Modelling long term variability information in mixture stochastic trajectory framework. - Yifan Gong 001; Irina Illina; Jean Paul Haton (ICSLP, 1996)

Stochastic trajectory model with state-mixture for continuous speech recognition. - Irina Illina; Yifan Gong 001 (ICSLP, 1996)

Improvement in n-best search for continuous speech recognition. - Irina Illina; Yifan Gong 001 (ICSLP, 1996)

Elimination of trajectory folding phenomenon: HMM, trajectory mixture HMM and mixture stochastic trajectory model. - Irina Illina; Yifan Gong 001 (ICASSP, 1997)

The importance of segmentation probability in segment based speech recognizers. - Jan P. Verhasselt; Irina Illina; Jean-Pierre Martens; Yifan Gong 001; Jean-Paul Haton (ICASSP, 1997)

Speaker normalization training for mixture stochastic trajectory model. - Irina Illina; Yifan Gong 001 (EUROSPEECH, 1997)

Extension du modèle stochastique des mélanges de trajectoires pour la reconnaissance automatique de la parole continue. - Irina Illina (1997)

Environment normalization training and environment adaptation using mixture stochastic trajectory model. - Irina Illina; Mohamed Afify; Yifan Gong 001 (Speech Commun., 1998)

Assessing the importance of the segmentation probability in segment-based speech recognition. - Jan P. Verhasselt; Irina Illina; Jean-Pierre Martens; Yifan Gong 001; Jean Paul Haton (Speech Commun., 1998)

Tree-structured maximum a posteriori adaptation for a segment-based speech recognition system. - Irina Illina (INTERSPEECH, 2002)

On-line frame-synchronous compensation of non-stationary noise. - Vincent Barreaud; Irina Illina; Dominique Fohr (ICASSP (1), 2003)

Combining EigenVoices and structural MLLR for speaker adaptation. - Fabrice Lauri; Irina Illina; Dominique Fohr (ICASSP (1), 2003)

Structural state-based frame synchronous compensation. - Vincent Barreaud; Irina Illina; Dominique Fohr; Filipp Korkmazsky (INTERSPEECH, 2003)

Robust speech recognition to non-stationary noise based on model-driven approaches. - Christophe Cerisara; Irina Illina (INTERSPEECH, 2003)

Using genetic algorithms for rapid speaker adaptation. - Fabrice Lauri; Irina Illina; Dominique Fohr; Filipp Korkmazsky (INTERSPEECH, 2003)

Exploiting models intrinsic robustness for noisy speech recognition. - Christophe Cerisara; Dominique Fohr; Odile Mella; Irina Illina (INTERSPEECH, 2004)

The automatic news transcription system: ANTS, some real time experiments. - Dominique Fohr; Odile Mella; Christophe Cerisara; Irina Illina (INTERSPEECH, 2004)

Experiments on the accuracy of phone models and liaison processing in a French broadcast news transcription system. - Dominique Fohr; Odile Mella; Irina Illina; Christophe Cerisara (INTERSPEECH, 2004)

Hidden factor dynamic Bayesian networks for speech recognition. - Filip Korkmazsky; Murat Deviren; Dominique Fohr; Irina Illina (INTERSPEECH, 2004)

Using linear interpolation to improve histogram equalization for speech recognition. - Filip Korkmazsky; Dominique Fohr; Irina Illina (INTERSPEECH, 2004)

Fully automated non-native speech recognition using confusion-based acoustic model integration. - Ghazi Bouselmi; Dominique Fohr; Irina Illina; Jean Paul Haton (INTERSPEECH, 2005)

Fully Automated Non-Native Speech Recognition Using Confusion-Based Acoustic Model Integration and Graphemic Constraints. - Ghazi Bouselmi; Dominique Fohr; Irina Illina; Jean-Paul Haton (ICASSP (1), 2006)

