Spectro-temporal discrimination in cochlear implant users. - Elisabet Molin; Arne Leijon; Helene Wallsten (ICASSP (3), 2005)

An information theoretic approach to predict speech intelligibility for listeners with normal and impaired hearing. - Svante Stadler; Arne Leijon; Björn Hagerman (INTERSPEECH, 2007)

A probabilistic principal component analysis based hidden Markov model for audio-visual speech recognition. - Zhanyu Ma; Arne Leijon (ACSCC, 2008)

Evaluation of signal enhancement algorithms for hearing instruments. - Koen Eneman; Heleen Luts; Jan Wouters; Michael Büchler; Norbert Dillier; Wouter Dreschler; Matthias Froehlich; Giso Grimm; Volker Hohmann; Rolph Houben; Arne Leijon; Anthony Lombard; et al. (EUSIPCO, 2008)

Fast amplitude compression in hearing aids improves audibility but degrades speech information transmission. - Arne Leijon; Svante Stadler (EUSIPCO, 2008)

Beta mixture models and the application to image classification. - Zhanyu Ma; Arne Leijon (ICIP, 2009)

Human audio-visual consonant recognition analyzed with three bimodal integration models. - Zhanyu Ma; Arne Leijon (INTERSPEECH, 2009)

Prediction of Speech Recognition in Cochlear Implant Users by Adapting Auditory Models to Psychophysical Data. - Svante Stadler; Arne Leijon (EURASIP J. Adv. Signal Process., 2009)

Human skin color detection in RGB space with Bayesian estimation of beta mixture models. - Zhanyu Ma; Arne Leijon (EUSIPCO, 2010)

Expectation propagation for estimating the parameters of the beta distribution. - Zhanyu Ma; Arne Leijon (ICASSP, 2010)

Modelling speech line spectral frequencies with dirichlet mixture models. - Zhanyu Ma; Arne Leijon (INTERSPEECH, 2010)

PDF-optimized LSF vector quantization based on beta mixture models. - Zhanyu Ma; Arne Leijon (INTERSPEECH, 2010)

Super-Dirichlet Mixture Models Using Differential Line Spectral Frequencies for Text-Independent Speaker Identification. - Zhanyu Ma; Arne Leijon (INTERSPEECH, 2011)

A new approach for speech enhancement based on a constrained Nonnegative Matrix Factorization. - Nasser Mohammadiha; Timo Gerkmann; Arne Leijon (ISPACS, 2011)

Blind source separation of nondisjoint sources in the time-frequency domain with model-based determination of source contribution. - Jalil Taghia; Timo Gerkmann; Arne Leijon (ISSPIT, 2011)

Approximating the predictive distribution of the beta distribution with the local variational method. - Zhanyu Ma; Arne Leijon (MLSP, 2011)

A new linear MMSE filter for single channel speech enhancement based on Nonnegative Matrix Factorization. - Nasser Mohammadiha; Timo Gerkmann; Arne Leijon (WASPAA, 2011)

Bayesian Estimation of Beta Mixture Models with Variational Inference. - Zhanyu Ma; Arne Leijon (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

An Investigation on Mutual Information for the Linear Predictive System and the Extrapolation of Speech Signals. - Jalal Taghia; Rainer Martin 001; Jalil Taghia; Arne Leijon (ITG Conference on Speech Communication, 2012)

Sparsity level in a non-negative matrix factorization based speech strategy in cochlear implants. - Hongmei Hu; Nasser Mohammadiha; Jalil Taghia; Arne Leijon; Mark E. Lutman; Shouyan Wang (EUSIPCO, 2012)

Single channel speech enhancement using Bayesian NMF with recursive temporal updates of prior distributions. - Nasser Mohammadiha; Jalal Taghia; Arne Leijon (ICASSP, 2012)

A variational Bayes approach to the underdetermined blind source separation with automatic determination of the number of sources. - Jalil Taghia; Nasser Mohammadiha; Arne Leijon (ICASSP, 2012)

A model-based collaborative filtering method for bounded support data. - Zhanyu Ma; Arne Leijon (IC-NIDC, 2012)

Gamma hidden Markov model as a probabilistic Nonnegative Matrix Factorization. - Nasser Mohammadiha; W. Bastiaan Kleijn; Arne Leijon (EUSIPCO, 2013)

