Scientific publications

Jabaian B., Besacier L. and Lefèvre F.. Comparison and Combination of Lightly Supervised Approaches for Language Portability of a Language Understanding System in IEEE Transactions on Audio, Speech and Language Processing, accepted, 2012.

Lefèvre F., Mostefa D., Besacier L., Esteve Y., Quignard M., Camelin N., Favre B., Jabaian B. and Rojas-Barahona L. Robustesse et portabilités multilingue et multi-domaines des systèmes de compréhension de la parole : les corpus du projet PORTMEDIA. 29èmes Journées d'Etudes sur la Parole, Grenoble, 2012.

Bougares F., Estève Y., Deléglise P., Rouvier M. and Linarès G. Avancées dans le domaine de la transcription automatique par décodage guidé. 29èmes Journées d'Etudes sur la Parole, Grenoble, 2012.

Jabaian B., Besacier L. and Lefèvre F.. Portability of Semantic Annotations for Fast Development of Dialogue Corpora. ISCA InterSpeech, Portland, 2012

Lefèvre F., Mostefa D., Besacier L., Esteve Y., Quignard M., Camelin N., Favre B., Jabaian B. and Rojas-Barahona L.. Leveraging study of robustness and portability of spoken language understanding systems across languages and domains: the Port-MEDIA corpora International Conference on Language Resources and Evaluation, Istanbul, 2012.

Camelin N., Detienne B., Huet S., Quadri D. and Lefèvre F.. Concept discovery and automatic semantic annotation for language understanding in an information-query dialogue system using Latent Dirichlet Allocation and segmental methods. in Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2011, Communications in Computer and Information Science Series, Springer, 2012, 16p, in press.

Fethi Bougares, Mickael Rouvier, Yannick Estève, Georges Linarès. Low latency combination of parallelized single-pass LVCSR systems. Interspeech, Portland, Oregon(USA), 9-13 sept. 2012.

Jabaian B., Besacier L. et Lefèvre F.. Comparaison et combinaison d’approches pour la portabilité vers une nouvelle langue d’un système de compréhension de l’oral Traitement Automatique des Langues Naturelles (TALN 2011), Montpellier, 2011.

Huet S. et Lefèvre F.. Alignement automatique pour la compréhension littérale de la parole par approche segmentale Traitement Automatique des Langues Naturelles (TALN 2011), Montpellier, 2011.

Horia Cucu, Laurent Besacier, Corneliu Burileanu, Andi Buzo. Investigating the role of machine translated text in ASR domain adaptation: unsupervised and semi-supervised methods. IEEE ASRU'2011, Hawaï, USA, dec 2011.

B. Jabaian, L. Besacier, F. Lefèvre. Combination of stochastic understanding and machine translation systems for language portability of dialogue systems. IEEE International Conference on Acoustic, Speech and Signal Processing, Prague, May 2011.

Lina Maria Rojas-Barahona & Matthieu Quignard. An Incremental Architecture for the Semantic Annotation of Dialogue Corpora with High-Level Structures. A case study for the MEDIA corpus. Proceedings of the 12th annual SIGdial Meeting on Discourse and Dialogue. SIGDIAL 2011, Portland Oregon. June 2011.

S. Huet, F. Lefèvre. Unsupervised Alignment for Segmental-based Language Understanding. EMNLP 1st Workshop on Unsupervised Learning in NLP (UNSUP), Edinburgh (UK), 2011.

N. Camelin, B. Detienne, S. Huet, D. Quadri, F. Lefèvre. Unsupervised Concept Annotation using Latent Dirichlet Allocation and Segmental Methods. EMNLP 1st Workshop on Unsupervised Learning in NLP (UNSUP), Edinburgh (UK), July 2011.

N. Camelin, B. Detienne, S. Huet, D. Quadri, F. Lefèvre. Concept Discovery for Language Understanding in an Information-Query Dialogue System. International Conference on Knowledge Discovery and Information Retrieval, KDIR 2011, Paris (France), 2011.

Lina Maria Rojas-Barahona, Thierry Bazillon, Matthieu Quignard and Fabrice Lefèvre. Using MMIL for the High Level Semantic Annotation of the French MEDIA Dialogue Corpus. Proceedings of the 9th International Conference on Computational Semantics, Oxford, January 2011.

Lina Maria Rojas-Barahona and Matthieu Quignard. An Incremental Architecture for the Semantic Annotation of Dialogue Corpora with High-Level Structures. A case study for the MEDIA corpus. Proceedings of the 12th annual SIGdial Meeting on Discourse and Dialogue. SIGDIAL 2011, Portland Oregon. June 2011.

Bassam Jabaian, Laurent Besacier and Fabrice Lefèvre, Investigating multiple approaches for SLU portability to a new language, ISCA Interspeech 2010.

Fabrice Lefèvre, Francois Mairesse and Steve Young, Cross-Lingual Spoken Language Understanding from Unaligned Data using Discriminative Classification Models and Machine Translation, ISCA Interspeech 2010.

Meurs M.-J. and Lefèvre F.. Processus de décision à base de SVM pour la composition d’arbres de frames sémantiques Traitement Automatique des Langues Naturelles (TALN 2010), Montréal (Canada), 2010.

Meurs M.-J., Lefèvre F. and de Mori R.. Approche bayesienne de la composition sémantique dans les systèmes de dialogue in Ingénierie des Systèmes d'Information, RSTI série ISI, Vol 15 :2, Hermes-Lavoisier, 20p, 2010.

Dufour Richard, Favre Benoit, Semi-supervised Part-of-speech Tagging in Speech Applications. Interspeech 2010, Makuhari(Japan), 26-30 september 2010

Alexandre Denis, Lina M. Rojas-Barahona and Matthieu Quignard, Extending MMIL Semantic Representation: Experiments in Dialogue Systems and Semantic Annotation of Corpora, in proceedings of the Fifth Joint ISO-ACL/SIGSEM Workshop on Interoperable Semantic Annotation (ISA-5), Hong Kong, January 2010.

Favre B., Bohnet B. and Hakkani-Tür D., Evaluation of Semantic Role Labeling and Dependency Parsing of Automatic Speech Recognition Output. IEEE International Conference in Acoustics, Speech and Signal Processing (ICASSP 2010), Dallas (USA), 15 March 2010

Lehuen J, Lemeunier T, A Robust Semantic Parser Designed for Spoken Dialog Sytems. IEEE International Conference on Semantic Computing (ICSC 2010), Pittsburgh, PA(USA), 22-24 sept. 2010

Lehuen J. and Lemeunier T. A Language Model for Human-Machine Dialog: The Reversible Semantic Grammar. 7th International Workshop on Natural Language Processing and Cognitive Science (NLPCS 2010), Funchal, Madeira (Portugal), 8-9 June 2010

Lehuen J. and Lemeunier T. Un Analyseur Sémantique pour le DHM : Modélisation - Réalisation - Evaluation. Traitement Automatique des Langues Naturelles (TALN 2009), Senlis (France), 24-26 juin 2009

Reports