Multilingual non-native speech recognition using phonetic confusion-based acoustic model modification and graphemic constraints. - Ghazi Bouselmi; Dominique Fohr; Irina Illina; Jean Paul Haton (INTERSPEECH, 2006)

A wavelet-based parameterization for speech/music segmentation. - E. Didiot; Irina Illina; Odile Mella; Dominique Fohr; Jean Paul Haton (INTERSPEECH, 2006)

Speech/Music Discrimination Based on Wavelets for Broadcast Programs. - E. Didiot; Irina Illina; Odile Mella; Dominique Fohr; Jean Paul Haton (SIGMAP, 2006)

Combined acoustic and pronunciation modelling for non-native speech recognition. - Ghazi Bouselmi; Dominique Fohr; Irina Illina (INTERSPEECH, 2007)

Discriminative phoneme sequence extraction for non-native speaker's origin classification. - Ghazi Bouselmi; Dominique Fohr; Irina Illina; Jean Paul Haton (ISSPA, 2007)

Discriminative Phoneme Sequences Extraction for Non-Native Speaker's Origin Classification - Ghazi Bouselmi; Dominique Fohr; Irina Illina; Jean Paul Haton (CoRR, 2007)

Amélioration des Performances des Systèmes Automatiques de Reconnaissance de la Parole pour la Parole Non Native - Ghazi Bouselmi; Dominique Fohr; Irina Illina; Jean Paul Haton (CoRR, 2007)

Multi-accent and accent-independent non-native speech recognition. - Ghazi Bouselmi; Dominique Fohr; Irina Illina (INTERSPEECH, 2008)

Foreign accent identification based on prosodic parameters. - Marina Piat; Dominique Fohr; Irina Illina (INTERSPEECH, 2008)

On-line Stochastic Matching compensation for non-stationary noise. - Vincent Barreaud; Irina Illina; Dominique Fohr (Comput. Speech Lang., 2008)

Detection of OOV words by combining acoustic confidence measures with linguistic features. - Frederik Stouten; Dominique Fohr; Irina Illina (ASRU, 2009)

Detailed pronunciation variant modeling for speech transcription. - Denis Jouvet; Dominique Fohr; Irina Illina (INTERSPEECH, 2010)

A wavelet-based parameterization for speech/music discrimination. - E. Didiot; Irina Illina; Dominique Fohr; Odile Mella (Comput. Speech Lang., 2010)

Grapheme-to-Phoneme Conversion Using Conditional Random Fields. - Irina Illina; Dominique Fohr; Denis Jouvet (INTERSPEECH, 2011)

About Handling Boundary Uncertainty in a Speaking Rate Dependent Modeling Approach. - Denis Jouvet; Dominique Fohr; Irina Illina (INTERSPEECH, 2011)

Reliability of non-native speech automatic segmentation for prosodic feedback. - Larbi Mesbahi; Denis Jouvet; Anne Bonneau; Dominique Fohr; Irina Illina; Yves Laprie (SLaTE, 2011)

Evaluating grapheme-to-phoneme converters in automatic speech recognition context. - Denis Jouvet; Dominique Fohr; Irina Illina (ICASSP, 2012)

Combining criteria for the detection of incorrect entries of non-native speech in the context of foreign language learning. - Luiza Orosanu; Denis Jouvet; Dominique Fohr; Irina Illina; Anne Bonneau (SLT, 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]. - Irina Illina; Dominique Fohr; Denis Jouvet (JEP-TALN-RECITAL 2012, 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]. - Luiza Orosanu; Denis Jouvet; Dominique Fohr; Irina Illina; Anne Bonneau (JEP-TALN-RECITAL 2012, 2012)

Multilingual recognition of non-native speech using acoustic model transformation and pronunciation modeling. - Ghazi Bouselmi; Dominique Fohr; Irina Illina (Int. J. Speech Technol., 2012)

Gestion d'erreurs pour la fiabilisation des retours automatiques en apprentissage de la prosodie d'une langue seconde. - Anne Bonneau; Dominique Fohr; Irina Illina; Denis Jouvet; Odile Mella; Larbi Mesbahi; Luiza Orosanu (Trait. Autom. des Langues, 2012)

