Cross-lingual Matryoshka Representation Learning across Speech and Text.

Irina Illina https://members.loria.fr/IIllina/ https://scholar.google.com/citations?user=nLQkiAwAAAAJ

Yaya Sy Dioula Doucouré Christophe Cerisara Irina Illina Cross-lingual Matryoshka Representation Learning across Speech and Text. 2026 February abs/2602.19991 CoRR https://doi.org/10.48550/arXiv.2602.19991 db/journals/corr/corr2602.html#abs-2602-19991 streams/journals/corr

Tian Huang Tom Bourgeade Irina Illina LLM-Based Data Generation and Clinical Skills Evaluation for Low-Resource French OSCEs. 2026 April abs/2604.08126 CoRR https://doi.org/10.48550/arXiv.2604.08126 db/journals/corr/corr2604.html#abs-2604-08126 streams/journals/corr

Raphaël Bagat Irina Illina Emmanuel Vincent 0001 Mixture of LoRA Experts for Low-Resourced Multi-Accent Automatic Speech Recognition. 2025 INTERSPEECH https://doi.org/10.21437/Interspeech.2025-775 conf/interspeech/2025 db/conf/interspeech/interspeech2025.html#BagatI025 Yaya Sy Christophe Cerisara Irina Illina Efficient One-shot Compression via Low-Rank Local Feature Distillation. 5643-5661 2025 NAACL (Long Papers) https://doi.org/10.18653/v1/2025.naacl-long.291 https://aclanthology.org/2025.naacl-long.291/ conf/naacl/2025-1 db/conf/naacl/naacl2025-1.html#SyCI25 streams/conf/naacl

Raphaël Bagat Irina Illina Emmanuel Vincent 0001 Mixture of LoRA Experts for Low-Resourced Multi-Accent Automatic Speech Recognition. 2025 May abs/2505.20006 CoRR https://doi.org/10.48550/arXiv.2505.20006 db/journals/corr/corr2505.html#abs-2505-20006 streams/journals/corr

Yaya Sy Dioula Doucouré Christophe Cerisara Irina Illina Speech Language Models for Under-Represented Languages: Insights from Wolof. 2025 September abs/2509.15362 CoRR https://doi.org/10.48550/arXiv.2509.15362 db/journals/corr/corr2509.html#abs-2509-15362 streams/journals/corr

Yaya Sy Christophe Cerisara Irina Illina BaldWhisper: Faster Whisper with Head Shearing and Layer Merging. 2025 October abs/2510.08599 CoRR https://doi.org/10.48550/arXiv.2510.08599 db/journals/corr/corr2510.html#abs-2510-08599 streams/journals/corr

Raphaël Bagat Irina Illina Emmanuel Vincent 0001 BEST-RQ-Based Self-Supervised Learning for Whisper Domain Adaptation. 2025 October abs/2510.24570 CoRR https://doi.org/10.48550/arXiv.2510.24570 db/journals/corr/corr2510.html#abs-2510-24570 streams/journals/corr

Imran A. Sheikh Emmanuel Vincent 0001 Irina Illina Training RNN language models on uncertain ASR hypotheses in limited data scenarios. 101555 2024 January 83 Comput. Speech Lang. https://doi.org/10.1016/j.csl.2023.101555 db/journals/csl/csl83.html#SheikhVI24

Yaya Sy Christophe Cerisara Irina Illina Lillama: Large Language Models Compression via Low-Rank Feature Distillation. 2024 abs/2412.16719 CoRR https://doi.org/10.48550/arXiv.2412.16719 db/journals/corr/corr2412.html#abs-2412-16719 streams/journals/corr

Nicolas Furnon Romain Serizel Slim Essid Irina Illina SAMbA: Speech enhancement with Asynchronous ad-hoc Microphone Arrays. 2023 abs/2307.16582 CoRR https://doi.org/10.48550/arXiv.2307.16582 db/journals/corr/corr2307.html#abs-2307-16582

