The Use of Deep Learning in Speech Enhancement
Rashmirekha Ram, Mihir Narayan Mohanty · Annals of Computer Science and Information Systems · 2018
Deep learning is an emerging area in current scenario.Mostly, Convolutional Neural Network (CNN) and Deep Belief Network (DBN) are used as the model in deep learning.It is termed as Deep Neural Network (DNN).The use of DNN is widely spread in many applications, exclusively for detection and classification purpose.In this paper, authors have used the same network for signal enhancement purpose.Speech is considered for the input signal with noise.The model of DNN is used with two layers.It has been compared with the ADA-LINE model to prove its efficacy.