Dual-Path Transformer Network: Direct Context-Aware Modeling for End-to-End Monaural Speech Separation

Jingjing Chen, Qirong Mao, Dong Liu

The dominant speech separation models are based on complex recurrent or convolution neural network that model speech sequences indirectly conditioning on context, such as passing i…