Tulika Bose Nikolaos Aletras Irina Illina Dominique Fohr Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection. 372-382 2022 ACL (Findings) https://doi.org/10.18653/v1/2022.findings-acl.32 https://aclanthology.org/2022.findings-acl.32 conf/acl/2022f db/conf/acl/acl2022f.html#BoseAIF22 Tulika Bose Nikolaos Aletras Irina Illina Dominique Fohr Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection. 6656-6666 2022 COLING https://aclanthology.org/2022.coling-1.578 conf/coling/2022 db/conf/coling/coling2022.html#BoseAIF22 Tulika Bose Irina Illina Dominique Fohr Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection. 453-467 2022 AACL/IJCNLP (1) https://doi.org/10.18653/v1/2022.aacl-main.35 https://aclanthology.org/2022.aacl-main.35 conf/ijcnlp/2022-1 db/conf/ijcnlp/ijcnlp2022-1.html#BoseIF22 Nicolas Zampieri Carlos Ramisch Irina Illina Dominique Fohr Identification of Multiword Expressions in Tweets for Hate Speech Detection. 202-210 2022 LREC https://aclanthology.org/2022.lrec-1.22 conf/lrec/2022 db/conf/lrec/lrec2022.html#ZampieriRIF22 Imran A. Sheikh Emmanuel Vincent 0001 Irina Illina Transformer versus LSTM Language Models trained on Uncertain ASR Hypotheses in Limited Data Scenarios. 393-399 2022 LREC https://aclanthology.org/2022.lrec-1.41 conf/lrec/2022 db/conf/lrec/lrec2022.html#Sheikh0I22 Dana Ruiter Liane Reiners Ashwin Geet D'Sa Thomas Kleinbauer Dominique Fohr Irina Illina Dietrich Klakow Christian Schemer Angeliki Monnier Placing M-Phasis on the Plurality of Hate: A Feature-Based Corpus of Hate Online. 791-804 2022 LREC https://aclanthology.org/2022.lrec-1.84 conf/lrec/2022 db/conf/lrec/lrec2022.html#RuiterRDKFIKSM22 Nicolas Zampieri Carlos Ramisch Irina Illina Dominique Fohr Identification des Expressions Polylexicales dans les Tweets (Identification of Multiword Expressions in Tweets). 365-373 2022 TALN-RECITAL https://aclanthology.org/2022.jeptalnrecital-taln.36 conf/taln/2022-1 db/conf/taln/taln2022-1.html#ZampieriRIF22 Ashwin Geet D'Sa Irina Illina Dominique Fohr Awais Akbar Exploration of Multi-corpus Learning for Hate Speech Classification in Low Resource Scenarios. 238-250 2022 TSD https://doi.org/10.1007/978-3-031-16270-1_20 conf/tsd/2022 db/conf/tsd/tsd2022.html#DSaIFA22

Tulika Bose Nikolaos Aletras Irina Illina Dominique Fohr Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection. 2022 abs/2203.12536 CoRR https://doi.org/10.48550/arXiv.2203.12536 db/journals/corr/corr2203.html#abs-2203-12536

Dana Ruiter Liane Reiners Ashwin Geet D'Sa Thomas Kleinbauer Dominique Fohr Irina Illina Dietrich Klakow Christian Schemer Angeliki Monnier Placing M-Phasis on the Plurality of Hate: A Feature-Based Corpus of Hate Online. 2022 abs/2204.13400 CoRR https://doi.org/10.48550/arXiv.2204.13400 db/journals/corr/corr2204.html#abs-2204-13400

Tulika Bose Nikolaos Aletras Irina Illina Dominique Fohr Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection. 2022 abs/2209.08681 CoRR https://doi.org/10.48550/arXiv.2209.08681 db/journals/corr/corr2209.html#abs-2209-08681

Tulika Bose Irina Illina Dominique Fohr Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection. 2022 abs/2210.09340 CoRR https://doi.org/10.48550/arXiv.2210.09340 db/journals/corr/corr2210.html#abs-2210-09340

Nicolas Furnon Romain Serizel Slim Essid Irina Illina DNN-Based Mask Estimation for Distributed Speech Enhancement in Spatially Unconstrained Microphone Arrays. 2310-2323 2021 29 IEEE ACM Trans. Audio Speech Lang. Process. https://doi.org/10.1109/TASLP.2021.3092838 db/journals/taslp/taslp29.html#FurnonSEI21

Tulika Bose Irina Illina Dominique Fohr Unsupervised Domain Adaptation in Cross-corpora Abusive Language Detection. 113-122 2021 SocialNLP@NAACL https://doi.org/10.18653/v1/2021.socialnlp-1.10 conf/acl-socialnlp/2021 db/conf/acl-socialnlp/acl-socialnlp2021.html#BoseIF21 Nicolas Furnon Romain Serizel Slim Essid Irina Illina Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes. 1095-1099 2021 EUSIPCO https://doi.org/10.23919/EUSIPCO54536.2021.9616358 conf/eusipco/2021 db/conf/eusipco/eusipco2021.html#FurnonSEI21 Nicolas Furnon Romain Serizel Irina Illina Slim Essid Distributed Speech Separation in Spatially Unconstrained Microphone Arrays. 4490-4494 2021 ICASSP https://doi.org/10.1109/ICASSP39728.2021.9414758 conf/icassp/2021 db/conf/icassp/icassp2021.html#FurnonSIE21 Raphaël Duroselle Md. Sahidullah Denis Jouvet Irina Illina Modeling and Training Strategies for Language Recognition Systems. 1494-1498 2021 Interspeech https://doi.org/10.21437/Interspeech.2021-277 conf/interspeech/2021 db/conf/interspeech/interspeech2021.html#DuroselleSJI21 Dominique Fohr Irina Illina BERT-Based Semantic Model for Rescoring N-Best Speech Recognition List. 1867-1871 2021 Interspeech https://doi.org/10.21437/Interspeech.2021-313 conf/interspeech/2021 db/conf/interspeech/interspeech2021.html#FohrI21 Raphaël Duroselle Md. Sahidullah Denis Jouvet Irina Illina Language Recognition on Unknown Conditions: The LORIA-Inria-MULTISPEECH System for AP20-OLR Challenge. 3256-3260 2021 Interspeech https://doi.org/10.21437/Interspeech.2021-276 conf/interspeech/2021 db/conf/interspeech/interspeech2021.html#DuroselleSJI21a Nicolas Zampieri Irina Illina Dominique Fohr Multiword Expression Features for Automatic Hate Speech Detection. 156-164 2021 NLDB https://doi.org/10.1007/978-3-030-80599-9_14 conf/nldb/2021 db/conf/nldb/nldb2021.html#ZampieriIF21 Ashwin Geet D'Sa Irina Illina Dominique Fohr Dietrich Klakow Dana Ruiter Exploring Conditional Language Model Based Data Augmentation Approaches for Hate Speech Classification. 135-146 2021 TDS https://doi.org/10.1007/978-3-030-83527-9_12 conf/tsd/2021 db/conf/tsd/tsd2021.html#DSaIFKR21 Irina Illina Dominique Fohr DNN-Based Semantic Rescoring Models for Speech Recognition. 357-370 2021 TDS https://doi.org/10.1007/978-3-030-83527-9_30 conf/tsd/2021 db/conf/tsd/tsd2021.html#IllinaF21

