Sound event detection in real life recordings using coupled matrix factorization of spectral representations and class activity annotations A Mesaros, T Heittola, O Dikmen, T Virtanen
2015 IEEE international conference on acoustics, speech and signal …, 2015
98 2015 Clustering by nonnegative matrix factorization using graph random walk Z Yang, T Hao, O Dikmen, X Chen, E Oja
Advances in Neural Information Processing Systems, 1079-1087, 2012
83 2012 Gamma Markov random fields for audio source modeling O Dikmen, AT Cemgil
IEEE Transactions on Audio, Speech, and Language Processing 18 (3), 589-601, 2009
57 2009 Gamma Markov random fields for audio source modeling O Dikmen, AT Cemgil
IEEE Transactions on Audio, Speech, and Language Processing 18 (3), 589-601, 2009
57 2009 Sound event detection using non-negative dictionaries learned from annotated overlapping events O Dikmen, A Mesaros
2013 IEEE Workshop on Applications of Signal Processing to Audio and …, 2013
49 2013 Conjugate gamma Markov random fields for modelling nonstationary sources AT Cemgil, O Dikmen
International Conference on Independent Component Analysis and Signal …, 2007
47 2007 Parallel univariate decision trees OT Yıldız, O Dikmen
Pattern Recognition Letters 28 (7), 825-832, 2007
47 2007 Maximum marginal likelihood estimation for nonnegative dictionary learning in the Gamma-Poisson model O Dikmen, C Févotte
IEEE Transactions on Signal Processing 60 (10), 5163-5175, 2012
45 2012 Unsupervised single-channel source separation using Bayesian NMF O Dikmen, AT Cemgil
2009 IEEE Workshop on Applications of Signal Processing to Audio and …, 2009
32 2009 Learning the information divergence O Dikmen, Z Yang, E Oja
IEEE transactions on pattern analysis and machine intelligence 37 (7), 1442-1454, 2014
29 2014 Differentially private variational inference for non-conjugate models J Jälkö, O Dikmen, A Honkela
arXiv preprint arXiv:1610.08749, 2016
26 2016 Prior structures for Time-Frequency energy distributions AT Cemgil, P Peeling, O Dikmen, S Godsill
2007 IEEE Workshop on Applications of Signal Processing to Audio and …, 2007
24 2007 Efficient differentially private learning improves drug sensitivity prediction A Honkela, M Das, A Nieminen, O Dikmen, S Kaski
Biology direct 13 (1), 1-12, 2018
22 2018 Consistent inference of a general model using the pseudolikelihood method A Mozeika, O Dikmen, J Piili
Physical Review E 90 (1), 010101, 2014
15 2014 Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation. O Dikmen, C Févotte
NIPS, 2267-2275, 2011
13 2011 Maximum marginal likelihood estimation for nonnegative dictionary learning O Dikmen, C Févotte
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
11 2011 Inference and parameter estimation in Gamma chains O Dikmen, AT Cemgil
Department of Engineering, Univ, 2008
6 2008 Cerberus 2003 team report HL Akın, MK Baloğlu, HK Bağcı, S Bayhan, Ç Meriçli, D Poslu, Ö Sever, ...
Bogazici University, Istanbul, 2003
6 2003 Estimating distributions in genetic algorithms O Dikmen, HL Akın, E Alpaydın
International Symposium on Computer and Information Sciences, 521-528, 2003
4 2003 Optimizing the Information Retrieval Trade-off in Data Visualization Using E Amid, O Dikmen, E Oja
arXiv preprint arXiv:1505.05821, 2015
3 2015 