Structured discriminative models for speech recognition
Mark Gales, Anton Ragni, Austin Zhang, Rogier van Dalen

Theoretical analysis of domain adaptation - current state of the art
Shai Ben-David

Hallucinating system outputs for discriminative language modeling
Brian Roark, Arda Celebi, Erinc Dikici, Sanjeev Khudanpur, Maider Lehr, Emily Prud'hommeaux, Kenji Sagae, Murat Saraclar, Izhak Shafran, Puyang Xu

Large vocabulary template based speech recognition
Dirk van Compernolle

An integrated framework for "margin" based sequential discriminative training over lattices based on differenced maximum mutual information (dMMI)
Erik McDermott

Sparse inverse covariance matrix estimation using quadratic approximation
Inderjit S. Dhillon, Cho-Jui Hsieh, Matyas Sustik, Pradeep Ravikumar

Unsupervised semantic parsing
Hoifung Poon

Exemplar-based speech recognition in a rescoring approach
Georg Heigold

Transfer learning in language
Hal Daumé

Learning deep architectures using kernel modules
Li Deng

Iterative classification of regional British accents in i-vector space
Andrea DeMarco, Stephen J. Cox

Domain adaptation with augmented space method for multi-domain contact center dialogue summarization
Hitoshi Nishikawa, Toshiro Makino, Yoshihiro Matsuo

Dynamic variance adaptation using differenced maximum mutual information
Marc Delcroix, Atsunori Ogawa, Tomohiro Nakatani, Atsushi Nakamura

Semi-supervised learning for speech recognition in the context of accent adaptation
Udhyakumar Nallasamy, Florian Metze, Tanja Schultz

Boosting localized binary features for speech recognition
Anindya Roy, Mathew Magimai-Doss, Sébastien Marcel

Discriminative spoken term detection with limited data
Rohit Prabhavalkar, Joseph Keshet, Karen Livescu, Eric Fosler-Lussier

Semi-supervised learning for text classification using feature affinity regularization
Bin Zhang, Mari Ostendorf

Combining exemplar-based matching and exemplar-based sparse representations of speech
Emre Yılmaz, Dirk Van Compernolle, Hugo Van hamme

Kernel CCA for multi-view learning of acoustic features using articulatory measurements
Raman Arora, Karen Livescu