Nicolas Zampieri Irina Illina Dominique Fohr Improving Automatic Hate Speech Detection with Multiword Expression Features. 2021 abs/2106.00237 CoRR https://arxiv.org/abs/2106.00237 db/journals/corr/corr2106.html#abs-2106-00237

Nicolas Furnon Romain Serizel Slim Essid Irina Illina Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes. 2021 abs/2106.07939 CoRR https://arxiv.org/abs/2106.07939 db/journals/corr/corr2106.html#abs-2106-07939

Ashwin Geet D'Sa Irina Illina Dominique Fohr Dietrich Klakow Dana Ruiter Label Propagation-Based Semi-Supervised Learning for Hate Speech Classification. 54-59 2020 Insights https://doi.org/10.18653/v1/2020.insights-1.8 https://aclanthology.org/2020.insights-1.8/ conf/acl-insights/2020 db/conf/acl-insights/acl-insights2020.html#DSaIFKR20 Ashwin Geet D'Sa Irina Illina Dominique Fohr Towards Non-Toxic Landscapes: Automatic Toxic Comment Detection Using DNN. 21-25 2020 TRAC@LREC https://aclanthology.org/2020.trac-1.4/ conf/acl-trac/2020 db/conf/acl-trac/acl-trac2020.html#DSaIF20 Nicolas Furnon Romain Serizel Irina Illina Slim Essid DNN-based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays. 4672-4676 2020 ICASSP https://doi.org/10.1109/ICASSP40776.2020.9054643 conf/icassp/2020 db/conf/icassp/icassp2020.html#FurnonSIE20 Raphaël Duroselle Denis Jouvet Irina Illina Metric Learning Loss Functions to Reduce Domain Mismatch in the x-Vector Space for Language Recognition. 447-451 2020 INTERSPEECH https://doi.org/10.21437/Interspeech.2020-1708 conf/interspeech/2020 db/conf/interspeech/interspeech2020.html#DuroselleJI20 Imran A. Sheikh Emmanuel Vincent 0001 Irina Illina On Semi-Supervised LF-MMI Training of Acoustic Models with Limited Data. 986-990 2020 INTERSPEECH https://doi.org/10.21437/Interspeech.2020-2242 conf/interspeech/2020 db/conf/interspeech/interspeech2020.html#Sheikh0I20 Ashwin Geet D'Sa Irina Illina Dominique Fohr BERT and fastText Embeddings for Automatic Detection of Toxic Speech. 1-5 2020 OCTA https://doi.org/10.1109/OCTA49274.2020.9151853 conf/octa/2020 db/conf/octa/octa2020.html#DSaIF20 Raphaël Duroselle Denis Jouvet Irina Illina Unsupervised Regularization of the Embedding Extractor for Robust Language Identification. 39-46 2020 Odyssey https://doi.org/10.21437/Odyssey.2020-6 conf/odyssey/2020 db/conf/odyssey/odyssey2020.html#DuroselleJI20 Ismael Bada Dominique Fohr Irina Illina 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). 27-35 2020 JEP-TALN-RECITAL (1) https://aclanthology.org/2020.jeptalnrecital-jep.4/ conf/taln/2020-1 db/conf/taln/taln2020-1.html#BadaFI20 Raphaël Duroselle Denis Jouvet Irina Illina 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). 190-198 2020 JEP-TALN-RECITAL (1) https://aclanthology.org/2020.jeptalnrecital-jep.22/ conf/taln/2020-1 db/conf/taln/taln2020-1.html#DuroselleJI20 Stephane Level Irina Illina Dominique Fohr 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). 362-369 2020 JEP-TALN-RECITAL (1) https://aclanthology.org/2020.jeptalnrecital-jep.41/ conf/taln/2020-1 db/conf/taln/taln2020-1.html#LevelIF20 Stephane Level Irina Illina Dominique Fohr Introduction of Semantic Model to Help Speech Recognition. 377-385 2020 TDS https://doi.org/10.1007/978-3-030-58323-1_41 conf/tsd/2020 db/conf/tsd/tsd2020.html#LevelIF20

Nicolas Furnon Romain Serizel Irina Illina Slim Essid DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays. 2020 abs/2002.06016 CoRR https://arxiv.org/abs/2002.06016 db/journals/corr/corr2002.html#abs-2002-06016

