Searching for "Hidden Conditional Random Fields." – sorted by Relevance.

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14 documents found, showing 1 through 10. Next 10 →

Training algorithms for hidden conditional random fields
by Milind Mahajan, Asela Gunawardana, Alex Acero — 2006 — In Proc. ICASSP
…TRAINING ALGORITHMS FOR HIDDEN CONDITIONAL RANDOM FIELDS ABSTRACT We investigate algorithms…
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Hidden conditional random fields for phone classification
by Asela Gunawardana, Milind Mahajan, Alex Acero, John C. Platt — 2005 — in Interspeech
…Hidden Conditional Random Fields for Phone Classification Asela Gunawardana, Milind Mahajan, Alex…
Cited by 27 (5 self) – Add To MetaCart

Regularization, adaptation, and non-independent features improve hidden conditional random fields
by Yun-hsuan Sung, Constantinos Boulis, Christopher Manning, Dan Jurafsky — in IEEE ASRU Workshop
…REGULARIZATION, ADAPTATION, AND NON-INDEPENDENT FEATURES IMPROVE HIDDEN CONDITIONAL RANDOM FIELDS…
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Hidden-state conditional random fields
by A. Quattoni, S. Wang, L. -p Morency, M. Collins, T. Darrell, Mit Csail — 2007 — IEEE Transactions on Pattern Analysis and Machine Intelligence
…Hidden-state Conditional Random Fields A. Quattoni, S. Wang, L.-P Morency, M. Collins, T. Darrell…
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Learning a Discriminative Hidden Part Model for Human Action Recognition
by Yang Wang, Greg Mori
… model is based on the recently proposed hidden conditional random field (hCRF) for object recognition…
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LARGE MARGIN GAUSSIAN MIXTURE MODELING FOR PHONETIC CLASSIFICATION AND RECOGNITION
by unknown authors
… are competitive with other state-of-the-art classifiers, such as hidden conditional random fields. 1. INTRODUCTION…
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Statistical spoken language understanding: from generative model to conditional model
by Ye-yi Wang, John Lee, Milind Mahajan, Alex Acero — 2005 — Workshop on Advances in Structured Learning for Text and Speech Processing at NIPS, Decem and LEE: ON THE USE OF STRUCTURES FOR SPOKEN LANGUAGE UNDERSTANDING ber
… the understanding accuracy. We have tried direct porting of the HMM/CFG composite model to Hidden Conditional Random…
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Augmented Statistical Models for Classifying Sequence Data
by Martin Layton — 2006
… Hidden conditional random field HLDA Heteroscedastic linear discriminant analysis HMM Hidden Markov model…
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Combining Statistical and Knowledgebased Spoken Language Understanding
by Ye-yi Wang, Alex Acero, Milind Mahajan — 2006 — in Conditional Models. COLING/ACL
… exploited conditional models by directly porting the HMM/CFG model to Hidden Conditional Random Fields…
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Noise Robust Phonetic Classification with Linear Regularized Least Squares and Second-Order Features
by Ryan Rifkin, Jake Bouvrie — 2007 — Proc. ICASSP 2007, under submission
…. Our results also compare favorably to recently reported results using hidden conditional random fields…
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