Che-Yu Kuo

Stochastic Markov Recurrent Neural Network for Source Separation

Monaural source separation based on recurrent neural network is learned to characterize the sequential patterns in source signals based on dynamic states which are propagated through time. The hidden states are assumed to be deterministic along a single path where a shared long short-term memory (LS…