Dominique Fohr Irina Illina DNN-Based Semantic Model for Rescoring N-best Speech Recognition List. 2020 abs/2011.00975 CoRR https://arxiv.org/abs/2011.00975 db/journals/corr/corr2011.html#abs-2011-00975

Nancy Bertin Ewen Camberlein Romain Lebarbenchon Emmanuel Vincent 0001 Sunit Sivasankaran Irina Illina Frédéric Bimbot VoiceHome-2, an extended corpus for multichannel speech processing in real homes. 68-78 2019 106 Speech Commun. https://doi.org/10.1016/j.specom.2018.11.002 https://www.wikidata.org/entity/Q128901910 db/journals/speech/speech106.html#BertinCLVSIB19

Ashwin Geet D'Sa Irina Illina Dominique Fohr Towards non-toxic landscapes: Automatic toxic comment detection using DNN. 2019 abs/1911.08395 CoRR http://arxiv.org/abs/1911.08395 db/journals/corr/corr1911.html#abs-1911-08395

Karan Nathwani Emmanuel Vincent 0001 Irina Illina DNN Uncertainty Propagation Using GMM-Derived Uncertainty Features for Noise Robust ASR. 338-342 2018 25 IEEE Signal Process. Lett. 3 https://doi.org/10.1109/LSP.2018.2791534 db/journals/spl/spl25.html#NathwaniVI18

Badr Abdullah Irina Illina Dominique Fohr Dynamic Extension of ASR Lexicon Using Wikipedia Data. 36-42 2018 SLT https://doi.org/10.1109/SLT.2018.8639592 https://www.wikidata.org/entity/Q87832889 conf/slt/2018 db/conf/slt/slt2018.html#AbdullahIF18

Sunit Sivasankaran Emmanuel Vincent 0001 Irina Illina A combined evaluation of established and new approaches for speech recognition in varied reverberation conditions. 444-460 2017 46 Comput. Speech Lang. https://doi.org/10.1016/j.csl.2017.02.003 db/journals/csl/csl46.html#SivasankaranVI17

Imran A. Sheikh Dominique Fohr Irina Illina Georges Linarès Modelling Semantic Context of OOV Words in Large Vocabulary Continuous Speech Recognition. 598-610 2017 25 IEEE ACM Trans. Audio Speech Lang. Process. 3 https://doi.org/10.1109/TASLP.2017.2651361 db/journals/taslp/taslp25.html#SheikhFIL17

