Arne Leijon

49 papers A 6B 1Misc 5Journal 22Unranked 15
YearRankTypeTitle / Venue / Authors
2023 J jnl
Bayesian analysis of Ecological Momentary Assessment (EMA) data collected in adults before and after hearing rehabilitation.
Frontiers Digit. Health
Arne Leijon, Petra von Gablenz, Inga Holube, Jalil Taghia, Karolina Smeds
2018 J jnl
Decorrelation of Neutral Vector Variables: Theory and Applications.
IEEE Trans. Neural Networks Learn. Syst.
Zhanyu Ma, Jing-Hao Xue, Arne Leijon, Zheng-Hua Tan, Zhen Yang, Jun Guo
2018 J jnl
Kernel Density Estimation-Based Markov Models with Hidden State.
CoRR
Gustav Eje Henter, Arne Leijon, W. Bastiaan Kleijn
2018 J jnl
Statistical Speech Model Description with VMF Mixture Model.
CoRR
Zhanyu Ma, Arne Leijon
2017 J jnl
Decorrelation of Neutral Vector Variables: Theory and Applications.
CoRR
Zhanyu Ma, Jing-Hao Xue, Arne Leijon, Zheng-Hua Tan, Zhen Yang, Jun Guo
2017 J jnl
Nonnegative HMM for Babble Noise Derived from Speech HMM: Application to Speech Enhancement.
CoRR
Nasser Mohammadiha, Arne Leijon
2017 J jnl
Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization.
CoRR
Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
2016 J jnl
Variational Inference for Watson Mixture Model.
IEEE Trans. Pattern Anal. Mach. Intell.
Jalil Taghia, Arne Leijon
2015 J jnl
Line spectral frequencies modeling by a mixture of von Mises-Fisher distributions.
Signal Process.
Zhanyu Ma, Jalil Taghia, W. Bastiaan Kleijn, Arne Leijon, Jun Guo
2015 J jnl
Variational Bayesian Matrix Factorization for Bounded Support Data.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhanyu Ma, Andrew E. Teschendorff, Arne Leijon, Yuanyuan Qiao, Honggang Zhang, Jun Guo
2014 J jnl
Bayesian Estimation of the von-Mises Fisher Mixture Model with Variational Inference.
IEEE Trans. Pattern Anal. Mach. Intell.
Jalil Taghia, Zhanyu Ma, Arne Leijon
2014 J jnl
Bayesian estimation of Dirichlet mixture model with variational inference.
Pattern Recognit.
Zhanyu Ma, Pravin Kumar Rana, Jalil Taghia, Markus Flierl, Arne Leijon
2014 J jnl
Predictive Distribution of the Dirichlet Mixture Model by Local Variational Inference.
J. Signal Process. Syst.
Zhanyu Ma, Arne Leijon, Zheng-Hua Tan, Sheng Gao
2014 J jnl
Separation of Unknown Number of Sources.
IEEE Signal Process. Lett.
Jalil Taghia, Arne Leijon
2013 J jnl
Continuous Hidden Markov Model for Pedestrian Activity Classification and Gait Analysis.
IEEE Trans. Instrum. Meas.
Ghazaleh Panahandeh, Nasser Mohammadiha, Arne Leijon, Peter Handel
2013 Misc conf
Dual-channel noise reduction based on a mixture of circular-symmetric complex Gaussians on unit hypersphere.
ICASSP
Jalal Taghia, Rainer Martin, Jalil Taghia, Arne Leijon
2013 — conf
Gamma hidden Markov model as a probabilistic Nonnegative Matrix Factorization.
EUSIPCO
Nasser Mohammadiha, W. Bastiaan Kleijn, Arne Leijon
2013 — conf
Low-artifact source separation using probabilistic latent component analysis.
WASPAA
Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
2013 J jnl
Nonnegative HMM for Babble Noise Derived From Speech HMM: Application to Speech Enhancement.
IEEE Trans. Speech Audio Process.
Nasser Mohammadiha, Arne Leijon
2013 J jnl
On Optimal Linear Filtering of Speech for Near-End Listening Enhancement.
IEEE Signal Process. Lett.
Cees H. Taal, Jesper Jensen, Arne Leijon
2013 A conf
On von-mises fisher mixture model in text-independent speaker identification.
INTERSPEECH
Jalil Taghia, Zhanyu Ma, Arne Leijon
2013 Misc conf
Prediction based filtering and smoothing to exploit temporal dependencies in NMF.
ICASSP
Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
2013 — conf
Simultaneous noise classification and reduction using a priori learned models.
MLSP
Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
2013 J jnl
Spectral Domain Speech Enhancement Using HMM State-Dependent Super-Gaussian Priors.
IEEE Signal Process. Lett.
