Using multiple frequency bins for stabilization of FD-ICA algorithms
A method for stabilization of FD-ICA using lateral bins information is proposed. The method produces a robust estimation of separation matrices for all bins. The permutation rate is also reduced which improves the separation quality. Using subsampling the introduced computational cost overhead can be reduced. The trade-off between quality improvement and overhead can be controlled.
audio sources separation frequency domain independent component analysis multiple bins