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Une nouvelle approche de modélisation du langage par des réseaux Bayésiens dynamiques
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In: XXVes Journées d'Etudes sur la Parole - JEP-TALN-RECITAL 2004 ; https://hal.inria.fr/inria-00107785 ; XXVes Journées d'Etudes sur la Parole - JEP-TALN-RECITAL 2004, 2004, Fès, Maroc (2004)
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82 |
Language modeling using dynamic Bayesian networks
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In: 4th International Conference on Language Resources and Evaluation - LREC 2004 ; https://hal.inria.fr/inria-00107786 ; 4th International Conference on Language Resources and Evaluation - LREC 2004, 2004, Lisbonne, Portugal (2004)
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83 |
Statistical Feature Language Model
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In: 8th International Conference on Spoken Language Processing - ICSLP' 2004 ; https://hal.inria.fr/inria-00100021 ; 8th International Conference on Spoken Language Processing - ICSLP' 2004, 2004, Jeju, South Korea. 4 p (2004)
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87 |
Understanding speech based on a Bayesian concept extraction method
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In: Sixth International Conference on Text Speech and Dialogue - TSD'03 ; https://hal.inria.fr/inria-00099696 ; Sixth International Conference on Text Speech and Dialogue - TSD'03, Sep 2003, Ceské-Budejovic, République Tchèque, France. 8 p (2003)
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88 |
Understanding process for speech recognition
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In: Eighth European Conference on Speech Communication and Technology - EuroSpeech'03 ; https://hal.inria.fr/inria-00099695 ; Eighth European Conference on Speech Communication and Technology - EuroSpeech'03, Sep 2003, Genève, Suisse, France. 4 p (2003)
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89 |
Événements impossibles en modélisation stochastique du langage
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In: ISSN: 1248-9433 ; EISSN: 1965-0906 ; Revue TAL ; https://hal.inria.fr/inria-00099594 ; Revue TAL, ATALA (Association pour le Traitement Automatique des Langues), 2003, 44 (1), pp.33-61 (2003)
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90 |
Statistical Language Modeling Based on Variable-Length Sequences
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In: ISSN: 0885-2308 ; EISSN: 1095-8363 ; Computer Speech and Language ; https://hal.inria.fr/inria-00099785 ; Computer Speech and Language, Elsevier, 2003, 17 (1), pp.27-41 (2003)
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91 |
Dynamic Topic Identification : Introduction of Trigger pairs in the Cache Model
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In: International Workshop Speech and Computer 2002 - SPECOM'2002 ; https://hal.inria.fr/inria-00100828 ; International Workshop Speech and Computer 2002 - SPECOM'2002, 2002, St-Petersburg, Russia, 4 p (2002)
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Abstract:
Colloque avec actes et comité de lecture. internationale. ; International audience ; This paper focuses on dynamic topic identification for adaptive statistical language modeling in automatic speech recognition. It proposes a more correct solution of the cache model presented in from a mathematical point of view, which constitutes at the same time a simplification and an improvement of the model. Moreover, an original solution is put forward to overcome some limitations of this model. This new solution proposes to take into account the underlying semantic concepts of the text by introducing triggers of words into the cache memory. The relative identification accuracy is assessed on a newspaper corpus, highlighting a small increase of identification rate. In practice, the original cache model achieves an identification rate of 79.5%. Making use of the triggers, the feasibility of the task is investigated by an improvement of 1.2% in identification rate. This study is thus devoted to the specification of a possible direction to perform well dynamic topic identification for automatic speech recognition.
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Keyword:
[INFO.INFO-OH]Computer Science [cs]/Other [cs.OH]; cache model; identification du thème; modèle cache; modèles de langage statistiques; reconnaissance de la parole; speech recognition; statistical language models; topic identification; triggers
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URL: https://hal.inria.fr/inria-00100828
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92 |
Projet RAIVES (Recherche Automatique d'Informations Verbales Et Sonores) vers l'extraction et la structuration de données radiophoniques sur Internet
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In: https://hal.inria.fr/inria-00107633 ; [Contrat] A02-R-553 || parlangeau-valles02a, IRIT - Institut de recherche en informatique de Toulouse; LORIA (Université de Lorraine, CNRS, INRIA). 2002 (2002)
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93 |
Détection de séquences par sélection de l'historique : application à la reconnaissance automatique de la parole
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In: XXIVe Journées d'Etudes sur la Parole - JEP'2002 ; https://hal.inria.fr/inria-00107575 ; XXIVe Journées d'Etudes sur la Parole - JEP'2002, Jun 2002, Nancy, France, pp.301 (2002)
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94 |
Retrieving phrases by selecting the history: application to Automatic Speech Recognition
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In: 7th International Conference on Spoken Language Processing - ICSLP'2002 ; https://hal.inria.fr/inria-00100805 ; 7th International Conference on Spoken Language Processing - ICSLP'2002, Sep 2002, Denver, USA, pp.721 (2002)
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97 |
Statistical Language Model based on a Hierarchical Approach : MCnv
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In: 7th european conference on speech communication and technology - EUROSPEECH 2001 ; https://hal.inria.fr/inria-00100677 ; 7th european conference on speech communication and technology - EUROSPEECH 2001, 2001, Aalborg, Denmark, pp.29 (2001)
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98 |
A comparative study of Topic Identification on Newspaper and E-mail
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In: Proceedings of the 8th International Symposium on String Processing and Information Retrieval - SPIRE'01 ; https://hal.inria.fr/inria-00107535 ; Proceedings of the 8th International Symposium on String Processing and Information Retrieval - SPIRE'01, 2001, Laguna de San Rafael, Chili, pp.238-241 (2001)
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99 |
Improving Statistical Language Models by Removing Impossible Events
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In: Proceedings of the International Workshop "Speech and Computer" - SPECOM 2001 ; https://hal.inria.fr/inria-00100651 ; Proceedings of the International Workshop "Speech and Computer" - SPECOM 2001, 2001, Moscow, Russia, 4 p (2001)
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100 |
Experiment Analysis in Newspaper Topic Detection
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In: SPIRE 2000 - String Processing & Information Retrieval ; https://hal.inria.fr/inria-00099394 ; SPIRE 2000 - String Processing & Information Retrieval, 2000, A Coruna, Spain. pp.55 - 64 (2000)
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