Nasser Mohammadiha, Rainer Martin, Arne Leijon
2013 J jnl
Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization.
IEEE Trans. Speech Audio Process.
Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
2013 J jnl
Vector quantization of LSF parameters with a mixture of dirichlet distributions.
IEEE Trans. Speech Audio Process.
Zhanyu Ma, Arne Leijon, W. Bastiaan Kleijn
2012 — conf
A model-based collaborative filtering method for bounded support data.
IC-NIDC
Zhanyu Ma, Arne Leijon
2012 Misc conf
A variational Bayes approach to the underdetermined blind source separation with automatic determination of the number of sources.
ICASSP
Jalil Taghia, Nasser Mohammadiha, Arne Leijon
2012 — conf
An Investigation on Mutual Information for the Linear Predictive System and the Extrapolation of Speech Signals.
ITG Conference on Speech Communication
Jalal Taghia, Rainer Martin, Jalil Taghia, Arne Leijon
2012 Misc conf
Single channel speech enhancement using Bayesian NMF with recursive temporal updates of prior distributions.
ICASSP
Nasser Mohammadiha, Jalal Taghia, Arne Leijon
2012 — conf
Sparsity level in a non-negative matrix factorization based speech strategy in cochlear implants.
EUSIPCO
Hongmei Hu, Nasser Mohammadiha, Jalil Taghia, Arne Leijon, Mark E. Lutman, Shouyan Wang
2011 — conf
A new approach for speech enhancement based on a constrained Nonnegative Matrix Factorization.
ISPACS
Nasser Mohammadiha, Timo Gerkmann, Arne Leijon
2011 — conf
A new linear MMSE filter for single channel speech enhancement based on Nonnegative Matrix Factorization.
WASPAA
Nasser Mohammadiha, Timo Gerkmann, Arne Leijon
2011 — conf
Approximating the predictive distribution of the beta distribution with the local variational method.
MLSP
Zhanyu Ma, Arne Leijon
2011 J jnl
Bayesian Estimation of Beta Mixture Models with Variational Inference.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhanyu Ma, Arne Leijon
2011 — conf
Blind source separation of nondisjoint sources in the time-frequency domain with model-based determination of source contribution.
ISSPIT
Jalil Taghia, Timo Gerkmann, Arne Leijon
2011 A conf
Super-Dirichlet Mixture Models Using Differential Line Spectral Frequencies for Text-Independent Speaker Identification.
INTERSPEECH
Zhanyu Ma, Arne Leijon
2010 Misc conf
Expectation propagation for estimating the parameters of the beta distribution.
ICASSP
Zhanyu Ma, Arne Leijon
2010 — conf
Human skin color detection in RGB space with Bayesian estimation of beta mixture models.
EUSIPCO
Zhanyu Ma, Arne Leijon
2010 A conf
Modelling speech line spectral frequencies with dirichlet mixture models.
INTERSPEECH
Zhanyu Ma, Arne Leijon
2010 A conf
PDF-optimized LSF vector quantization based on beta mixture models.
INTERSPEECH
Zhanyu Ma, Arne Leijon
2009 B conf
Beta mixture models and the application to image classification.
ICIP
Zhanyu Ma, Arne Leijon
2009 A conf
Human audio-visual consonant recognition analyzed with three bimodal integration models.
INTERSPEECH
Zhanyu Ma, Arne Leijon
2009 J jnl
Prediction of Speech Recognition in Cochlear Implant Users by Adapting Auditory Models to Psychophysical Data.
EURASIP J. Adv. Signal Process.
Svante Stadler, Arne Leijon
2008 — conf
A probabilistic principal component analysis based hidden Markov model for audio-visual speech recognition.
ACSCC
Zhanyu Ma, Arne Leijon
2008 — conf
Evaluation of signal enhancement algorithms for hearing instruments.
EUSIPCO
Koen Eneman, Heleen Luts, Jan Wouters, Michael Büchler, Norbert Dillier, Wouter Dreschler, Matthias Froehlich, Giso Grimm, Volker Hohmann, Rolph Houben, Arne Leijon, Anthony Lombard, Dirk Mauler, Marc Moonen, Henning Puder, Michael Schulte, Ann Spriet, Matthias Vormann
2008 — conf
Fast amplitude compression in hearing aids improves audibility but degrades speech information transmission.
EUSIPCO
Arne Leijon, Svante Stadler
2007 A conf
An information theoretic approach to predict speech intelligibility for listeners with normal and impaired hearing.
INTERSPEECH
Svante Stadler, Arne Leijon, Björn Hagerman
2005 — conf
Spectro-temporal discrimination in cochlear implant users.
ICASSP (3)
Elisabet Molin, Arne Leijon, Helene Wallsten