Irina Illina

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 63

Top Venues

Publications

Imran A. Sheikh, Emmanuel Vincent, Irina Illina
Training RNN language models on uncertain ASR hypotheses in limited data scenarios. Comput. Speech Lang. 83 (2024)
Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina
SAMbA: Speech enhancement with Asynchronous ad-hoc Microphone Arrays. CoRR (2023)
Tulika Bose, Irina Illina, Dominique Fohr
Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection. AACL/IJCNLP (1) (2022)
Tulika Bose, Nikolaos Aletras, Irina Illina, Dominique Fohr
Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection. COLING (2022)
Imran A. Sheikh, Emmanuel Vincent, Irina Illina
Transformer versus LSTM Language Models trained on Uncertain ASR Hypotheses in Limited Data Scenarios. LREC (2022)
Tulika Bose, Irina Illina, Dominique Fohr
Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection. CoRR (2022)
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. CoRR (2022)
Tulika Bose, Nikolaos Aletras, Irina Illina, Dominique Fohr
Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection. CoRR (2022)
Ashwin Geet D'Sa, Irina Illina, Dominique Fohr, Awais Akbar
Exploration of Multi-corpus Learning for Hate Speech Classification in Low Resource Scenarios. TSD (2022)
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. LREC (2022)
Nicolas Zampieri, Carlos Ramisch, Irina Illina, Dominique Fohr
Identification of Multiword Expressions in Tweets for Hate Speech Detection. LREC (2022)
Nicolas Zampieri, Carlos Ramisch, Irina Illina, Dominique Fohr
Identification des Expressions Polylexicales dans les Tweets (Identification of Multiword Expressions in Tweets). TALN-RECITAL (2022)
Tulika Bose, Nikolaos Aletras, Irina Illina, Dominique Fohr
Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection. ACL (Findings) (2022)
Tulika Bose, Nikolaos Aletras, Irina Illina, Dominique Fohr
Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection. CoRR (2022)
Dominique Fohr, Irina Illina
BERT-Based Semantic Model for Rescoring N-Best Speech Recognition List. Interspeech (2021)
Tulika Bose, Irina Illina, Dominique Fohr
Unsupervised Domain Adaptation in Cross-corpora Abusive Language Detection. SocialNLP@NAACL (2021)
Raphaël Duroselle, Md. Sahidullah, Denis Jouvet, Irina Illina
Modeling and Training Strategies for Language Recognition Systems. Interspeech (2021)
Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina
Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes. EUSIPCO (2021)
Nicolas Zampieri, Irina Illina, Dominique Fohr
Improving Automatic Hate Speech Detection with Multiword Expression Features. CoRR (2021)
Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid
Distributed Speech Separation in Spatially Unconstrained Microphone Arrays. ICASSP (2021)
Raphaël Duroselle, Md. Sahidullah, Denis Jouvet, Irina Illina
Language Recognition on Unknown Conditions: The LORIA-Inria-MULTISPEECH System for AP20-OLR Challenge. Interspeech (2021)
Irina Illina, Dominique Fohr
DNN-Based Semantic Rescoring Models for Speech Recognition. TDS (2021)
Ashwin Geet D'Sa, Irina Illina, Dominique Fohr, Dietrich Klakow, Dana Ruiter
Exploring Conditional Language Model Based Data Augmentation Approaches for Hate Speech Classification. TDS (2021)
Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina
DNN-Based Mask Estimation for Distributed Speech Enhancement in Spatially Unconstrained Microphone Arrays. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina
Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes. CoRR (2021)
Nicolas Zampieri, Irina Illina, Dominique Fohr
