A unified approach to transfer learning of deep neural networks with applications to speaker adaptation in automatic speech recognition

2016 ◽  
Vol 218 ◽  
pp. 448-459 ◽  
Author(s):  
Zhen Huang ◽  
Sabato Marco Siniscalchi ◽  
Chin-Hui Lee
Keyword(s):  
Neural Networks ◽  
Speech Recognition ◽  
Transfer Learning ◽  
Automatic Speech Recognition ◽  
Deep Neural Networks ◽  
Unified Approach

scholarly journals Multi-resolution speech analysis for automatic speech recognition using deep neural networks: Experiments on TIMIT

PLoS ONE ◽  
2018 ◽  
Vol 13 (10) ◽  
pp. e0205355 ◽  
Author(s):  
Doroteo T. Toledano ◽  
María Pilar Fernández-Gallego ◽  
Alicia Lozano-Diez
Keyword(s):  
Neural Networks ◽  
Speech Recognition ◽  
Automatic Speech Recognition ◽  
Deep Neural Networks ◽  
Speech Analysis

Training deep neural networks with non-uniform frame-level cost function for automatic speech recognition

2018 ◽  
Vol 77 (20) ◽  
pp. 27231-27267 ◽  
Author(s):  
Aldonso Becerra ◽  
J. Ismael de la Rosa ◽  
Efrén González ◽  
A. David Pedroza ◽  
N. Iracemi Escalante
Keyword(s):  
Neural Networks ◽  
Speech Recognition ◽  
Cost Function ◽  
Automatic Speech Recognition ◽  
Deep Neural Networks ◽  
Uniform Frame
Sign in / Sign up

Export Citation Format

Share Document