Selection, parameter estimation, and discriminative training of hidden Markov models for general audio modeling

2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698) ◽

10.1109/icme.2003.1220857 ◽

2003 ◽

Author(s):

M.J. Reyes-Gomez ◽

D.P.W. Ellis

Keyword(s):

Parameter Estimation ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Discriminative Training ◽

Selection Parameter

Download Full-text

001 Recursive parameter estimation for arbitrary hidden markov models

Control Engineering Practice ◽

10.1016/0967-0661(93)90020-r ◽

1993 ◽

Vol 1 (6) ◽

pp. 1075

Keyword(s):

Parameter Estimation ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Recursive Parameter Estimation

Download Full-text

A Modified Minibatch Sampling Method for Parameter Estimation in Hidden Markov Models using Stochastic Variational Bayes

PAMM ◽

10.1002/pamm.202100203 ◽

2021 ◽

Vol 21 (1) ◽

Author(s):

Reetam Majumder ◽

Matthias K. Gobbert ◽

Nagaraj K. Neerchal

Keyword(s):

Parameter Estimation ◽

Hidden Markov Models ◽

Sampling Method ◽

Markov Models ◽

Hidden Markov ◽

Variational Bayes

Download Full-text

Non-negative matrix factorization for parameter estimation in hidden Markov models

2010 IEEE International Workshop on Machine Learning for Signal Processing ◽

10.1109/mlsp.2010.5589231 ◽

2010 ◽

Author(s):

Balaji Lakshminarayanan ◽

Raviv Raich

Keyword(s):

Parameter Estimation ◽

Hidden Markov Models ◽

Matrix Factorization ◽

Markov Models ◽

Hidden Markov ◽

Non Negative Matrix Factorization

Download Full-text

Discriminative training of hidden Markov models by multiobjective optimization for visual speech recognition

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. ◽

10.1109/ijcnn.2005.1556216 ◽

2006 ◽

Author(s):

Jong-Seok Lee ◽

Cheol Hoon Park

Keyword(s):

Speech Recognition ◽

Multiobjective Optimization ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Discriminative Training ◽

Visual Speech ◽

Visual Speech Recognition

Download Full-text

A new look at discriminative training for hidden Markov models

Pattern Recognition Letters ◽

10.1016/j.patrec.2006.11.022 ◽

2007 ◽

Vol 28 (11) ◽

pp. 1285-1294 ◽

Author(s):

Xiaodong He ◽

Li Deng

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Discriminative Training ◽

Download Full-text

Discriminative training of hidden Markov models using a classification measure criterion

Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181) ◽

10.1109/icassp.1998.674464 ◽

2002 ◽

Author(s):

C. Chesta ◽

A. Girardi ◽

P. Laface ◽

M. Nigra

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Discriminative Training

Download Full-text

RECURSIVE PARAMETER ESTIMATION FOR ARBITRARY HIDDEN MARKOV MODELS

Adaptive Systems in Control and Signal Processing 1992 ◽

10.1016/b978-0-08-041717-2.50006-9 ◽

1993 ◽

pp. 1-4

Author(s):

P.L. Slingsby

Keyword(s):

Parameter Estimation ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Recursive Parameter Estimation

Download Full-text

Discriminative Training of Hidden Markov Models for Multiple Pitch Tracking

Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005. ◽

10.1109/icassp.2005.1416347 ◽

2006 ◽

Author(s):

F.R. Bach ◽

M.I. Jordan

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Discriminative Training ◽

Download Full-text

Computational issues in parameter estimation for stationary hidden Markov models

Computational Statistics ◽

10.1007/s00180-007-0063-y ◽

2007 ◽

Vol 23 (1) ◽

pp. 1-18 ◽

Author(s):

Jan Bulla ◽

Andreas Berzel

Keyword(s):

Parameter Estimation ◽

Hidden Markov Models ◽

Markov Models ◽

Download Full-text

Parameter estimation and restoration of noisy images using Gibbs distributions in hidden Markov models

CVGIP Graphical Models and Image Processing ◽

10.1016/1049-9652(92)90050-8 ◽

1992 ◽

Vol 54 (3) ◽

pp. 187-197 ◽

Author(s):

Yunxin Zhao ◽

Xinhua Zhuang ◽

Les Atlas ◽

Lars Anderson

Keyword(s):

Parameter Estimation ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Noisy Images ◽

Gibbs Distributions

Download Full-text