Arne Leijon

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 8

Top Topics

Nonnegative Matrix Factorization

Variational Inference

Speech Enhancement

Top Venues

IEEE Signal Process. Lett.

IEEE Trans. Speech Audio Process.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Arne Leijon, Petra von Gablenz, Inga Holube, Jalil Taghia, Karolina Smeds
Bayesian analysis of Ecological Momentary Assessment (EMA) data collected in adults before and after hearing rehabilitation. Frontiers Digit. Health 5 (2023)
Zhanyu Ma, Jing-Hao Xue, Arne Leijon, Zheng-Hua Tan, Zhen Yang, Jun Guo
Decorrelation of Neutral Vector Variables: Theory and Applications. IEEE Trans. Neural Networks Learn. Syst. 29 (1) (2018)
Gustav Eje Henter, Arne Leijon, W. Bastiaan Kleijn
Kernel Density Estimation-Based Markov Models with Hidden State. CoRR (2018)
Zhanyu Ma, Arne Leijon
Statistical Speech Model Description with VMF Mixture Model. CoRR (2018)
Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization. CoRR (2017)
Zhanyu Ma, Jing-Hao Xue, Arne Leijon, Zheng-Hua Tan, Zhen Yang, Jun Guo
Decorrelation of Neutral Vector Variables: Theory and Applications. CoRR (2017)
Nasser Mohammadiha, Arne Leijon
Nonnegative HMM for Babble Noise Derived from Speech HMM: Application to Speech Enhancement. CoRR (2017)
Jalil Taghia, Arne Leijon
Variational Inference for Watson Mixture Model. IEEE Trans. Pattern Anal. Mach. Intell. 38 (9) (2016)
Zhanyu Ma, Andrew E. Teschendorff, Arne Leijon, Yuanyuan Qiao, Honggang Zhang, Jun Guo
Variational Bayesian Matrix Factorization for Bounded Support Data. IEEE Trans. Pattern Anal. Mach. Intell. 37 (4) (2015)
Zhanyu Ma, Jalil Taghia, W. Bastiaan Kleijn, Arne Leijon, Jun Guo
Line spectral frequencies modeling by a mixture of von Mises-Fisher distributions. Signal Process. 114 (2015)
Zhanyu Ma, Arne Leijon, Zheng-Hua Tan, Sheng Gao
Predictive Distribution of the Dirichlet Mixture Model by Local Variational Inference. J. Signal Process. Syst. 74 (3) (2014)
Zhanyu Ma, Pravin Kumar Rana, Jalil Taghia, Markus Flierl, Arne Leijon
Bayesian estimation of Dirichlet mixture model with variational inference. Pattern Recognit. 47 (9) (2014)
Jalil Taghia, Zhanyu Ma, Arne Leijon
Bayesian Estimation of the von-Mises Fisher Mixture Model with Variational Inference. IEEE Trans. Pattern Anal. Mach. Intell. 36 (9) (2014)
Jalil Taghia, Arne Leijon
Separation of Unknown Number of Sources. IEEE Signal Process. Lett. 21 (5) (2014)
Jalil Taghia, Zhanyu Ma, Arne Leijon
On von-mises fisher mixture model in text-independent speaker identification. INTERSPEECH (2013)
Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
Low-artifact source separation using probabilistic latent component analysis. WASPAA (2013)
Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
Simultaneous noise classification and reduction using a priori learned models. MLSP (2013)
Jalal Taghia, Rainer Martin, Jalil Taghia, Arne Leijon
Dual-channel noise reduction based on a mixture of circular-symmetric complex Gaussians on unit hypersphere. ICASSP (2013)
Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
Prediction based filtering and smoothing to exploit temporal dependencies in NMF. ICASSP (2013)
Ghazaleh Panahandeh, Nasser Mohammadiha, Arne Leijon, Peter Handel
Continuous Hidden Markov Model for Pedestrian Activity Classification and Gait Analysis. IEEE Trans. Instrum. Meas. 62 (5) (2013)
Nasser Mohammadiha, Rainer Martin, Arne Leijon
Spectral Domain Speech Enhancement Using HMM State-Dependent Super-Gaussian Priors. IEEE Signal Process. Lett. 20 (3) (2013)
Cees H. Taal, Jesper Jensen, Arne Leijon
On Optimal Linear Filtering of Speech for Near-End Listening Enhancement. IEEE Signal Process. Lett. 20 (3) (2013)
Zhanyu Ma, Arne Leijon, W. Bastiaan Kleijn
Vector quantization of LSF parameters with a mixture of dirichlet distributions. IEEE Trans. Speech Audio Process. 21 (9) (2013)
Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization. IEEE Trans. Speech Audio Process. 21 (10) (2013)
Nasser Mohammadiha, Arne Leijon
Nonnegative HMM for Babble Noise Derived From Speech HMM: Application to Speech Enhancement. IEEE Trans. Speech Audio Process. 21 (5) (2013)
Nasser Mohammadiha, W. Bastiaan Kleijn, Arne Leijon
Gamma hidden Markov model as a probabilistic Nonnegative Matrix Factorization. EUSIPCO (2013)
Nasser Mohammadiha, Jalal Taghia, Arne Leijon
Single channel speech enhancement using Bayesian NMF with recursive temporal updates of prior distributions. ICASSP (2012)
Zhanyu Ma, Arne Leijon
A model-based collaborative filtering method for bounded support data. IC-NIDC (2012)
Jalal Taghia, Rainer Martin, Jalil Taghia, Arne Leijon
An Investigation on Mutual Information for the Linear Predictive System and the Extrapolation of Speech Signals. ITG Conference on Speech Communication (2012)
Jalil Taghia, Nasser Mohammadiha, Arne Leijon
A variational Bayes approach to the underdetermined blind source separation with automatic determination of the number of sources. ICASSP (2012)
Hongmei Hu, Nasser Mohammadiha, Jalil Taghia, Arne Leijon, Mark E. Lutman, Shouyan Wang
Sparsity level in a non-negative matrix factorization based speech strategy in cochlear implants. EUSIPCO (2012)
Zhanyu Ma, Arne Leijon
Super-Dirichlet Mixture Models Using Differential Line Spectral Frequencies for Text-Independent Speaker Identification. INTERSPEECH (2011)
Jalil Taghia, Timo Gerkmann, Arne Leijon
Blind source separation of nondisjoint sources in the time-frequency domain with model-based determination of source contribution. ISSPIT (2011)
Zhanyu Ma, Arne Leijon
Bayesian Estimation of Beta Mixture Models with Variational Inference. IEEE Trans. Pattern Anal. Mach. Intell. 33 (11) (2011)
Nasser Mohammadiha, Timo Gerkmann, Arne Leijon
A new approach for speech enhancement based on a constrained Nonnegative Matrix Factorization. ISPACS (2011)
Nasser Mohammadiha, Timo Gerkmann, Arne Leijon
A new linear MMSE filter for single channel speech enhancement based on Nonnegative Matrix Factorization. WASPAA (2011)
Zhanyu Ma, Arne Leijon
Approximating the predictive distribution of the beta distribution with the local variational method. MLSP (2011)
Zhanyu Ma, Arne Leijon
Human skin color detection in RGB space with Bayesian estimation of beta mixture models. EUSIPCO (2010)
Zhanyu Ma, Arne Leijon
Modelling speech line spectral frequencies with dirichlet mixture models. INTERSPEECH (2010)
Zhanyu Ma, Arne Leijon
PDF-optimized LSF vector quantization based on beta mixture models. INTERSPEECH (2010)
Zhanyu Ma, Arne Leijon
Expectation propagation for estimating the parameters of the beta distribution. ICASSP (2010)
Zhanyu Ma, Arne Leijon
Beta mixture models and the application to image classification. ICIP (2009)
Zhanyu Ma, Arne Leijon
Human audio-visual consonant recognition analyzed with three bimodal integration models. INTERSPEECH (2009)
Svante Stadler, Arne Leijon
Prediction of Speech Recognition in Cochlear Implant Users by Adapting Auditory Models to Psychophysical Data. EURASIP J. Adv. Signal Process. 2009 (2009)
Arne Leijon, Svante Stadler
Fast amplitude compression in hearing aids improves audibility but degrades speech information transmission. EUSIPCO (2008)
Zhanyu Ma, Arne Leijon
A probabilistic principal component analysis based hidden Markov model for audio-visual speech recognition. ACSCC (2008)
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
Evaluation of signal enhancement algorithms for hearing instruments. EUSIPCO (2008)
Svante Stadler, Arne Leijon, Björn Hagerman
An information theoretic approach to predict speech intelligibility for listeners with normal and impaired hearing. INTERSPEECH (2007)
Elisabet Molin, Arne Leijon, Helene Wallsten
Spectro-temporal discrimination in cochlear implant users. ICASSP (3) (2005)