U-Former: Improving Monaural Speech Enhancement with Multi-head Self and Cross Attention

Xinmeng Xu, Jianjun Hao

For supervised speech enhancement, contextual information is important for accurate spectral mapping. However, commonly used deep neural networks (DNNs) are limited in capturing te…