Sequence classification via large margin hidden Markov models

Data Mining and Knowledge Discovery ◽

10.1007/s10618-010-0206-6 ◽

2010 ◽

Vol 23 (2) ◽

pp. 322-344 ◽

Author(s):

Minyoung Kim ◽

Vladimir Pavlovic

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Sequence Classification ◽

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Large Margin Hidden Markov Models for Automatic Speech Recognition

Advances in Neural Information Processing Systems 19 ◽

10.7551/mitpress/7503.003.0161 ◽

2007 ◽

Keyword(s):

Speech Recognition ◽

Hidden Markov Models ◽

Automatic Speech Recognition ◽

Markov Models ◽

Hidden Markov ◽

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Large Margin Hidden Markov Models in command recognition and speaker verification problems

2008 15th International Conference on Systems, Signals and Image Processing ◽

10.1109/iwssip.2008.4604407 ◽

2008 ◽

Author(s):

P. Dymarski ◽

S. Wydra

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Speaker Verification ◽

Hidden Markov ◽

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A fast online algorithm for large margin training of continuous density hidden Markov models

10.21437/interspeech.2009-233 ◽

2009 ◽

Author(s):

Chih-Chieh Cheng ◽

Fei Sha ◽

Lawrence K. Saul

Keyword(s):

Hidden Markov Models ◽

Online Algorithm ◽

Markov Models ◽

Hidden Markov ◽

Large Margin ◽

Continuous Density

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Hierarchical Command Recognition Based on Large Margin Hidden Markov Models

Hidden Markov Models, Theory and Applications ◽

10.5772/14747 ◽

2011 ◽

Author(s):

Przemyslaw Dymarski

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

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Large margin training for hidden Markov models with partially observed states

Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 ◽

10.1145/1553374.1553408 ◽

2009 ◽

Author(s):

Trinh-Minh-Tri Do ◽

Thierry Artières

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Large Margin ◽

Partially Observed

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Maximum margin hidden Markov models for sequence classification

Pattern Recognition Letters ◽

10.1016/j.patrec.2016.03.017 ◽

2016 ◽

Vol 77 ◽

pp. 14-20 ◽

Author(s):

Nikolaus Mutsam ◽

Franz Pernkopf

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Sequence Classification ◽

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Hidden Markov models for gene sequence classification

Pattern Analysis and Applications ◽

10.1007/s10044-015-0508-9 ◽

2015 ◽

Vol 19 (3) ◽

pp. 793-805 ◽

Author(s):

Andrea Mesa ◽

Sebastián Basterrech ◽

Gustavo Guerberoff ◽

Fernando Alvarez-Valin

Keyword(s):

Hidden Markov Models ◽

Gene Sequence ◽

Markov Models ◽

Hidden Markov ◽

Sequence Classification

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Online Learning and Acoustic Feature Adaptation in Large-Margin Hidden Markov Models

IEEE Journal of Selected Topics in Signal Processing ◽

10.1109/jstsp.2010.2048607 ◽

2010 ◽

Vol 4 (6) ◽

pp. 926-942 ◽

Author(s):

Chih-Chieh Cheng ◽

Fei Sha ◽

Lawrence K. Saul

Keyword(s):

Online Learning ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Acoustic Feature ◽

Large Margin ◽

Feature Adaptation

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Boosted Large-Margin Estimation of hidden Markov models for speech recognition

2012 IEEE 11th International Conference on Signal Processing ◽

10.1109/icosp.2012.6491546 ◽

2012 ◽

Author(s):

Shuangyin Xu ◽

Dan Qu

Keyword(s):

Speech Recognition ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

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Large-Margin Estimation of Hidden Markov Models With Second-Order Cone Programming for Speech Recognition

IEEE Transactions on Audio Speech and Language Processing ◽

10.1109/tasl.2010.2096213 ◽

2011 ◽

Vol 19 (6) ◽

pp. 1652-1664 ◽

Author(s):

Dalei Wu ◽

Yan Yin ◽

Hui Jiang

Keyword(s):

Speech Recognition ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Second Order ◽

Cone Programming ◽

Second Order Cone Programming ◽

Large Margin ◽

Second Order Cone

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