Karan Nathwani Emmanuel Vincent 0001 Irina Illina Consistent DNN uncertainty training and decoding for robust ASR. 185-192 2017 ASRU https://doi.org/10.1109/ASRU.2017.8268934 conf/asru/2017 db/conf/asru/asru2017.html#NathwaniVI17 Imran A. Sheikh Dominique Fohr Irina Illina Topic segmentation in ASR transcripts using bidirectional RNNS for change detection. 512-518 2017 ASRU https://doi.org/10.1109/ASRU.2017.8268979 conf/asru/2017 db/conf/asru/asru2017.html#SehikhFI17 Karan Nathwani Juan Andres Morales-Cordovilla Sunit Sivasankaran Irina Illina Emmanuel Vincent 0001 An extended experimental investigation of DNN uncertainty propagation for noise robust ASR. 26-30 2017 HSCMA https://doi.org/10.1109/HSCMA.2017.7895555 conf/hscma/2017 db/conf/hscma/hscma2017.html#NathwaniMSIV17 Sunit Sivasankaran Emmanuel Vincent 0001 Irina Illina Discriminative importance weighting of augmented training data for acoustic model training. 4885-4889 2017 ICASSP https://doi.org/10.1109/ICASSP.2017.7953085 conf/icassp/2017 db/conf/icassp/icassp2017.html#SivasankaranVI17 Irina Illina Dominique Fohr RNN Language Model Estimation for Out-of-Vocabulary Words. 199-211 2017 LCT https://doi.org/10.1007/978-3-030-66527-2_15 conf/ltconf/2017 db/conf/ltconf/ltconf2017.html#IllinaF17 Imran A. Sheikh Irina Illina Dominique Fohr Georges Linarès Improved Neural Bag-of-Words Model to Retrieve Out-of-Vocabulary Words in Speech Recognition. 675-679 2016 INTERSPEECH https://doi.org/10.21437/Interspeech.2016-1219 conf/interspeech/2016 db/conf/interspeech/interspeech2016.html#SheikhIFL16 Nancy Bertin Ewen Camberlein Emmanuel Vincent 0001 Romain Lebarbenchon Stéphane Peillon Éric Lamande Sunit Sivasankaran Frédéric Bimbot Irina Illina Ariane Tom Sylvain Fleury Éric Jamet A French Corpus for Distant-Microphone Speech Processing in Real Homes. 2781-2785 2016 INTERSPEECH https://doi.org/10.21437/Interspeech.2016-1384 conf/interspeech/2016 db/conf/interspeech/interspeech2016.html#BertinCVLPLSBIT16 Imran A. Sheikh Irina Illina Dominique Fohr How Diachronic Text Corpora Affect Context based Retrieval of OOV Proper Names for Audio News. 2016 LREC http://www.lrec-conf.org/proceedings/lrec2016/summaries/371.html conf/lrec/2016 db/conf/lrec/lrec2016.html#SheikhIF16 Imran A. Sheikh Irina Illina Dominique Fohr Georges Linarès Learning Word Importance with the Neural Bag-of-Words Model. 222-229 2016 Rep4NLP@ACL https://doi.org/10.18653/v1/W16-1626 conf/rep4nlp/2016 db/conf/rep4nlp/rep4nlp2016.html#SheikhIFL16 Anna Currey Irina Illina Dominique Fohr Dynamic adjustment of language models for automatic speech recognition using word similarity. 426-432 2016 SLT https://doi.org/10.1109/SLT.2016.7846299 conf/slt/2016 db/conf/slt/slt2016.html#CurreyIF16 Irina Illina Dominique Fohr Different word representations and their combination for proper name retrieval from diachronic documents. 1-7 2015 ASRU https://doi.org/10.1109/ASRU.2015.7404766 conf/asru/2015 db/conf/asru/asru2015.html#IllinaF15 Sunit Sivasankaran Aditya Arie Nugraha Emmanuel Vincent 0001 Juan Andres Morales-Cordovilla Siddharth Dalmia Irina Illina Antoine Liutkus Robust ASR using neural network based speech enhancement and feature simulation. 482-489 2015 ASRU https://doi.org/10.1109/ASRU.2015.7404834 conf/asru/2015 db/conf/asru/asru2015.html#SivasankaranNVM15 James H. Paterson Markku Karhu Walter Cazzola Irina Illina Robert Law Dario Machiodi Marisa Maximiano Catarina Silva 0001 Experience of an International Collaborative Project with First Year Programming Students. 829-834 2015 COMPSAC https://doi.org/10.1109/COMPSAC.2015.49 https://doi.ieeecomputersociety.org/10.1109/COMPSAC.2015.49 https://www.wikidata.org/entity/Q57735864 conf/compsac/2015 db/conf/compsac/compsac2015.html#PatersonKCILMMS15 Imran A. Sheikh Irina Illina Dominique Fohr Georges Linarès OOV Proper Name retrieval using topic and lexical context models. 5291-5295 2015 ICASSP https://doi.org/10.1109/ICASSP.2015.7178981 conf/icassp/2015 db/conf/icassp/icassp2015.html#SheikhIFL15 Imran A. Sheikh Irina Illina Dominique Fohr Study of entity-topic models for OOV proper name retrieval. 1344-1348 2015 INTERSPEECH https://doi.org/10.21437/Interspeech.2015-45 conf/interspeech/2015 db/conf/interspeech/interspeech2015.html#SheikhIF15 Dominique Fohr Irina Illina Continuous word representation using neural networks for proper name retrieval from diachronic documents. 3506-3510 2015 INTERSPEECH https://doi.org/10.21437/Interspeech.2015-695 conf/interspeech/2015 db/conf/interspeech/interspeech2015.html#FohrI15 Irina Illina Dominique Fohr Neural Networks Revisited for Proper Name Retrieval from Diachronic Documents. 19-30 2015 LTC https://doi.org/10.1007/978-3-319-93782-3_2 conf/ltconf/2015 db/conf/ltconf/ltconf2015.html#IllinaF15

Imran A. Sheikh Irina Illina Dominique Fohr Georges Linarès Learning to retrieve out-of-vocabulary words in speech recognition. 2015 abs/1511.05389 CoRR http://arxiv.org/abs/1511.05389 db/journals/corr/corr1511.html#SheikhIFL15

Irina Illina Dominique Fohr Georges Linarès Ajout de nouveaux noms propres au vocabulaire d'un système de transcription en utilisant un corpus diachronique. 47-72 2014 55 Trait. Autom. des Langues 2 http://www.atala.org/Ajout-de-nouveaux-noms-propres-au db/journals/tal/tal55.html#IllinaFL14

Irina Illina Dominique Fohr Georges Linarès Proper name retrieval from diachronic documents for automatic speech transcription using lexical and temporal context. 29-33 2014 SLAM@INTERSPEECH https://www.isca-archive.org/slam_2014/illina14_slam.html conf/interspeech/2014slam db/conf/interspeech/slam2014.html#IllinaFL14 Irina Illina Dominique Fohr Georges Linarès Imane Nkairi Temporal and Lexical Context of Diachronic Text Documents for Automatic Out-Of-Vocabulary Proper Name Retrieval. 41-54 2013 LTC https://doi.org/10.1007/978-3-319-43808-5_4 conf/ltconf/2013 db/conf/ltconf/ltconf2013.html#IllinaFLN13

Ghazi Bouselmi Dominique Fohr Irina Illina Multilingual recognition of non-native speech using acoustic model transformation and pronunciation modeling. 203-213 2012 15 Int. J. Speech Technol. 2 https://doi.org/10.1007/s10772-012-9134-8 db/journals/ijst/ijst15.html#BouselmiFI12

Anne Bonneau Dominique Fohr Irina Illina Denis Jouvet Odile Mella Larbi Mesbahi Luiza Orosanu Gestion d'erreurs pour la fiabilisation des retours automatiques en apprentissage de la prosodie d'une langue seconde. 129-154 2012 53 Trait. Autom. des Langues 3 http://atala.org/Gestion-d-erreurs-pour-la db/journals/tal/tal53.html#BonneauFIJMMO12

