estimation Methods for Alpha Stable Noise in a Laser Gyroscope’s Random Error

  2015cites this paper
• Impulsive noise suppression in modern communication systems

  2015cites this paper
• Sparse vector autoregressive modeling of audio signals and its application to the elimination of impulsive disturbances

  2015cites this paper
• Advances in Audio Restoration

  2015cites this paper
• Localization of impulsive disturbances in audio signals using template matching

  2015cites this paper
• Bayesian sparse estimation of migrating targets for wideband radar

  2014cites this paper
• Localization of impulsive disturbances in archive audio signals using predictive matched filtering

  2014cites this paper
• Sparse Variational Bayesian Approximations for Nonlinear Inverse Problems: applications in nonlinear elastography

  2014cites this paper
• Elimination of impulsive disturbances from archive audio files – comparison of three noise pulse detection schemes

  2014cites this paper
• A dual protection scheme for impulsive noise suppression in OFDM systems

  2014cites this paper
• Bayesian high-dimensional screening via MCMC

  2014cites this paper
• Recursive Parametric Frequency/Spectrum Estimation for Nonstationary Signals With Impulsive Components Using Variable Forgetting Factor

  2013cites this paper
• Renovation of archive audio recordings using sparse autoregressive modeling and bidirectional processing

  2013cites this paper
• Elimination of Impulsive Disturbances From Archive Audio Signals Using Bidirectional Processing

  2013cites this paper
• USING SPARSE AUTOREGRESSIVE MODELING AND BIDIRECTIONAL PROCESSING

  2013cites this paper
• A new statistical modeling and detection method for rolling element bearing faults based on alpha–stable distribution

  2013cites this paper
• An application of Bayesian variable selection to spatial concurrent linear models

  2012cites this paper
• Statistical modeling and processing of high frequency ultrasound images: Application to dermatologic oncology. (Modélisation et traitement statistiques d'images d'ultrasons de haute fréquence. Application à l'oncologie dermatologique)

  2012cites this paper
• Estimating the Granularity Coefficient of a Potts-Markov Random Field Within a Markov Chain Monte Carlo Algorithm

  2012cites this paper
• Sparse representation of migrating targets in low PRF wideband radar

  2012cites this paper
• Statistical modeling and processing of high frequency ultrasound images: application to dermatologic oncology

  2012cites this paper
• Bayesian Restoration of Audio Signals Degraded by Impulsive Noise Modeled as Individual Pulses

  2012cites this paper
• State estimation of a shop floor using improved resampling rules for particle filtering

  2011cites this paper
• Virtual power plants for isolated and jointly operating electric power supply systems — Perspectives and challenges for Russia

  2011cites this paper
• Nonlinear unmixing of hyperspectral images using a generalized bilinear model

  2011cites this paper
• Consistency of Bayesian Linear Model Selection With a Growing Number of Parameters

  2011cites this paper
• Transient Noise Reduction Using Nonlocal Diffusion Filters

  2011cites this paper
• Robust Autoregression: Student-t Innovations Using Variational Bayes

  2011cites this paper
• Automatic Audio Defect Detection

  2010cites this paper
• Integrated Decision Making for Planning and control of Distributed manufacturing Enterprises using Dynamic-Data-Driven adaptive Multi-Scale simulations (DDDAMS)

  2010cites this paper
• A New Statistical Model for Rolling Element Bearing Fault Signals Based on Alpha-Stable Distribution

  2010cites this paper
• Bayesian oline detection of multiple change-points corrupted by multiplicative noise : application to SAR image edge detection

  2009influential citation
• Beamspace blind signal separation for speech enhancement

  2009cites this paper
• Bayesian separation of spectral sources under non-negativity and full additivity constraints

  2009cites this paper
• Hierarchical Bayesian Sparse Image Reconstruction With Application to MRFM

  2008cites this paper
• Semi-Supervised Linear Spectral Unmixing Using a Hierarchical Bayesian Model for Hyperspectral Imagery

  2008cites this paper
• Bayesian sparse image reconstruction . Application to MRFM

  2008cites this paper
• Perfect Sampling on Blind Receivers Fading Channel with Unknown Channel State Information

  2008cites this paper
• Joint segmentation of wind speed and direction using a hierarchical model

  2007cites this paper
• Joint Segmentation of Multivariate Astronomical Time Series: Bayesian Sampling With a Hierarchical Model

  2007cites this paper
• Increasing the depth of anesthesia assessment.

  2007cites this paper
• IncreasingDepth of Anesthesia Assessment Better Higher-Order Statistics with Generative Polyspectral Models

  2007cites this paper
• Docteur de l'Institut National Polytechnique de Toulouse

  2007cites this paper
• Modèles bayésiens hiérarchiques pour le traitement multi-capteur

  2007cites this paper
• An efficient model-based multirate method for reconstruction of audio signals across long gaps

  2006cites this paper
• Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach

  2006cites this paper
• Traitement statistique des distorsions non-linéaires pour la restauration des enregistrements sonores

  2006influential citation
• An Anthology of Probabilistic Models for Medical Informatics

  2005cites this paper
• Depth of anaesthesia assessment with generative polyspectral models

  2005cites this paper
• Model-based analysis of noisy musical recordings with application to audio restoration

  2004cites this paper
• Bayesian variable selection and regularization for time–frequency surface estimation

  2004cites this paper
• Bayesian off-line detection of multiple change-points corrupted by multiplicative noise: application to SAR image edge detection

  2003influential citation
• A Gabor regression scheme for audio signal analysis

  2003cites this paper
• Bayesian harmonic models for musical signal analysis

  2003cites this paper
• Variational Bayes for generalized autoregressive models

  2002cites this paper
• Bayesian harmonic models for musical pitch estimation and analysis

  2002cites this paper
• Perfect sampling for the wavelet reconstruction of signals

  2002cites this paper
• Classification of chirp signals using hierarchical Bayesian learning and MCMC methods

  2002cites this paper
• Maximum a Posteriori Sequence Estimation Using Monte Carlo Particle Filters

  2001cites this paper
• On the Relationship Between Markov chain Monte Carlo Methods for Model Uncertainty

  2001cites this paper
• Statistical Model-Based Approaches to Audio Restoration and Analysis

  2001influential citation
• Improvement Strategies for Monte Carlo Particle Filters

  2001influential citation
• Marginal MAP estimation using Markov chain Monte Carlo

  1999cites this paper
• Non-stationary Bayesian modelling and enhancement of speech signals

  1999cites this paper
• Parametric modeling and estimation of time-varying spectra

  1998cites this paper
• Comparing solution methodologies for speech enhancement within a Bayesian framework

  1998cites this paper
• MCMC methods for restoration of nonlinearly distorted autoregressive signals

  1998cites this paper
• The Continuous Latent Variable Modelling Formalism 2.1 Introduction and Historical Overview of Latent Variable Models

  year unknowncites this paper
• Dimensionality Reduction 4.1 Introduction 4.1.1 Classes of Dimensionality Reduction Problems

  year unknowncites this paper
• An impulsive noise filter for rail vibration measurements using a laser Doppler vibrometer on a moving platform

  year unknowncites this paper
• Chapter 2 The continuous latent variable modelling formalism

  year unknowncites this paper