479 citations · 1.5k across the 53 of their papers we have counts for
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cs.LG2015
A Dictionary Learning Approach for Factorial Gaussian Models
Y. Cem Subakan, Johannes Traa, Paris Smaragdis +1
In this paper, we develop a parameter estimation method for factorially parametrized models such as Factorial Gaussian Mixture Model and Factorial Hidden Markov Model. Our contribu…
cs.SD2015★ 479 cited
Joint Optimization of Masks and Deep Recurrent Neural Networks for Monaural Source Separation
Po-Sen Huang, Minje Kim, Mark Hasegawa-Johnson +1
Monaural source separation is important for many real world applications. It is challenging because, with only a single channel of information available, without any constraints, a…