An Overview of End-to-End Automatic Speech Recognition

An Overview of End-to-End Automatic Speech Recognition

Automatic speech recognition, especially large vocabulary continuous speech recognition, is an important issue in the field of machine learning. For a long time, the hidden Markov model (HMM)-Gaussian mixed model (GMM) has been the mainstream speech recognition framework. But recently, HMM-deep neur...

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Bibliographic Details
Main Authors: Dong Wang, Xiaodong Wang, Shaohe Lv
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Symmetry
Subjects:
automatic speech recognition
end-to-end
deep learning
neural network
CTC
RNN-transducer
attention
HMM
Online Access:https://www.mdpi.com/2073-8994/11/8/1018

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https://www.mdpi.com/2073-8994/11/8/1018

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