Onur Dikmen

Sound event detection in real life recordings using coupled matrix factorization of spectral representations and class activity annotations

Annamaria Mesaros, Toni Heittola, Onur Dikmen et al. · 2015 · 100 citations

Computing, Data Science, Acoustics +16

Clustering by Nonnegative Matrix Factorization Using Graph Random Walk

Zhirong Yang, Tele Hao, Onur Dikmen et al. · 2012 · 73 citations

Computing, Computer Science, Data Science +13

Gamma Markov Random Fields for Audio Source Modeling

Onur Dikmen, Ali Taylan Cemgil · IEEE Transactions on Audio Speech and Language Processing · 2009 · 51 citations

Computing, Audiology, Acoustics +14

Sound event detection using non-negative dictionaries learned from annotated overlapping events

Onur Dikmen, Annamaria Mesaros · 2013 · 40 citations

Computing, Linguistics, Acoustics +13

Maximum Marginal Likelihood Estimation for Nonnegative Dictionary Learning in the Gamma-Poisson Model

Onur Dikmen, Cédric Févotte · IEEE Transactions on Signal Processing · 2012 · 35 citations

Computing, Computer Science, Information Retrieval +16