Multiword Expression Features for Automatic Hate Speech Detection. NLDB (2021)
Ashwin Geet D'Sa, Irina Illina, Dominique Fohr
BERT and fastText Embeddings for Automatic Detection of Toxic Speech. OCTA (2020)
Ashwin Geet D'Sa, Irina Illina, Dominique Fohr
Towards Non-Toxic Landscapes: Automatic Toxic Comment Detection Using DNN. TRAC@LREC (2020)
Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid
DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays. CoRR (2020)
Raphaël Duroselle, Denis Jouvet, Irina Illina
Metric Learning Loss Functions to Reduce Domain Mismatch in the x-Vector Space for Language Recognition. INTERSPEECH (2020)
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). JEP-TALN-RECITAL (1) (2020)
Raphaël Duroselle, Denis Jouvet, Irina Illina
Unsupervised Regularization of the Embedding Extractor for Robust Language Identification. Odyssey (2020)
Dominique Fohr, Irina Illina
DNN-Based Semantic Model for Rescoring N-best Speech Recognition List. CoRR (2020)
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). JEP-TALN-RECITAL (1) (2020)
Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid
DNN-based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays. ICASSP (2020)
Imran A. Sheikh, Emmanuel Vincent, Irina Illina
On Semi-Supervised LF-MMI Training of Acoustic Models with Limited Data. INTERSPEECH (2020)
Ashwin Geet D'Sa, Irina Illina, Dominique Fohr, Dietrich Klakow, Dana Ruiter
Label Propagation-Based Semi-Supervised Learning for Hate Speech Classification. Insights (2020)
Stephane Level, Irina Illina, Dominique Fohr
Introduction of Semantic Model to Help Speech Recognition. TDS (2020)
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). JEP-TALN-RECITAL (1) (2020)
Ashwin Geet D'Sa, Irina Illina, Dominique Fohr
Towards non-toxic landscapes: Automatic toxic comment detection using DNN. CoRR (2019)
Nancy Bertin, Ewen Camberlein, Romain Lebarbenchon, Emmanuel Vincent, Sunit Sivasankaran, Irina Illina, Frédéric Bimbot
VoiceHome-2, an extended corpus for multichannel speech processing in real homes. Speech Commun. 106 (2019)
Badr Abdullah, Irina Illina, Dominique Fohr
Dynamic Extension of ASR Lexicon Using Wikipedia Data. SLT (2018)
Karan Nathwani, Emmanuel Vincent, Irina Illina
DNN Uncertainty Propagation Using GMM-Derived Uncertainty Features for Noise Robust ASR. IEEE Signal Process. Lett. 25 (3) (2018)
Sunit Sivasankaran, Emmanuel Vincent, Irina Illina
A combined evaluation of established and new approaches for speech recognition in varied reverberation conditions. Comput. Speech Lang. 46 (2017)
Karan Nathwani, Emmanuel Vincent, Irina Illina
Consistent DNN uncertainty training and decoding for robust ASR. ASRU (2017)
Imran A. Sheikh, Dominique Fohr, Irina Illina, Georges Linarès
Modelling Semantic Context of OOV Words in Large Vocabulary Continuous Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 25 (3) (2017)
Karan Nathwani, Juan Andres Morales-Cordovilla, Sunit Sivasankaran, Irina Illina, Emmanuel Vincent
An extended experimental investigation of DNN uncertainty propagation for noise robust ASR. HSCMA (2017)
Sunit Sivasankaran, Emmanuel Vincent, Irina Illina
Discriminative importance weighting of augmented training data for acoustic model training. ICASSP (2017)
Irina Illina, Dominique Fohr
RNN Language Model Estimation for Out-of-Vocabulary Words. LCT (2017)
Imran A. Sheikh, Dominique Fohr, Irina Illina
Topic segmentation in ASR transcripts using bidirectional RNNS for change detection. ASRU (2017)
Imran A. Sheikh, Irina Illina, Dominique Fohr
How Diachronic Text Corpora Affect Context based Retrieval of OOV Proper Names for Audio News. LREC (2016)
