Incremental Binarization On Recurrent Neural Networks For Single-Channel Source Separation

Sunwoo Kim, Mrinmoy Maity, Minje Kim

This paper proposes a Bitwise Gated Recurrent Unit (BGRU) network for the single-channel source separation task. Recurrent Neural Networks (RNN) require several sets of weights wit…