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-...
Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
MDPI AG
2020-05-01
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Series: | Computers |
Subjects: | |
Online Access: | https://www.mdpi.com/2073-431X/9/2/36 |