Machine Learning Source Separation Using Maximum a Posteriori Nonnegative Matrix Factorization

Single-Channel Blind Separation Using Pseudo-Stereo Mixture and Complex 2-D Histogram

(2013) N. Tengtrairat et al.   IEEE Transactions on Neural Networks and Learning Systems

Unsupervised Single-Channel Separation of Nonstationary Signals Using Gammatone Filterbank and Itakura–Saito Nonnegative Matrix Two-Dimensional Factorizations

(2012) Bin Gao et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

Automatic Relevance Determination in Nonnegative Matrix Factorization with the /spl beta/-Divergence

(2012) V. Y. F. Tan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Variational Regularized 2-D Nonnegative Matrix Factorization

(2012) Bin Gao et al.   IEEE Transactions on Neural Networks and Learning Systems

Adaptive Sparsity Non-Negative Matrix Factorization for Single-Channel Source Separation

(2011) Bin Gao et al.   IEEE Journal of Selected Topics in Signal Processing

Online Blind Source Separation Using Incremental Nonnegative Matrix Factorization With Volume Constraint

(2011) Guoxu Zhou et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Single-Channel Source Separation Using EMD-Subband Variable Regularized Sparse Features

(2010) Bin Gao et al.   IEEE Transactions on Audio Speech and Language Processing

Graph-Preserving Sparse Nonnegative Matrix Factorization With Application to Facial Expression Recognition

(2010) Ruicong Zhi et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Improving POMDP Tractability via Belief Compression and Clustering

(2009) Xin Li et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Bayesian Inference for Nonnegative Matrix Factorisation Models

(2009) Ali Taylan Cemgil   Computational Intelligence and Neuroscience

Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis

(2008) Cédric Févotte et al.   NEURAL COMPUTATION

Pattern Expression Nonnegative Matrix Factorization: Algorithm and Applications to Blind Source Separation

(2008) Junying Zhang et al.   Computational Intelligence and Neuroscience