Concepedia

Arne Leijon

AL

44

Publications

2.4K

Citations

25

H-Index

1979

Active since

Affiliations

KTH Royal Institute of Technology(Current)

Sahlgrenska University Hospital

Beijing University of Posts and Telecommunications

Chalmers University of Technology

Aalborg University

Arne Leijon is an author at KTH Royal Institute of Technology specializing in engineering, statistics, and speech recognition.

Top concepts

EngineeringStatisticsHealthSignal ProcessingData ScienceSpeech RecognitionSpeech ProcessingNoiseStatistical InferenceSpeech Perception

Publications per year

1979–2020

44

Publications

44

Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization

Nasser Mohammadiha, Paris Smaragdis, Arne Leijon · IEEE Transactions on Audio Speech and Language Processing · 2013 · 396 citations · Full text

Engineering, Machine Learning, Data Science +15

Bayesian Estimation of Beta Mixture Models with Variational Inference

Zhanyu Ma, Arne Leijon · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2011 · 231 citations

Bayesian Statistic, Bayesian Statistics, Mixture Distribution +12

Continuous Hidden Markov Model for Pedestrian Activity Classification and Gait Analysis

Ghazaleh Panahandeh, Nasser Mohammadiha, Arne Leijon et al. · IEEE Transactions on Instrumentation and Measurement · 2013 · 139 citations · Full text

Variational Bayesian Matrix Factorization for Bounded Support Data

Zhanyu Ma, Andrew E. Teschendorff, Arne Leijon et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014 · 137 citations

Bayesian Statistic, Latent Modeling, Engineering +11

Multicenter evaluation of signal enhancement algorithms for hearing aids

Heleen Luts, Koen Eneman, Jan Wouters et al. · The Journal of the Acoustical Society of America · 2010 · 128 citations · Full text

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