Arne Leijon

According to our database1, Arne Leijon authored at least 46 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Bayesian analysis of Ecological Momentary Assessment (EMA) data collected in adults before and after hearing rehabilitation.
Frontiers Digit. Health, March, 2023

2018
Decorrelation of Neutral Vector Variables: Theory and Applications.
IEEE Trans. Neural Networks Learn. Syst., 2018

Statistical Speech Model Description with VMF Mixture Model.
CoRR, 2018

Kernel Density Estimation-Based Markov Models with Hidden State.
CoRR, 2018

2016
Variational Inference for Watson Mixture Model.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

2015
Line spectral frequencies modeling by a mixture of von Mises-Fisher distributions.
Signal Process., 2015

Variational Bayesian Matrix Factorization for Bounded Support Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

2014
Predictive Distribution of the Dirichlet Mixture Model by Local Variational Inference.
J. Signal Process. Syst., 2014

Separation of Unknown Number of Sources.
IEEE Signal Process. Lett., 2014

Bayesian estimation of Dirichlet mixture model with variational inference.
Pattern Recognit., 2014

Bayesian Estimation of the von-Mises Fisher Mixture Model with Variational Inference.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

2013
Continuous Hidden Markov Model for Pedestrian Activity Classification and Gait Analysis.
IEEE Trans. Instrum. Meas., 2013

Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization.
IEEE Trans. Speech Audio Process., 2013

Nonnegative HMM for Babble Noise Derived From Speech HMM: Application to Speech Enhancement.
IEEE Trans. Speech Audio Process., 2013

Vector quantization of LSF parameters with a mixture of dirichlet distributions.
IEEE Trans. Speech Audio Process., 2013

On Optimal Linear Filtering of Speech for Near-End Listening Enhancement.
IEEE Signal Process. Lett., 2013

Spectral Domain Speech Enhancement Using HMM State-Dependent Super-Gaussian Priors.
IEEE Signal Process. Lett., 2013

Low-artifact source separation using probabilistic latent component analysis.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Simultaneous noise classification and reduction using a priori learned models.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

On von-mises fisher mixture model in text-independent speaker identification.
Proceedings of the INTERSPEECH 2013, 2013

Dual-channel noise reduction based on a mixture of circular-symmetric complex Gaussians on unit hypersphere.
Proceedings of the IEEE International Conference on Acoustics, 2013

Prediction based filtering and smoothing to exploit temporal dependencies in NMF.
Proceedings of the IEEE International Conference on Acoustics, 2013

Gamma hidden Markov model as a probabilistic Nonnegative Matrix Factorization.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
A model-based collaborative filtering method for bounded support data.
Proceedings of the 3rd IEEE International Conference on Network Infrastructure and Digital Content, 2012

A variational Bayes approach to the underdetermined blind source separation with automatic determination of the number of sources.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Single channel speech enhancement using Bayesian NMF with recursive temporal updates of prior distributions.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Sparsity level in a non-negative matrix factorization based speech strategy in cochlear implants.
Proceedings of the 20th European Signal Processing Conference, 2012

An Investigation on Mutual Information for the Linear Predictive System and the Extrapolation of Speech Signals.
Proceedings of the 10th ITG Conference on Speech Communication, 2012

2011
Bayesian Estimation of Beta Mixture Models with Variational Inference.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

A new linear MMSE filter for single channel speech enhancement based on Nonnegative Matrix Factorization.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

Approximating the predictive distribution of the beta distribution with the local variational method.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Blind source separation of nondisjoint sources in the time-frequency domain with model-based determination of source contribution.
Proceedings of the 2011 IEEE International Symposium on Signal Processing and Information Technology, 2011

A new approach for speech enhancement based on a constrained Nonnegative Matrix Factorization.
Proceedings of the International Symposium on Intelligent Signal Processing and Communications Systems, 2011

Super-Dirichlet Mixture Models Using Differential Line Spectral Frequencies for Text-Independent Speaker Identification.
Proceedings of the INTERSPEECH 2011, 2011

2010
PDF-optimized LSF vector quantization based on beta mixture models.
Proceedings of the INTERSPEECH 2010, 2010

Modelling speech line spectral frequencies with dirichlet mixture models.
Proceedings of the INTERSPEECH 2010, 2010

Expectation propagation for estimating the parameters of the beta distribution.
Proceedings of the IEEE International Conference on Acoustics, 2010

Human skin color detection in RGB space with Bayesian estimation of beta mixture models.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Prediction of Speech Recognition in Cochlear Implant Users by Adapting Auditory Models to Psychophysical Data.
EURASIP J. Adv. Signal Process., 2009

Human audio-visual consonant recognition analyzed with three bimodal integration models.
Proceedings of the INTERSPEECH 2009, 2009

Beta mixture models and the application to image classification.
Proceedings of the International Conference on Image Processing, 2009

2008
Fast amplitude compression in hearing aids improves audibility but degrades speech information transmission.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Evaluation of signal enhancement algorithms for hearing instruments.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

A probabilistic principal component analysis based hidden Markov model for audio-visual speech recognition.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007
An information theoretic approach to predict speech intelligibility for listeners with normal and impaired hearing.
Proceedings of the INTERSPEECH 2007, 2007

2005
Spectro-temporal discrimination in cochlear implant users.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005


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