while neural networks are a type of machine learning algorithm that are inspired by the structure and function of the human brain. Deep learning takes this concept a step further by building ...

Abstract: A recent trend of the automatic speaker verification (ASV) systems is to use speaker representations extracted from deep learning ... based objective function called Barlow Twins objective ...

Although deep learning-based approaches enable the construction of more sophisticated objective functions, most methods still rely on covariance matrix reconstruction. In this paper, we propose new ...

Therefore, it is critical to predict the function of non-coding DNA. Hence, we propose the NCNet, which integrates deep residual learning and sequence-to-sequence learning networks, to predict the ...