Investigating Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms

Mapping Intimacies ◽

10.31219/osf.io/69unr ◽

2019 ◽

Author(s):

Stefanie

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Discriminative Training ◽

Training Methods ◽

Theory And Experiments

In the following drafts, I will share my investigation on many famous papers.

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Extension of Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms

10.31219/osf.io/jgqmc ◽

2019 ◽

Author(s):

Stefanie

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Discriminative Training ◽

Training Methods ◽

Theory And Experiments

In the following drafts, I will share my investigation on many famous papers.

Download Full-text

Discriminative training methods for hidden Markov models

10.3115/1118693.1118694 ◽

2002 ◽

Cited By ~ 435

Author(s):

Michael Collins

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Discriminative Training ◽

Training Methods

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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 ◽

Cited By ~ 1

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

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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 ◽

Cited By ~ 7

Author(s):

Xiaodong He ◽

Li Deng

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Discriminative Training ◽

New Look

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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

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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 ◽

Cited By ~ 14

Author(s):

F.R. Bach ◽

M.I. Jordan

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Discriminative Training ◽

Pitch Tracking

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Large-Margin Discriminative Training of Hidden Markov Models for Speech Recognition

International Conference on Semantic Computing (ICSC 2007) ◽

10.1109/icosc.2007.4338378 ◽

2007 ◽

Cited By ~ 2

Author(s):

Dong Yu ◽

Li Deng

Keyword(s):

Speech Recognition ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Discriminative Training ◽

Large Margin

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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 ◽

Cited By ~ 15

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

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A Discriminative Training Algorithm for Hidden Markov Models

IEEE Transactions on Speech and Audio Processing ◽

10.1109/tsa.2003.822639 ◽

2004 ◽

Vol 12 (3) ◽

pp. 204-217 ◽

Cited By ~ 31

Author(s):

A. Ben-Yishai ◽

D. Burshtein

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Discriminative Training ◽

Training Algorithm

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Competitive training: a connectionist approach to the discriminative training of hidden Markov models

IEE Proceedings I Communications Speech and Vision ◽

10.1049/ip-i-2.1991.0008 ◽

1991 ◽

Vol 138 (1) ◽

pp. 61 ◽

Cited By ~ 6

Author(s):

S.J. Young

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Discriminative Training ◽

Connectionist Approach

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