28 citations · 29 across the 4 of their papers we have counts for
4 papers
Adversarially Trained Autoencoders for Parallel-Data-Free Voice Conversion
Orhan Ocal, Oguz H. Elibol, Gokce Keskin +3
We present a method for converting the voices between a set of speakers. Our method is based on training multiple autoencoder paths, where there is a single speaker-independent enc…
Cross-Entropy Loss and Low-Rank Features Have Responsibility for Adversarial Examples
Kamil Nar, Orhan Ocal, S. Shankar Sastry +1
State-of-the-art neural networks are vulnerable to adversarial examples; they can easily misclassify inputs that are imperceptibly different than their training and test data. In t…
Density Evolution on a Class of Smeared Random Graphs: A Theoretical Framework for Fast MRI
Kabir Chandrasekher, Orhan Ocal, Kannan Ramchandran
We introduce a new ensemble of random bipartite graphs, which we term the `smearing ensemble', where each left node is connected to some number of consecutive right nodes. Such gra…
Collaborative Randomized Beamforming for Phased Array Radio Interferometers
Orhan Ocal, Paul Hurley, Giovanni Cherubini +1
The Square Kilometre Array (SKA) will form the largest radio telescope ever built and such a huge instrument in the desert poses enormous engineering and logistic challenges. Algor…