153
Voted
ICA
15 years 4 months ago
2010 Springer 
Abstract. In this work, we present a direction-of-arrival (DOA) estimation method for narrowband sources impinging from the far-field on a uniform linear array (ULA) of sensors, ba...
154
Voted
ICA
15 years 4 months ago
2010 Springer 
We study a sparse coding learning algorithm that allows for a simultaneous learning of the data sparseness and the basis functions. The algorithm is derived based on a generative m...
157
Voted
ICA
15 years 4 months ago
2010 Springer 
Abstract. In recent years, there has been a great deal of work in modeling audio using non-negative matrix factorization and its probabilistic counterparts as they yield rich model...
143
Voted
ICA
15 years 4 months ago
2010 Springer
Abstract. A new dictionary learning method for exact sparse representation is presented in this paper. As the dictionary learning methods often iteratively update the sparse coeffi...
140
Voted
ICA
15 years 3 months ago
2010 Springer 
We develop a probabilistic modeling framework for multiway arrays. Our framework exploits the link between graphical models and tensor factorization models and it can realize any ...
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Signal Processing