Prediction based filtering and smoothing to exploit temporal dependencies in NMF. - Nasser Mohammadiha; Paris Smaragdis; Arne Leijon (ICASSP, 2013)

Dual-channel noise reduction based on a mixture of circular-symmetric complex Gaussians on unit hypersphere. - Jalal Taghia; Rainer Martin 001; Jalil Taghia; Arne Leijon (ICASSP, 2013)

On von-mises fisher mixture model in text-independent speaker identification. - Jalil Taghia; Zhanyu Ma; Arne Leijon (INTERSPEECH, 2013)

Simultaneous noise classification and reduction using a priori learned models. - Nasser Mohammadiha; Paris Smaragdis; Arne Leijon (MLSP, 2013)

Low-artifact source separation using probabilistic latent component analysis. - Nasser Mohammadiha; Paris Smaragdis; Arne Leijon (WASPAA, 2013)

Spectral Domain Speech Enhancement Using HMM State-Dependent Super-Gaussian Priors. - Nasser Mohammadiha; Rainer Martin 001; Arne Leijon (IEEE Signal Process. Lett., 2013)

On Optimal Linear Filtering of Speech for Near-End Listening Enhancement. - Cees H. Taal; Jesper Jensen 001; Arne Leijon (IEEE Signal Process. Lett., 2013)

Vector quantization of LSF parameters with a mixture of dirichlet distributions. - Zhanyu Ma; Arne Leijon; W. Bastiaan Kleijn (IEEE Trans. Speech Audio Process., 2013)

Nonnegative HMM for Babble Noise Derived From Speech HMM: Application to Speech Enhancement. - Nasser Mohammadiha; Arne Leijon (IEEE Trans. Speech Audio Process., 2013)

Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization. - Nasser Mohammadiha; Paris Smaragdis; Arne Leijon (IEEE Trans. Speech Audio Process., 2013)

Continuous Hidden Markov Model for Pedestrian Activity Classification and Gait Analysis. - Ghazaleh Panahandeh; Nasser Mohammadiha; Arne Leijon; Peter Handel (IEEE Trans. Instrum. Meas., 2013)

Bayesian Estimation of the von-Mises Fisher Mixture Model with Variational Inference. - Jalil Taghia; Zhanyu Ma; Arne Leijon (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Bayesian estimation of Dirichlet mixture model with variational inference. - Zhanyu Ma; Pravin Kumar Rana; Jalil Taghia; Markus Flierl; Arne Leijon (Pattern Recognit., 2014)

Separation of Unknown Number of Sources. - Jalil Taghia; Arne Leijon (IEEE Signal Process. Lett., 2014)

Predictive Distribution of the Dirichlet Mixture Model by Local Variational Inference. - Zhanyu Ma; Arne Leijon; Zheng-Hua Tan; Sheng Gao 001 (J. Signal Process. Syst., 2014)

Variational Bayesian Matrix Factorization for Bounded Support Data. - Zhanyu Ma; Andrew E. Teschendorff; Arne Leijon; Yuanyuan Qiao 002; Honggang Zhang 002; Jun Guo 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Line spectral frequencies modeling by a mixture of von Mises-Fisher distributions. - Zhanyu Ma; Jalil Taghia; W. Bastiaan Kleijn; Arne Leijon; Jun Guo 002 (Signal Process., 2015)

Variational Inference for Watson Mixture Model. - Jalil Taghia; Arne Leijon (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Kernel Density Estimation-Based Markov Models with Hidden State. - Gustav Eje Henter; Arne Leijon; W. Bastiaan Kleijn (CoRR, 2018)

Statistical Speech Model Description with VMF Mixture Model. - Zhanyu Ma; Arne Leijon (CoRR, 2018)

Decorrelation of Neutral Vector Variables: Theory and Applications. - Zhanyu Ma; Jing-Hao Xue; Arne Leijon; Zheng-Hua Tan; Zhen Yang 004; Jun Guo 002 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Bayesian analysis of Ecological Momentary Assessment (EMA) data collected in adults before and after hearing rehabilitation. - Arne Leijon; Petra von Gablenz; Inga Holube; Jalil Taghia; Karolina Smeds (Frontiers Digit. Health, 2023)