Temporal and Lexical Context of Diachronic Text Documents for Automatic Out-Of-Vocabulary Proper Name Retrieval. - Irina Illina; Dominique Fohr; Georges Linarès; Imane Nkairi (LTC, 2013)

Proper name retrieval from diachronic documents for automatic speech transcription using lexical and temporal context. - Irina Illina; Dominique Fohr; Georges Linarès (SLAM@INTERSPEECH, 2014)

Ajout de nouveaux noms propres au vocabulaire d'un système de transcription en utilisant un corpus diachronique. - Irina Illina; Dominique Fohr; Georges Linarès (Trait. Autom. des Langues, 2014)

Different word representations and their combination for proper name retrieval from diachronic documents. - Irina Illina; Dominique Fohr (ASRU, 2015)

Robust ASR using neural network based speech enhancement and feature simulation. - Sunit Sivasankaran; Aditya Arie Nugraha; Emmanuel Vincent 001; Juan Andres Morales-Cordovilla; Siddharth Dalmia; Irina Illina; Antoine Liutkus (ASRU, 2015)

Experience of an International Collaborative Project with First Year Programming Students. - James H. Paterson; Markku Karhu; Walter Cazzola; Irina Illina; Robert Law; Dario Machiodi; Marisa Maximiano; Catarina Silva 001 (COMPSAC, 2015)

OOV Proper Name retrieval using topic and lexical context models. - Imran A. Sheikh; Irina Illina; Dominique Fohr; Georges Linarès (ICASSP, 2015)

Continuous word representation using neural networks for proper name retrieval from diachronic documents. - Dominique Fohr; Irina Illina (INTERSPEECH, 2015)

Study of entity-topic models for OOV proper name retrieval. - Imran A. Sheikh; Irina Illina; Dominique Fohr (INTERSPEECH, 2015)

Neural Networks Revisited for Proper Name Retrieval from Diachronic Documents. - Irina Illina; Dominique Fohr (LTC, 2015)

Learning to retrieve out-of-vocabulary words in speech recognition. - Imran A. Sheikh; Irina Illina; Dominique Fohr; Georges Linarès (CoRR, 2015)

A French Corpus for Distant-Microphone Speech Processing in Real Homes. - Nancy Bertin; Ewen Camberlein; Emmanuel Vincent 001; Romain Lebarbenchon; Stéphane Peillon; Éric Lamande; Sunit Sivasankaran; Frédéric Bimbot; Irina Illina; Ariane Tom; Sylvain Fleury; Éric Jamet (INTERSPEECH, 2016)

Improved Neural Bag-of-Words Model to Retrieve Out-of-Vocabulary Words in Speech Recognition. - Imran A. Sheikh; Irina Illina; Dominique Fohr; Georges Linarès (INTERSPEECH, 2016)

How Diachronic Text Corpora Affect Context based Retrieval of OOV Proper Names for Audio News. - Imran A. Sheikh; Irina Illina; Dominique Fohr (LREC, 2016)

Learning Word Importance with the Neural Bag-of-Words Model. - Imran A. Sheikh; Irina Illina; Dominique Fohr; Georges Linarès (Rep4NLP@ACL, 2016)

Dynamic adjustment of language models for automatic speech recognition using word similarity. - Anna Currey; Irina Illina; Dominique Fohr (SLT, 2016)

Consistent DNN uncertainty training and decoding for robust ASR. - Karan Nathwani; Emmanuel Vincent 001; Irina Illina (ASRU, 2017)

Topic segmentation in ASR transcripts using bidirectional RNNS for change detection. - Imran A. Sheikh; Dominique Fohr; Irina Illina (ASRU, 2017)

An extended experimental investigation of DNN uncertainty propagation for noise robust ASR. - Karan Nathwani; Juan Andres Morales-Cordovilla; Sunit Sivasankaran; Irina Illina; Emmanuel Vincent 001 (HSCMA, 2017)