Imran A. Sheikh, Irina Illina, Dominique Fohr, Georges Linarès
Improved Neural Bag-of-Words Model to Retrieve Out-of-Vocabulary Words in Speech Recognition. INTERSPEECH (2016)
Anna Currey, Irina Illina, Dominique Fohr
Dynamic adjustment of language models for automatic speech recognition using word similarity. SLT (2016)
Nancy Bertin, Ewen Camberlein, Emmanuel Vincent, 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. INTERSPEECH (2016)
Imran A. Sheikh, Irina Illina, Dominique Fohr, Georges Linarès
Learning Word Importance with the Neural Bag-of-Words Model. Rep4NLP@ACL (2016)
Imran A. Sheikh, Irina Illina, Dominique Fohr
Study of entity-topic models for OOV proper name retrieval. INTERSPEECH (2015)
Sunit Sivasankaran, Aditya Arie Nugraha, Emmanuel Vincent, Juan Andres Morales-Cordovilla, Siddharth Dalmia, Irina Illina, Antoine Liutkus
Robust ASR using neural network based speech enhancement and feature simulation. ASRU (2015)
Irina Illina, Dominique Fohr
Different word representations and their combination for proper name retrieval from diachronic documents. ASRU (2015)
James H. Paterson, Markku Karhu, Walter Cazzola, Irina Illina, Robert Law, Dario Machiodi, Marisa Maximiano, Catarina Silva
Experience of an International Collaborative Project with First Year Programming Students. COMPSAC (2015)
Irina Illina, Dominique Fohr
Neural Networks Revisited for Proper Name Retrieval from Diachronic Documents. LTC (2015)
Dominique Fohr, Irina Illina
Continuous word representation using neural networks for proper name retrieval from diachronic documents. INTERSPEECH (2015)
Imran A. Sheikh, Irina Illina, Dominique Fohr, Georges Linarès
Learning to retrieve out-of-vocabulary words in speech recognition. CoRR (2015)
Imran A. Sheikh, Irina Illina, Dominique Fohr, Georges Linarès
OOV Proper Name retrieval using topic and lexical context models. ICASSP (2015)
Irina Illina, Dominique Fohr, Georges Linarès
Ajout de nouveaux noms propres au vocabulaire d'un système de transcription en utilisant un corpus diachronique. Trait. Autom. des Langues 55 (2) (2014)
Irina Illina, Dominique Fohr, Georges Linarès
Proper name retrieval from diachronic documents for automatic speech transcription using lexical and temporal context. SLAM@INTERSPEECH (2014)
Irina Illina, Dominique Fohr, Georges Linarès, Imane Nkairi
Temporal and Lexical Context of Diachronic Text Documents for Automatic Out-Of-Vocabulary Proper Name Retrieval. LTC (2013)
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. SLT (2012)
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]. JEP-TALN-RECITAL 2012 (2012)
Denis Jouvet, Dominique Fohr, Irina Illina
Evaluating grapheme-to-phoneme converters in automatic speech recognition context. ICASSP (2012)
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. Trait. Autom. des Langues 53 (3) (2012)
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]. JEP-TALN-RECITAL 2012 (2012)
Ghazi Bouselmi, Dominique Fohr, Irina Illina
Multilingual recognition of non-native speech using acoustic model transformation and pronunciation modeling. Int. J. Speech Technol. 15 (2) (2012)
Denis Jouvet, Dominique Fohr, Irina Illina
About Handling Boundary Uncertainty in a Speaking Rate Dependent Modeling Approach. INTERSPEECH (2011)
Irina Illina, Dominique Fohr, Denis Jouvet
Grapheme-to-Phoneme Conversion Using Conditional Random Fields. INTERSPEECH (2011)
Larbi Mesbahi, Denis Jouvet, Anne Bonneau, Dominique Fohr, Irina Illina, Yves Laprie
Reliability of non-native speech automatic segmentation for prosodic feedback. SLaTE (2011)
E. Didiot, Irina Illina, Dominique Fohr, Odile Mella
