sentence1: for the time-frequency domain network , we employ a u-net structure based on two-dimensional convolutions which has been widely used in various source separation tasks .
sentence2: here we employ a supervised method based on convolutional neural networks , namely the u-net architecture , first proposed in for the segmentation of biomedical images .