Beyond cross-entropy: towards better frame-level objective functions for deep neural network training in automatic speech recognition

2014 ◽  
Author(s):  
Zhen Huang ◽  
Jinyu Li ◽  
Chao Weng ◽  
Chin-Hui Lee
Keyword(s):  
Neural Network ◽  
Speech Recognition ◽  
Automatic Speech Recognition ◽  
Deep Neural Network ◽  
Cross Entropy ◽  
Neural Network Training ◽  
Objective Functions ◽  
Network Training

A comparative case study of neural network training by using frame-level cost functions for automatic speech recognition purposes in Spanish

2020 ◽  
Vol 79 (27-28) ◽  
pp. 19669-19715
Author(s):  
Aldonso Becerra ◽  
J. Ismael de la Rosa ◽  
Efrén González ◽  
A. David Pedroza ◽  
N. Iracemi Escalante ◽  
...  
Keyword(s):  
Neural Network ◽  
Speech Recognition ◽  
Automatic Speech Recognition ◽  
Cost Functions ◽  
Comparative Case Study ◽  
Neural Network Training ◽  
Network Training
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