Denis Jouvet Dominique Fohr Irina Illina Evaluating grapheme-to-phoneme converters in automatic speech recognition context. 4821-4824 2012 ICASSP https://doi.org/10.1109/ICASSP.2012.6288998 conf/icassp/2012 db/conf/icassp/icassp2012.html#JouvetFI12 Luiza Orosanu Denis Jouvet Dominique Fohr Irina Illina Anne Bonneau Combining criteria for the detection of incorrect entries of non-native speech in the context of foreign language learning. 422-427 2012 SLT https://doi.org/10.1109/SLT.2012.6424261 conf/slt/2012 db/conf/slt/slt2012.html#OrosanuJFIB12 Luiza Orosanu Denis Jouvet Dominique Fohr Irina Illina Anne Bonneau 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]. 409-416 2012 JEP-TALN-RECITAL 2012 https://aclanthology.org/F12-1052/ conf/taln/2012-1 db/conf/taln/taln2012-1.html#OrosanuJFIB12 Irina Illina Dominique Fohr Denis Jouvet Génération des prononciations de noms propres à l'aide des Champs Aléatoires Conditionnels (Pronunciation generation for proper names using Conditional Random Fields) [in French]. 641-648 2012 JEP-TALN-RECITAL 2012 https://aclanthology.org/F12-1081/ conf/taln/2012-1 db/conf/taln/taln2012-1.html#IllinaFJ12 Irina Illina Dominique Fohr Denis Jouvet Grapheme-to-Phoneme Conversion Using Conditional Random Fields. 2313-2316 2011 INTERSPEECH conf/interspeech/2011 db/conf/interspeech/interspeech2011.html#IllinaFJ11 https://doi.org/10.21437/Interspeech.2011-614 Denis Jouvet Dominique Fohr Irina Illina About Handling Boundary Uncertainty in a Speaking Rate Dependent Modeling Approach. 2593-2596 2011 INTERSPEECH conf/interspeech/2011 db/conf/interspeech/interspeech2011.html#JouvetFI11 https://doi.org/10.21437/Interspeech.2011-663 Larbi Mesbahi Denis Jouvet Anne Bonneau Dominique Fohr Irina Illina Yves Laprie Reliability of non-native speech automatic segmentation for prosodic feedback. 41-44 2011 SLaTE https://doi.org/10.21437/SLaTE.2011-11 conf/slte/2011 db/conf/slte/slte2011.html#MesbahiJBFIL11

E. Didiot Irina Illina Dominique Fohr Odile Mella A wavelet-based parameterization for speech/music discrimination. 341-357 2010 24 Comput. Speech Lang. 2 https://doi.org/10.1016/j.csl.2009.05.003 db/journals/csl/csl24.html#DidiotIFM10

Denis Jouvet Dominique Fohr Irina Illina Detailed pronunciation variant modeling for speech transcription. 2278-2281 2010 INTERSPEECH https://doi.org/10.21437/Interspeech.2010-625 conf/interspeech/2010 db/conf/interspeech/interspeech2010.html#JouvetFI10 Frederik Stouten Dominique Fohr Irina Illina Detection of OOV words by combining acoustic confidence measures with linguistic features. 371-375 2009 ASRU https://doi.org/10.1109/ASRU.2009.5372877 conf/asru/2009 db/conf/asru/asru2009.html#StoutenFI09

Vincent Barreaud Irina Illina Dominique Fohr On-line Stochastic Matching compensation for non-stationary noise. 207-229 2008 22 Comput. Speech Lang. 3 https://doi.org/10.1016/j.csl.2007.07.004 db/journals/csl/csl22.html#BarreaudIF08

Marina Piat Dominique Fohr Irina Illina Foreign accent identification based on prosodic parameters. 759-762 2008 INTERSPEECH https://doi.org/10.21437/Interspeech.2008-235 conf/interspeech/2008 db/conf/interspeech/interspeech2008.html#PiatFI08 Ghazi Bouselmi Dominique Fohr Irina Illina Multi-accent and accent-independent non-native speech recognition. 2703-2706 2008 INTERSPEECH https://doi.org/10.21437/Interspeech.2008-670 conf/interspeech/2008 db/conf/interspeech/interspeech2008.html#BouselmiFI08 Ghazi Bouselmi Dominique Fohr Irina Illina Combined acoustic and pronunciation modelling for non-native speech recognition. 1449-1452 2007 INTERSPEECH https://doi.org/10.21437/Interspeech.2007-421 conf/interspeech/2007 db/conf/interspeech/interspeech2007.html#BouselmiFI07 Ghazi Bouselmi Dominique Fohr Irina Illina Jean Paul Haton Discriminative phoneme sequence extraction for non-native speaker's origin classification. 1-4 2007 ISSPA https://doi.org/10.1109/ISSPA.2007.4555550 conf/isspa/2007 db/conf/isspa/isspa2007.html#BouselmiFIH07

Ghazi Bouselmi Dominique Fohr Irina Illina Jean Paul Haton Discriminative Phoneme Sequences Extraction for Non-Native Speaker's Origin Classification http://arxiv.org/abs/0711.0666 2007 CoRR abs/0711.0666 db/journals/corr/corr0711.html#abs-0711-0666

