Search Results for author: Y. Cem Subakan

Found 2 papers, 1 papers with code

Diagonal RNNs in Symbolic Music Modeling

1 code implementation18 Apr 2017 Y. Cem Subakan, Paris Smaragdis

In this paper, we propose a new Recurrent Neural Network (RNN) architecture.

Music Modeling

A Dictionary Learning Approach for Factorial Gaussian Models

no code implementations18 Aug 2015 Y. Cem Subakan, Johannes Traa, Paris Smaragdis, Noah Stein

We argue that due to the specific structure of the activation matrix $R$ in the shared component factorial mixture model, and an incoherence assumption on the shared component, it is possible to extract the columns of the $O$ matrix without the need for alternating between the estimation of $O$ and $R$.

Dictionary Learning

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