Irina Illina
Orcid: 0000-0003-2598-4643
According to our database1,
Irina Illina
authored at least 103 papers
between 1996 and 2024.
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Bibliography
2024
Comput. Speech Lang., January, 2024
2023
2022
Exploration of Multi-corpus Learning for Hate Speech Classification in Low Resource Scenarios.
Proceedings of the Text, Speech, and Dialogue - 25th International Conference, 2022
Identification des Expressions Polylexicales dans les Tweets (Identification of Multiword Expressions in Tweets).
Proceedings of the Actes de la 29e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Transformer versus LSTM Language Models trained on Uncertain ASR Hypotheses in Limited Data Scenarios.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022
Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
DNN-Based Mask Estimation for Distributed Speech Enhancement in Spatially Unconstrained Microphone Arrays.
IEEE ACM Trans. Audio Speech Lang. Process., 2021
CoRR, 2021
Proceedings of the Text, Speech, and Dialogue - 24th International Conference, 2021
Exploring Conditional Language Model Based Data Augmentation Approaches for Hate Speech Classification.
Proceedings of the Text, Speech, and Dialogue - 24th International Conference, 2021
Proceedings of the Natural Language Processing and Information Systems, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Language Recognition on Unknown Conditions: The LORIA-Inria-MULTISPEECH System for AP20-OLR Challenge.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes.
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the Ninth International Workshop on Natural Language Processing for Social Media, 2021
2020
Proceedings of the Text, Speech, and Dialogue, 2020
Introduction d'informations sémantiques dans un système de reconnaissance de la parole (Despite spectacular advances in recent years, the Automatic Speech Recognition (ASR) systems still make mistakes, especially in noisy environments).
Proceedings of the Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 2020
Adaptation de domaine non supervisée pour la reconnaissance de la langue par régularisation d'un réseau de neurones (Unsupervised domain adaptation for language identification by regularization of a neural network).
Proceedings of the Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 2020
Reconnaissance automatique de la parole : génération des prononciations non natives pour l'enrichissement du lexique (In this study we propose a method for lexicon adaptation in order to improve the automatic speech recognition (ASR) of non-native speakers).
Proceedings of the Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 2020
Unsupervised Regularization of the Embedding Extractor for Robust Language Identification.
Proceedings of the Odyssey 2020: The Speaker and Language Recognition Workshop, 2020
Proceedings of the International Multi-Conference on: "Organization of Knowledge and Advanced Technologies", 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Metric Learning Loss Functions to Reduce Domain Mismatch in the x-Vector Space for Language Recognition.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
DNN-based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying, 2020
Proceedings of the First Workshop on Insights from Negative Results in NLP, 2020
2019
Speech Commun., 2019
2018
DNN Uncertainty Propagation Using GMM-Derived Uncertainty Features for Noise Robust ASR.
IEEE Signal Process. Lett., 2018
Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018
2017
Modelling Semantic Context of OOV Words in Large Vocabulary Continuous Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process., 2017
A combined evaluation of established and new approaches for speech recognition in varied reverberation conditions.
Comput. Speech Lang., 2017
Proceedings of the Human Language Technology. Challenges for Computer Science and Linguistics, 2017
Discriminative importance weighting of augmented training data for acoustic model training.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
An extended experimental investigation of DNN uncertainty propagation for noise robust ASR.
Proceedings of the Hands-free Speech Communications and Microphone Arrays, 2017
Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017
Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017
2016
Dynamic adjustment of language models for automatic speech recognition using word similarity.
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016
Proceedings of the 1st Workshop on Representation Learning for NLP, 2016
How Diachronic Text Corpora Affect Context based Retrieval of OOV Proper Names for Audio News.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Improved Neural Bag-of-Words Model to Retrieve Out-of-Vocabulary Words in Speech Recognition.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
2015
Proceedings of the Human Language Technology. Challenges for Computer Science and Linguistics, 2015
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015
Continuous word representation using neural networks for proper name retrieval from diachronic documents.
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Experience of an International Collaborative Project with First Year Programming Students.
Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015
Different word representations and their combination for proper name retrieval from diachronic documents.
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015
2014
Ajout de nouveaux noms propres au vocabulaire d'un système de transcription en utilisant un corpus diachronique.
Trait. Autom. des Langues, 2014
Proper name retrieval from diachronic documents for automatic speech transcription using lexical and temporal context.
Proceedings of the 2nd International Workshop on Speech, Language and Audio in Multimedia, 2014
2013
Temporal and Lexical Context of Diachronic Text Documents for Automatic Out-Of-Vocabulary Proper Name Retrieval.
Proceedings of the Human Language Technology. Challenges for Computer Science and Linguistics, 2013
2012
Gestion d'erreurs pour la fiabilisation des retours automatiques en apprentissage de la prosodie d'une langue seconde.
Trait. Autom. des Langues, 2012
Multilingual recognition of non-native speech using acoustic model transformation and pronunciation modeling.
Int. J. Speech Technol., 2012
Détection de transcriptions incorrectes de parole non-native dans le cadre de l'apprentissage de langues étrangères (Detection of incorrect transcriptions of non-native speech in the context of foreign language learning) [in French].
Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, 2012
Génération des prononciations de noms propres à l'aide des Champs Aléatoires Conditionnels (Pronunciation generation for proper names using Conditional Random Fields) [in French].
Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, 2012
Combining criteria for the detection of incorrect entries of non-native speech in the context of foreign language learning.
Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
Proceedings of the ISCA International Workshop on Speech and Language Technology in Education, 2011
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011
2010
Comput. Speech Lang., 2010
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010
2009
Detection of OOV words by combining acoustic confidence measures with linguistic features.
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009
2008
Comput. Speech Lang., 2008
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008
2007
Amélioration des Performances des Systèmes Automatiques de Reconnaissance de la Parole pour la Parole Non Native
CoRR, 2007
Discriminative Phoneme Sequences Extraction for Non-Native Speaker's Origin Classification
CoRR, 2007
Discriminative phoneme sequence extraction for non-native speaker's origin classification.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007
2006
Speech/Music Discrimination Based on Wavelets for Broadcast Programs.
Proceedings of the SIGMAP 2006, 2006
Proceedings of the Ninth International Conference on Spoken Language Processing, 2006
Multilingual non-native speech recognition using phonetic confusion-based acoustic model modification and graphemic constraints.
Proceedings of the Ninth International Conference on Spoken Language Processing, 2006
Fully Automated Non-Native Speech Recognition Using Confusion-Based Acoustic Model Integration and Graphemic Constraints.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Fully automated non-native speech recognition using confusion-based acoustic model integration.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005
2004
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Experiments on the accuracy of phone models and liaison processing in a French broadcast news transcription system.
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
2003
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
Tree-structured maximum a posteriori adaptation for a segment-based speech recognition system.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
1998
Assessing the importance of the segmentation probability in segment-based speech recognition.
Speech Commun., 1998
Environment normalization training and environment adaptation using mixture stochastic trajectory model.
Speech Commun., 1998
1997
Extension du modèle stochastique des mélanges de trajectoires pour la reconnaissance automatique de la parole continue.
PhD thesis, 1997
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Elimination of trajectory folding phenomenon: HMM, trajectory mixture HMM and mixture stochastic trajectory model.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1996
Proceedings of the 4th International Conference on Spoken Language Processing, 1996
Proceedings of the 4th International Conference on Spoken Language Processing, 1996
Modelling long term variability information in mixture stochastic trajectory framework.
Proceedings of the 4th International Conference on Spoken Language Processing, 1996