Ghazi Bouselmi Dominique Fohr Irina Illina Combined Acoustic and Pronunciation Modelling for Non-Native Speech Recognition http://arxiv.org/abs/0711.0811 2007 CoRR abs/0711.0811 db/journals/corr/corr0711.html#abs-0711-0811

Ghazi Bouselmi Dominique Fohr Irina Illina Jean Paul Haton Amélioration des Performances des Systèmes Automatiques de Reconnaissance de la Parole pour la Parole Non Native http://arxiv.org/abs/0711.1038 2007 CoRR abs/0711.1038 db/journals/corr/corr0711.html#abs-0711-1038

Ghazi Bouselmi Dominique Fohr Irina Illina Jean-Paul Haton Fully Automated Non-Native Speech Recognition Using Confusion-Based Acoustic Model Integration and Graphemic Constraints. 345-348 2006 ICASSP (1) https://doi.org/10.1109/ICASSP.2006.1660028 conf/icassp/2006 db/conf/icassp/icassp2006.html#BouselmiFIH06 Ghazi Bouselmi Dominique Fohr Irina Illina Jean Paul Haton Multilingual non-native speech recognition using phonetic confusion-based acoustic model modification and graphemic constraints. 2006 INTERSPEECH https://doi.org/10.21437/Interspeech.2006-28 conf/interspeech/2006 db/conf/interspeech/interspeech2006.html#BouselmiFIH06 E. Didiot Irina Illina Odile Mella Dominique Fohr Jean Paul Haton A wavelet-based parameterization for speech/music segmentation. 2006 INTERSPEECH https://doi.org/10.21437/Interspeech.2006-232 conf/interspeech/2006 db/conf/interspeech/interspeech2006.html#DidiotIMFH06 E. Didiot Irina Illina Odile Mella Dominique Fohr Jean Paul Haton Speech/Music Discrimination Based on Wavelets for Broadcast Programs. 151-156 2006 SIGMAP conf/sigmap/2006 db/conf/sigmap/sigmap2006.html#DidiotIMFH06 Ghazi Bouselmi Dominique Fohr Irina Illina Jean Paul Haton Fully automated non-native speech recognition using confusion-based acoustic model integration. 1369-1372 2005 INTERSPEECH https://doi.org/10.21437/Interspeech.2005-494 conf/interspeech/2005 db/conf/interspeech/interspeech2005.html#BouselmiFIH05 Dominique Fohr Odile Mella Christophe Cerisara Irina Illina The automatic news transcription system: ANTS, some real time experiments. 2004 INTERSPEECH https://doi.org/10.21437/Interspeech.2004-162 conf/interspeech/2004 db/conf/interspeech/interspeech2004.html#FohrMCI04 377-380 Dominique Fohr Odile Mella Irina Illina Christophe Cerisara Experiments on the accuracy of phone models and liaison processing in a French broadcast news transcription system. 2004 INTERSPEECH https://doi.org/10.21437/Interspeech.2004-263 conf/interspeech/2004 db/conf/interspeech/interspeech2004.html#FohrMIC04 653-656 Filip Korkmazsky Dominique Fohr Irina Illina Using linear interpolation to improve histogram equalization for speech recognition. 2004 INTERSPEECH https://doi.org/10.21437/Interspeech.2004-636 conf/interspeech/2004 db/conf/interspeech/interspeech2004.html#KorkmazskyFI04 2089-2092 Christophe Cerisara Dominique Fohr Odile Mella Irina Illina Exploiting models intrinsic robustness for noisy speech recognition. 2004 INTERSPEECH https://doi.org/10.21437/Interspeech.2004-639 conf/interspeech/2004 db/conf/interspeech/interspeech2004.html#CerisaraFMI04 2101-2104 Filip Korkmazsky Murat Deviren Dominique Fohr Irina Illina Hidden factor dynamic Bayesian networks for speech recognition. 2004 INTERSPEECH https://doi.org/10.21437/Interspeech.2004-722 conf/interspeech/2004 db/conf/interspeech/interspeech2004.html#KorkmazskyDFI04 2801-2804 Fabrice Lauri Irina Illina Dominique Fohr Combining EigenVoices and structural MLLR for speaker adaptation. 580-583 2003 ICASSP (1) https://doi.org/10.1109/ICASSP.2003.1198847 conf/icassp/2003 db/conf/icassp/icassp2003.html#LauriIF03 Vincent Barreaud Irina Illina Dominique Fohr On-line frame-synchronous compensation of non-stationary noise. 652-655 2003 ICASSP (1) https://doi.org/10.1109/ICASSP.2003.1198865 conf/icassp/2003 db/conf/icassp/icassp2003.html#BarreaudIF03 Fabrice Lauri Irina Illina Dominique Fohr Filipp Korkmazsky Using genetic algorithms for rapid speaker adaptation. 2003 INTERSPEECH https://doi.org/10.21437/Eurospeech.2003-435 conf/interspeech/2003 db/conf/interspeech/interspeech2003.html#LauriIFK03 1497-1500 Vincent Barreaud Irina Illina Dominique Fohr Filipp Korkmazsky Structural state-based frame synchronous compensation. 2003 INTERSPEECH https://doi.org/10.21437/Eurospeech.2003-436 conf/interspeech/2003 db/conf/interspeech/interspeech2003.html#BarreaudIFK03 1501-1504 Christophe Cerisara Irina Illina Robust speech recognition to non-stationary noise based on model-driven approaches. 2003 INTERSPEECH https://doi.org/10.21437/Eurospeech.2003-538 conf/interspeech/2003 db/conf/interspeech/interspeech2003.html#CerisaraI03 3053-3056 Irina Illina Tree-structured maximum a posteriori adaptation for a segment-based speech recognition system. 2002 INTERSPEECH https://doi.org/10.21437/ICSLP.2002-61 conf/interspeech/2002 db/conf/interspeech/interspeech2002.html#Illina02 1405-1408