A wavelet-based parameterization for speech/music discrimination. Comput. Speech Lang. 24 (2) (2010)
Denis Jouvet, Dominique Fohr, Irina Illina
Detailed pronunciation variant modeling for speech transcription. INTERSPEECH (2010)
Frederik Stouten, Dominique Fohr, Irina Illina
Detection of OOV words by combining acoustic confidence measures with linguistic features. ASRU (2009)
Marina Piat, Dominique Fohr, Irina Illina
Foreign accent identification based on prosodic parameters. INTERSPEECH (2008)
Vincent Barreaud, Irina Illina, Dominique Fohr
On-line Stochastic Matching compensation for non-stationary noise. Comput. Speech Lang. 22 (3) (2008)
Ghazi Bouselmi, Dominique Fohr, Irina Illina
Multi-accent and accent-independent non-native speech recognition. INTERSPEECH (2008)
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 CoRR (2007)
Ghazi Bouselmi, Dominique Fohr, Irina Illina
Combined Acoustic and Pronunciation Modelling for Non-Native Speech Recognition CoRR (2007)
Ghazi Bouselmi, Dominique Fohr, Irina Illina, Jean Paul Haton
Discriminative phoneme sequence extraction for non-native speaker's origin classification. ISSPA (2007)
Ghazi Bouselmi, Dominique Fohr, Irina Illina, Jean Paul Haton
Discriminative Phoneme Sequences Extraction for Non-Native Speaker's Origin Classification CoRR (2007)
Ghazi Bouselmi, Dominique Fohr, Irina Illina
Combined acoustic and pronunciation modelling for non-native speech recognition. INTERSPEECH (2007)
Ghazi Bouselmi, Dominique Fohr, Irina Illina, Jean-Paul Haton
Fully Automated Non-Native Speech Recognition Using Confusion-Based Acoustic Model Integration and Graphemic Constraints. ICASSP (1) (2006)
E. Didiot, Irina Illina, Odile Mella, Dominique Fohr, Jean Paul Haton
A wavelet-based parameterization for speech/music segmentation. INTERSPEECH (2006)
E. Didiot, Irina Illina, Odile Mella, Dominique Fohr, Jean Paul Haton
Speech/Music Discrimination Based on Wavelets for Broadcast Programs. SIGMAP (2006)
Ghazi Bouselmi, Dominique Fohr, Irina Illina, Jean Paul Haton
Multilingual non-native speech recognition using phonetic confusion-based acoustic model modification and graphemic constraints. INTERSPEECH (2006)
Ghazi Bouselmi, Dominique Fohr, Irina Illina, Jean Paul Haton
Fully automated non-native speech recognition using confusion-based acoustic model integration. INTERSPEECH (2005)
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. INTERSPEECH (2004)
Christophe Cerisara, Dominique Fohr, Odile Mella, Irina Illina
Exploiting models intrinsic robustness for noisy speech recognition. INTERSPEECH (2004)
Filip Korkmazsky, Murat Deviren, Dominique Fohr, Irina Illina
Hidden factor dynamic Bayesian networks for speech recognition. INTERSPEECH (2004)
Dominique Fohr, Odile Mella, Christophe Cerisara, Irina Illina
The automatic news transcription system: ANTS, some real time experiments. INTERSPEECH (2004)
Filip Korkmazsky, Dominique Fohr, Irina Illina
Using linear interpolation to improve histogram equalization for speech recognition. INTERSPEECH (2004)
Christophe Cerisara, Irina Illina
Robust speech recognition to non-stationary noise based on model-driven approaches. INTERSPEECH (2003)
Fabrice Lauri, Irina Illina, Dominique Fohr
Combining EigenVoices and structural MLLR for speaker adaptation. ICASSP (1) (2003)
Vincent Barreaud, Irina Illina, Dominique Fohr, Filipp Korkmazsky
Structural state-based frame synchronous compensation. INTERSPEECH (2003)
Fabrice Lauri, Irina Illina, Dominique Fohr, Filipp Korkmazsky
Using genetic algorithms for rapid speaker adaptation. INTERSPEECH (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Irina Illina