Symposium on Machine Learning in Speech and Language Processing (MLSLP)

Portland, Oregon, USA
September 14, 2012



Bibliographic Reference

[MLSLP-2012] ITRW, ed. by ISCA Archive, http://www.isca-speech.org/archive/mlslp_2012


Introduction to the Workshop



Author Index and Quick Access to Abstracts

Full papers and/or presentations can be accessed from the abstracts. Please note that each abstract opens in a separate tab or window.

Arora   Ben-David   Celebi   van Compernolle (30)   van Compernolle (Invited)   Cox   van Dalen   Daumé III   Delcroix   DeMarco   Deng   Dhillon   Dikici   Fosler-Lussier   Gales   Heigold   Hsieh   Keshet   Khudanpur   Lehr   Livescu (22)   Livescu (34)   Magimai-Doss   Makino   Marcel   Matsuo   McDermott   Metze   Nakamura   Nakatani   Nallasamy   Nishikawa   Ogawa   Ostendorf   Poon   Prabhavalkar   Prud'hommeaux   Ragni   Ravikumar   Roark   Roy   Sagae   Saraclar   Schultz   Shafran   Sustik   Van hamme   Xu   Yılmaz   Zhang, Austin   Zhang, Bin  

Table of Contents and Access to Abstracts

Oral and Invited Talks (abstracts and presentations; no full papers)

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

Ben-David, Shai: "Theoretical analysis of domain adaptation - current state of the art".

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

Compernolle, Dirk van: "Large vocabulary template based speech recognition".

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

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

Poon, Hoifung: "Unsupervised semantic parsing".

Heigold, Georg: "Exemplar-based speech recognition in a rescoring approach".

Daumé III, Hal: "Transfer learning in language"

Deng, Li: "Learning deep architectures using kernel modules".

Poster Session (full papers)

DeMarco, Andrea / Cox, Stephen J.: "Iterative classification of regional British accents in i-vector space", 1-4.

Nishikawa, Hitoshi / Makino, Toshiro / Matsuo, Yoshihiro: "Domain adaptation with augmented space method for multi-domain contact center dialogue summarization", 5-8.

Delcroix, Marc / Ogawa, Atsunori / Nakatani, Tomohiro / Nakamura, Atsushi: "Dynamic variance adaptation using differenced maximum mutual information", 9-12.

Nallasamy, Udhyakumar / Metze, Florian / Schultz, Tanja: "Semi-supervised learning for speech recognition in the context of accent adaptation", 13-17.

Roy, Anindya / Magimai-Doss, Mathew / Marcel, Sébastien: "Boosting localized binary features for speech recognition", 18-21.

Prabhavalkar, Rohit / Keshet, Joseph / Livescu, Karen / Fosler-Lussier, Eric: "Discriminative spoken term detection with limited data", 22-25.

Zhang, Bin / Ostendorf, Mari: "Semi-supervised learning for text classification using feature affinity regularization", 26-29.

Yılmaz, Emre / Compernolle, Dirk Van / Van hamme, Hugo: "Combining exemplar-based matching and exemplar-based sparse representations of speech", 30-33.

Arora, Raman / Livescu, Karen: "Kernel CCA for multi-view learning of acoustic features using articulatory measurements", 34-37.