Discriminative importance weighting of augmented training data for acoustic model training. - Sunit Sivasankaran; Emmanuel Vincent 001; Irina Illina (ICASSP, 2017)

RNN Language Model Estimation for Out-of-Vocabulary Words. - Irina Illina; Dominique Fohr (LCT, 2017)

A combined evaluation of established and new approaches for speech recognition in varied reverberation conditions. - Sunit Sivasankaran; Emmanuel Vincent 001; Irina Illina (Comput. Speech Lang., 2017)

Modelling Semantic Context of OOV Words in Large Vocabulary Continuous Speech Recognition. - Imran A. Sheikh; Dominique Fohr; Irina Illina; Georges Linarès (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Dynamic Extension of ASR Lexicon Using Wikipedia Data. - Badr Abdullah; Irina Illina; Dominique Fohr (SLT, 2018)

DNN Uncertainty Propagation Using GMM-Derived Uncertainty Features for Noise Robust ASR. - Karan Nathwani; Emmanuel Vincent 001; Irina Illina (IEEE Signal Process. Lett., 2018)

VoiceHome-2, an extended corpus for multichannel speech processing in real homes. - Nancy Bertin; Ewen Camberlein; Romain Lebarbenchon; Emmanuel Vincent 001; Sunit Sivasankaran; Irina Illina; Frédéric Bimbot (Speech Commun., 2019)

Label Propagation-Based Semi-Supervised Learning for Hate Speech Classification. - Ashwin Geet D'Sa; Irina Illina; Dominique Fohr; Dietrich Klakow; Dana Ruiter (Insights, 2020)

Towards Non-Toxic Landscapes: Automatic Toxic Comment Detection Using DNN. - Ashwin Geet D'Sa; Irina Illina; Dominique Fohr (TRAC@LREC, 2020)

DNN-based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays. - Nicolas Furnon; Romain Serizel; Irina Illina; Slim Essid (ICASSP, 2020)

Metric Learning Loss Functions to Reduce Domain Mismatch in the x-Vector Space for Language Recognition. - Raphaël Duroselle; Denis Jouvet; Irina Illina (INTERSPEECH, 2020)

On Semi-Supervised LF-MMI Training of Acoustic Models with Limited Data. - Imran A. Sheikh; Emmanuel Vincent 001; Irina Illina (INTERSPEECH, 2020)

BERT and fastText Embeddings for Automatic Detection of Toxic Speech. - Ashwin Geet D'Sa; Irina Illina; Dominique Fohr (OCTA, 2020)

Unsupervised Regularization of the Embedding Extractor for Robust Language Identification. - Raphaël Duroselle; Denis Jouvet; Irina Illina (Odyssey, 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). - Ismael Bada; Dominique Fohr; Irina Illina (JEP-TALN-RECITAL (1), 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). - Raphaël Duroselle; Denis Jouvet; Irina Illina (JEP-TALN-RECITAL (1), 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). - Stephane Level; Irina Illina; Dominique Fohr (JEP-TALN-RECITAL (1), 2020)

Introduction of Semantic Model to Help Speech Recognition. - Stephane Level; Irina Illina; Dominique Fohr (TDS, 2020)

DNN-Based Semantic Model for Rescoring N-best Speech Recognition List. - Dominique Fohr; Irina Illina (CoRR, 2020)

Unsupervised Domain Adaptation in Cross-corpora Abusive Language Detection. - Tulika Bose; Irina Illina; Dominique Fohr (SocialNLP@NAACL, 2021)

Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes. - Nicolas Furnon; Romain Serizel; Slim Essid; Irina Illina (EUSIPCO, 2021)

Distributed Speech Separation in Spatially Unconstrained Microphone Arrays. - Nicolas Furnon; Romain Serizel; Irina Illina; Slim Essid (ICASSP, 2021)

