Advanced Convolutional Neural Network-Based Hybrid Acoustic Models for Low-Resource Speech Recognition

Deep neural networks (DNNs) have shown a great achievement in acoustic modeling for speech recognition task. Of these networks, convolutional neural network (CNN) is an effective network for representing the local properties of the speech formants. However, CNN is not suitable for modeling the long-...

Full description

Bibliographic Details
Main Authors: Tessfu Geteye Fantaye, Junqing Yu, Tulu Tilahun Hailu
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Computers
Subjects:
Online Access:https://www.mdpi.com/2073-431X/9/2/36