Jan P. Verhasselt Irina Illina Jean-Pierre Martens Yifan Gong 0001 Jean Paul Haton Assessing the importance of the segmentation probability in segment-based speech recognition. 51-72 1998 24 Speech Commun. 1 https://doi.org/10.1016/S0167-6393(97)00064-2 db/journals/speech/speech24.html#VerhasseltIMGH98

Irina Illina Mohamed Afify Yifan Gong 0001 Environment normalization training and environment adaptation using mixture stochastic trajectory model. 245-258 1998 26 Speech Commun. 4 https://doi.org/10.1016/S0167-6393(98)00060-0 db/journals/speech/speech26.html#IllinaAG98

Irina Illina Extension du modèle stochastique des mélanges de trajectoires pour la reconnaissance automatique de la parole continue. 1997 Henri Poincaré University, Nancy, France https://hal.archives-ouvertes.fr/tel-01747366 Irina Illina Yifan Gong 0001 Elimination of trajectory folding phenomenon: HMM, trajectory mixture HMM and mixture stochastic trajectory model. 1395-1398 1997 ICASSP https://doi.org/10.1109/ICASSP.1997.596208 https://doi.ieeecomputersociety.org/10.1109/ICASSP.1997.596208 conf/icassp/1997 db/conf/icassp/icassp1997.html#IllinaG97 Jan P. Verhasselt Irina Illina Jean-Pierre Martens Yifan Gong 0001 Jean-Paul Haton The importance of segmentation probability in segment based speech recognizers. 1407-1410 1997 ICASSP https://doi.org/10.1109/ICASSP.1997.596211 https://doi.ieeecomputersociety.org/10.1109/ICASSP.1997.596211 conf/icassp/1997 db/conf/icassp/icassp1997.html#VerhasseltIMGH97 Irina Illina Yifan Gong 0001 Speaker normalization training for mixture stochastic trajectory model. 1997 EUROSPEECH https://doi.org/10.21437/Eurospeech.1997-500 conf/interspeech/1997 db/conf/interspeech/eurospeech1997.html#IllinaG97 1855-1858 Yifan Gong 0001 Irina Illina Jean Paul Haton Modelling long term variability information in mixture stochastic trajectory framework. 1996 ICSLP https://doi.org/10.21437/ICSLP.1996-109 conf/interspeech/1996 db/conf/interspeech/icslp1996.html#GongIH96 334-337 Irina Illina Yifan Gong 0001 Stochastic trajectory model with state-mixture for continuous speech recognition. 1996 ICSLP https://doi.org/10.21437/ICSLP.1996-111 conf/interspeech/1996 db/conf/interspeech/icslp1996.html#IllinaG96 342-345 Irina Illina Yifan Gong 0001 Improvement in n-best search for continuous speech recognition. 1996 ICSLP https://doi.org/10.21437/ICSLP.1996-544 conf/interspeech/1996 db/conf/interspeech/icslp1996.html#IllinaG96a 2147-2150 Badr Abdullah Mohamed Afify Awais Akbar Nikolaos Aletras Ismael Bada Raphaël Bagat Vincent Barreaud Nancy Bertin Frédéric Bimbot Anne Bonneau Tulika Bose Tom Bourgeade Ghazi Bouselmi Ewen Camberlein Walter Cazzola Christophe Cerisara Anna Currey Siddharth Dalmia Murat Deviren E. Didiot Dioula Doucouré Ashwin Geet D'Sa Raphaël Duroselle Slim Essid Sylvain Fleury Dominique Fohr Nicolas Furnon Yifan Gong 0001 Jean Paul HatonJean-Paul Haton Tian Huang Eric JametÉric Jamet Denis Jouvet Markku Karhu Dietrich Klakow Thomas Kleinbauer Filip KorkmazskyFilipp Korkmazsky Éric Lamande Yves Laprie Fabrice Lauri Robert Law Romain Lebarbenchon Stephane Level Georges Linarès Antoine Liutkus Dario Machiodi Jean-Pierre Martens Marisa Maximiano Odile Mella Larbi Mesbahi Angeliki Monnier Juan Andres Morales-Cordovilla Karan Nathwani Imane Nkairi Aditya Arie Nugraha Luiza Orosanu James H. Paterson Stéphane Peillon Marina Piat Carlos Ramisch Liane Reiners Dana Ruiter Md. Sahidullah Christian Schemer Romain Serizel Imran A. Sheikh Catarina Silva 0001 Sunit Sivasankaran Frederik Stouten Yaya Sy Ariane Tom Jan P. Verhasselt Emmanuel Vincent 0001 Nicolas Zampieri