Integrating Dilated Convolution into DenseLSTM for Audio Source Separation

Herein, we proposed a multi-scale multi-band dilated time-frequency densely connected convolutional network (DenseNet) with long short-term memory (LSTM) for audio source separation. Because the spectrogram of the acoustic signal can be thought of as images as well as time series data, it is suitabl...

Full description

Bibliographic Details
Main Authors: Woon-Haeng Heo, Hyemi Kim, Oh-Wook Kwon
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/11/2/789