Modeling and Training Strategies for Language Recognition Systems. - Raphaël Duroselle; Md. Sahidullah; Denis Jouvet; Irina Illina (Interspeech, 2021)

Language Recognition on Unknown Conditions: The LORIA-Inria-MULTISPEECH System for AP20-OLR Challenge. - Raphaël Duroselle; Md. Sahidullah; Denis Jouvet; Irina Illina (Interspeech, 2021)

BERT-Based Semantic Model for Rescoring N-Best Speech Recognition List. - Dominique Fohr; Irina Illina (Interspeech, 2021)

Multiword Expression Features for Automatic Hate Speech Detection. - Nicolas Zampieri; Irina Illina; Dominique Fohr (NLDB, 2021)

Exploring Conditional Language Model Based Data Augmentation Approaches for Hate Speech Classification. - Ashwin Geet D'Sa; Irina Illina; Dominique Fohr; Dietrich Klakow; Dana Ruiter (TDS, 2021)

DNN-Based Semantic Rescoring Models for Speech Recognition. - Irina Illina; Dominique Fohr (TDS, 2021)

Improving Automatic Hate Speech Detection with Multiword Expression Features. - Nicolas Zampieri; Irina Illina; Dominique Fohr (CoRR, 2021)

DNN-Based Mask Estimation for Distributed Speech Enhancement in Spatially Unconstrained Microphone Arrays. - Nicolas Furnon; Romain Serizel; Slim Essid; Irina Illina (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection. - Tulika Bose; Nikolaos Aletras; Irina Illina; Dominique Fohr (ACL (Findings), 2022)

Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection. - Tulika Bose; Nikolaos Aletras; Irina Illina; Dominique Fohr (COLING, 2022)

Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection. - Tulika Bose; Irina Illina; Dominique Fohr (AACL/IJCNLP (1), 2022)

Placing M-Phasis on the Plurality of Hate: A Feature-Based Corpus of Hate Online. - Dana Ruiter; Liane Reiners; Ashwin Geet D'Sa; Thomas Kleinbauer; Dominique Fohr; Irina Illina; Dietrich Klakow; Christian Schemer; Angeliki Monnier (LREC, 2022)

Transformer versus LSTM Language Models trained on Uncertain ASR Hypotheses in Limited Data Scenarios. - Imran A. Sheikh; Emmanuel Vincent 001; Irina Illina (LREC, 2022)

Identification of Multiword Expressions in Tweets for Hate Speech Detection. - Nicolas Zampieri; Carlos Ramisch; Irina Illina; Dominique Fohr (LREC, 2022)

Identification des Expressions Polylexicales dans les Tweets (Identification of Multiword Expressions in Tweets). - Nicolas Zampieri; Carlos Ramisch; Irina Illina; Dominique Fohr (TALN-RECITAL, 2022)

Exploration of Multi-corpus Learning for Hate Speech Classification in Low Resource Scenarios. - Ashwin Geet D'Sa; Irina Illina; Dominique Fohr; Awais Akbar (TSD, 2022)

SAMbA: Speech enhancement with Asynchronous ad-hoc Microphone Arrays. - Nicolas Furnon; Romain Serizel; Slim Essid; Irina Illina (CoRR, 2023)

Lillama: Large Language Models Compression via Low-Rank Feature Distillation. - Yaya Sy; Christophe Cerisara; Irina Illina (CoRR, 2024)

Training RNN language models on uncertain ASR hypotheses in limited data scenarios. - Imran A. Sheikh; Emmanuel Vincent 001; Irina Illina (Comput. Speech Lang., 2024)

Efficient One-shot Compression via Low-Rank Local Feature Distillation. - Yaya Sy; Christophe Cerisara; Irina Illina (NAACL (Long Papers), 2025)

Mixture of LoRA Experts for Low-Resourced Multi-Accent Automatic Speech Recognition. - Raphaël Bagat; Irina Illina; Emmanuel Vincent 001 (CoRR, 2025)