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ORCIDArne Leijon
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2020 – today
- 2023
[j17]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)
2010 – 2019
- 2018
- [j16]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): 129-143 (2018) - [i5]Gustav Eje Henter, Arne Leijon, W. Bastiaan Kleijn:
Kernel Density Estimation-Based Markov Models with Hidden State. CoRR abs/1807.11320 (2018) - [i4]Zhanyu Ma, Arne Leijon:
Statistical Speech Model Description with VMF Mixture Model. CoRR abs/1808.00960 (2018) - 2017
- [i3]Zhanyu Ma, Jing-Hao Xue, Arne Leijon, Zheng-Hua Tan, Zhen Yang, Jun Guo:
Decorrelation of Neutral Vector Variables: Theory and Applications. CoRR abs/1705.10524 (2017) - [i2]Nasser Mohammadiha, Paris Smaragdis, Arne Leijon:
Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization. CoRR abs/1709.05362 (2017) - [i1]Nasser Mohammadiha, Arne Leijon:
Nonnegative HMM for Babble Noise Derived from Speech HMM: Application to Speech Enhancement. CoRR abs/1709.05559 (2017) - 2016
- [j15]Jalil Taghia, Arne Leijon:
Variational Inference for Watson Mixture Model. IEEE Trans. Pattern Anal. Mach. Intell. 38(9): 1886-1900 (2016) - 2015
- [j14]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): 876-889 (2015) - [j13]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: 219-224 (2015) - 2014
- [j12]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): 1701-1715 (2014) - [j11]Zhanyu Ma, Pravin Kumar Rana, Jalil Taghia, Markus Flierl, Arne Leijon:
Bayesian estimation of Dirichlet mixture model with variational inference. Pattern Recognit. 47(9): 3143-3157 (2014) - [j10]Jalil Taghia, Arne Leijon:
Separation of Unknown Number of Sources. IEEE Signal Process. Lett. 21(5): 625-629 (2014) - [j9]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): 359-374 (2014) - 2013
- [j8]Cees H. Taal, Jesper Jensen, Arne Leijon:
On Optimal Linear Filtering of Speech for Near-End Listening Enhancement. IEEE Signal Process. Lett. 20(3): 225-228 (2013) - [j7]Nasser Mohammadiha, Rainer Martin, Arne Leijon:
Spectral Domain Speech Enhancement Using HMM State-Dependent Super-Gaussian Priors. IEEE Signal Process. Lett. 20(3): 253-256 (2013) - [j6]Nasser Mohammadiha, Arne Leijon:
Nonnegative HMM for Babble Noise Derived From Speech HMM: Application to Speech Enhancement. IEEE Trans. Speech Audio Process. 21(5): 998-1011 (2013) - [j5]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): 1777-1790 (2013) - [j4]Nasser Mohammadiha, Paris Smaragdis, Arne Leijon:
Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization. IEEE Trans. Speech Audio Process. 21(10): 2140-2151 (2013) - [j3]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): 1073-1083 (2013) - [c27]Nasser Mohammadiha, W. Bastiaan Kleijn, Arne Leijon:
Gamma hidden Markov model as a probabilistic Nonnegative Matrix Factorization. EUSIPCO 2013: 1-5 - [c26]Nasser Mohammadiha, Paris Smaragdis, Arne Leijon:
Prediction based filtering and smoothing to exploit temporal dependencies in NMF. ICASSP 2013: 873-877 - [c25]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: 7289-7293 - [c24]Jalil Taghia, Zhanyu Ma, Arne Leijon:
On von-mises fisher mixture model in text-independent speaker identification. INTERSPEECH 2013: 2499-2503 - [c23]Nasser Mohammadiha, Paris Smaragdis, Arne Leijon:
Simultaneous noise classification and reduction using a priori learned models. MLSP 2013: 1-6 - [c22]Nasser Mohammadiha, Paris Smaragdis, Arne Leijon:
Low-artifact source separation using probabilistic latent component analysis. WASPAA 2013: 1-4 - 2012
- [c21]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: 1-4 - [c20]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: 2432-2436 - [c19]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: 253-256 - [c18]Nasser Mohammadiha, Jalal Taghia, Arne Leijon:
Single channel speech enhancement using Bayesian NMF with recursive temporal updates of prior distributions. ICASSP 2012: 4561-4564 - [c17]Zhanyu Ma, Arne Leijon:
A model-based collaborative filtering method for bounded support data. IC-NIDC 2012: 545-548 - 2011
- [j2]Zhanyu Ma, Arne Leijon:
Bayesian Estimation of Beta Mixture Models with Variational Inference. IEEE Trans. Pattern Anal. Mach. Intell. 33(11): 2160-2173 (2011) - [c16]Zhanyu Ma, Arne Leijon:
Super-Dirichlet Mixture Models Using Differential Line Spectral Frequencies for Text-Independent Speaker Identification. INTERSPEECH 2011: 2349-2352 - [c15]Nasser Mohammadiha, Timo Gerkmann, Arne Leijon:
A new approach for speech enhancement based on a constrained Nonnegative Matrix Factorization. ISPACS 2011: 1-5 - [c14]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: 276-280 - [c13]Zhanyu Ma, Arne Leijon:
Approximating the predictive distribution of the beta distribution with the local variational method. MLSP 2011: 1-6 - [c12]Nasser Mohammadiha, Timo Gerkmann, Arne Leijon:
A new linear MMSE filter for single channel speech enhancement based on Nonnegative Matrix Factorization. WASPAA 2011: 45-48 - 2010
- [c11]Zhanyu Ma, Arne Leijon:
Human skin color detection in RGB space with Bayesian estimation of beta mixture models. EUSIPCO 2010: 1204-1208 - [c10]Zhanyu Ma, Arne Leijon:
Expectation propagation for estimating the parameters of the beta distribution. ICASSP 2010: 2082-2085 - [c9]Zhanyu Ma, Arne Leijon:
Modelling speech line spectral frequencies with dirichlet mixture models. INTERSPEECH 2010: 2370-2373 - [c8]Zhanyu Ma, Arne Leijon:
PDF-optimized LSF vector quantization based on beta mixture models. INTERSPEECH 2010: 2374-2377
2000 – 2009
- 2009
- [j1]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) - [c7]Zhanyu Ma, Arne Leijon:
Beta mixture models and the application to image classification. ICIP 2009: 2045-2048 - [c6]Zhanyu Ma, Arne Leijon:
Human audio-visual consonant recognition analyzed with three bimodal integration models. INTERSPEECH 2009: 812-815 - 2008
- [c5]Zhanyu Ma, Arne Leijon:
A probabilistic principal component analysis based hidden Markov model for audio-visual speech recognition. ACSCC 2008: 2170-2173 - [c4]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: 1-5 - [c3]Arne Leijon, Svante Stadler:
Fast amplitude compression in hearing aids improves audibility but degrades speech information transmission. EUSIPCO 2008: 1-5 - 2007
- [c2]Svante Stadler, Arne Leijon, Björn Hagerman:
An information theoretic approach to predict speech intelligibility for listeners with normal and impaired hearing. INTERSPEECH 2007: 398-401 - 2005
- [c1]Elisabet Molin, Arne Leijon, Helene Wallsten:
Spectro-temporal discrimination in cochlear implant users. ICASSP (3) 2005: 25-28
Coauthor Index
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