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

Aldonso Becerra; J. Ismael de la Rosa; Efrén González; A. David Pedroza; N. Iracemi Escalante; Eduardo Santos

doi:10.1007/s11042-020-08782-0

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

Multimedia Tools and Applications ◽

10.1007/s11042-020-08782-0 ◽

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

Download Full-text

Power-Law Nonlinearity with Maximally Uniform Distribution Criterion for Improved Neural Network Training in Automatic Speech Recognition

2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) ◽

10.1109/asru46091.2019.9003973 ◽

2019 ◽

Cited By ~ 1

Author(s):

Chanwoo Kim ◽

Mehul Kumar ◽

Kwangyoun Kim ◽

Dhananjaya Gowda

Keyword(s):

Neural Network ◽

Speech Recognition ◽

Uniform Distribution ◽

Automatic Speech Recognition ◽

Power Law ◽

Neural Network Training ◽

Network Training

Download Full-text

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

10.21437/interspeech.2014-306 ◽

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

Download Full-text

Prediction of daily sediment discharge using a back propagation neural network training algorithm: A case study of the Narmada River, India

International Journal of Sediment Research ◽

10.1016/j.ijsrc.2018.10.010 ◽

2019 ◽

Vol 34 (2) ◽

pp. 125-135 ◽

Cited By ~ 7

Author(s):

Nibedita Bisoyi ◽

Harish Gupta ◽

Narayan Prasad Padhy ◽

Govind Joseph Chakrapani

Keyword(s):

Neural Network ◽

Back Propagation ◽

Back Propagation Neural Network ◽

Neural Network Training ◽

Sediment Discharge ◽

Training Algorithm ◽

Network Training ◽

Narmada River

Download Full-text

Analysis of Neural Network Training and Cost Functions Impact on the Accuracy of IDS and SIEM Systems

Codes, Cryptology and Information Security - Lecture Notes in Computer Science ◽

10.1007/978-3-030-16458-4_25 ◽

2019 ◽

pp. 433-451 ◽

Cited By ~ 1

Author(s):

Said El Hajji ◽

Nabil Moukafih ◽

Ghizlane Orhanou

Keyword(s):

Neural Network ◽

Cost Functions ◽

Neural Network Training ◽

Network Training

Download Full-text

Size matters: an empirical study of neural network training for large vocabulary continuous speech recognition

1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258) ◽

10.1109/icassp.1999.759875 ◽

1999 ◽

Cited By ~ 12

Author(s):

D. Ellis ◽

N. Morgan

Keyword(s):

Neural Network ◽

Speech Recognition ◽

Empirical Study ◽

Neural Network Training ◽

Continuous Speech ◽

Continuous Speech Recognition ◽

Large Vocabulary ◽

Network Training

Download Full-text

Erratum to: River Suspended Sediment Prediction Using Various Multilayer Perceptron Neural Network Training Algorithms—A Case Study in Malaysia

Water Resources Management ◽

10.1007/s11269-012-0028-y ◽

2012 ◽

Vol 26 (7) ◽

pp. 2123-2123

Author(s):

M. R. Mustafa ◽

R. B. Rezaur ◽

S. Saiedi ◽

M. H. Isa

Keyword(s):

Neural Network ◽

Suspended Sediment ◽

Multilayer Perceptron ◽

Training Algorithms ◽

Neural Network Training ◽

Network Training

Download Full-text

A Comparison of Deep Neural Network Training Methods for Large Vocabulary Speech Recognition

Text, Speech, and Dialogue - Lecture Notes in Computer Science ◽

10.1007/978-3-642-40585-3_6 ◽

2013 ◽

pp. 36-43 ◽

Cited By ~ 9

Author(s):

László Tóth ◽

Tamás Grósz

Keyword(s):

Neural Network ◽

Speech Recognition ◽

Deep Neural Network ◽

Training Methods ◽

Neural Network Training ◽

Large Vocabulary ◽

Network Training ◽

Large Vocabulary Speech Recognition

Download Full-text

River Suspended Sediment Prediction Using Various Multilayer Perceptron Neural Network Training Algorithms—A Case Study in Malaysia

Water Resources Management ◽

10.1007/s11269-012-9992-5 ◽

2012 ◽

Vol 26 (7) ◽

pp. 1879-1897 ◽

Cited By ~ 44

Author(s):

M. R. Mustafa ◽

R. B. Rezaur ◽

S. Saiedi ◽

M. H. Isa

Keyword(s):

Neural Network ◽

Suspended Sediment ◽

Multilayer Perceptron ◽

Training Algorithms ◽

Neural Network Training ◽

Network Training

Download Full-text

Small Energy Masking for Improved Neural Network Training for End-To-End Speech Recognition

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp40776.2020.9054382 ◽

2020 ◽

Author(s):

Chanwoo Kim ◽

Kwangyoun Kim ◽

Sathish Reddy Indurthi

Keyword(s):

Neural Network ◽

Speech Recognition ◽

Neural Network Training ◽

Small Energy ◽

Network Training ◽

End To End

Download Full-text

Input dimension reduction in neural network training-case study in transient stability assessment of large systems

Proceedings of International Conference on Intelligent System Application to Power Systems ◽

10.1109/isap.1996.501043 ◽

2002 ◽

Cited By ~ 12

Author(s):

S. Muknahallipatna ◽

B.H. Chowdhury

Keyword(s):

Neural Network ◽

Dimension Reduction ◽

Transient Stability ◽

Stability Assessment ◽

Neural Network Training ◽

Network Training ◽

Large Systems ◽

Training Case

Download Full-text