Large neural networks have aroused impressive progress in various real world applications. However, the expensive storage and computational resources requirement for running deep networks make them ...

The field of voice separation has made revolutionary progress in addressing the challenging 'cocktail party problem' with the ...

In a GOP, the block-based framewise sampling by a convolution layer is proposed, which leads to the sampling matrix being automatically optimized. In the reconstruction process, the framewise initial ...