Irina Illina

Orcid: 0000-0003-2598-4643

According to our database1, Irina Illina authored at least 103 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Training RNN language models on uncertain ASR hypotheses in limited data scenarios.
Comput. Speech Lang., January, 2024

2023
SAMbA: Speech enhancement with Asynchronous ad-hoc Microphone Arrays.
CoRR, 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

Identification of Multiword Expressions in Tweets for Hate Speech Detection.
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

Placing M-Phasis on the Plurality of Hate: A Feature-Based Corpus of Hate Online.
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

Improving Automatic Hate Speech Detection with Multiword Expression Features.
CoRR, 2021

DNN-Based Semantic Rescoring Models for Speech Recognition.
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

Multiword Expression Features for Automatic Hate Speech Detection.
Proceedings of the Natural Language Processing and Information Systems, 2021

BERT-Based Semantic Model for Rescoring N-Best Speech Recognition List.
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

Modeling and Training Strategies for Language Recognition Systems.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Distributed Speech Separation in Spatially Unconstrained Microphone Arrays.
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

Unsupervised Domain Adaptation in Cross-corpora Abusive Language Detection.
Proceedings of the Ninth International Workshop on Natural Language Processing for Social Media, 2021

2020
DNN-Based Semantic Model for Rescoring N-best Speech Recognition List.
CoRR, 2020

Introduction of Semantic Model to Help Speech Recognition.
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

BERT and fastText Embeddings for Automatic Detection of Toxic Speech.
Proceedings of the International Multi-Conference on: "Organization of Knowledge and Advanced Technologies", 2020

On Semi-Supervised LF-MMI Training of Acoustic Models with Limited Data.
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

Towards Non-Toxic Landscapes: Automatic Toxic Comment Detection Using DNN.
Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying, 2020

Label Propagation-Based Semi-Supervised Learning for Hate Speech Classification.
Proceedings of the First Workshop on Insights from Negative Results in NLP, 2020

2019
VoiceHome-2, an extended corpus for multichannel speech processing in real homes.
Speech Commun., 2019

2018
DNN Uncertainty Propagation Using GMM-Derived Uncertainty Features for Noise Robust ASR.
IEEE Signal Process. Lett., 2018

Dynamic Extension of ASR Lexicon Using Wikipedia Data.
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

RNN Language Model Estimation for Out-of-Vocabulary Words.
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

Topic segmentation in ASR transcripts using bidirectional RNNS for change detection.
Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

Consistent DNN uncertainty training and decoding for robust ASR.
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

Learning Word Importance with the Neural Bag-of-Words Model.
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

A French Corpus for Distant-Microphone Speech Processing in Real Homes.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015
Learning to retrieve out-of-vocabulary words in speech recognition.
CoRR, 2015

Neural Networks Revisited for Proper Name Retrieval from Diachronic Documents.
Proceedings of the Human Language Technology. Challenges for Computer Science and Linguistics, 2015

Study of entity-topic models for OOV proper name retrieval.
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

OOV Proper Name retrieval using topic and lexical context models.
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

Robust ASR using neural network based speech enhancement and feature simulation.
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

Evaluating grapheme-to-phoneme converters in automatic speech recognition context.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Reliability of non-native speech automatic segmentation for prosodic feedback.
Proceedings of the ISCA International Workshop on Speech and Language Technology in Education, 2011

About Handling Boundary Uncertainty in a Speaking Rate Dependent Modeling Approach.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Grapheme-to-Phoneme Conversion Using Conditional Random Fields.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

2010
A wavelet-based parameterization for speech/music discrimination.
Comput. Speech Lang., 2010

Detailed pronunciation variant modeling for speech transcription.
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
On-line Stochastic Matching compensation for non-stationary noise.
Comput. Speech Lang., 2008

Foreign accent identification based on prosodic parameters.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Multi-accent and accent-independent non-native speech recognition.
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

Combined acoustic and pronunciation modelling for non-native speech recognition.
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

A wavelet-based parameterization for speech/music segmentation.
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
Using linear interpolation to improve histogram equalization for speech recognition.
Proceedings of the 8th International Conference on Spoken Language Processing, 2004

Hidden factor dynamic Bayesian networks for speech recognition.
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

The automatic news transcription system: ANTS, some real time experiments.
Proceedings of the 8th International Conference on Spoken Language Processing, 2004

Exploiting models intrinsic robustness for noisy speech recognition.
Proceedings of the 8th International Conference on Spoken Language Processing, 2004

2003
Using genetic algorithms for rapid speaker adaptation.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Robust speech recognition to non-stationary noise based on model-driven approaches.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Structural state-based frame synchronous compensation.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Combining EigenVoices and structural MLLR for speaker adaptation.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

On-line frame-synchronous compensation of non-stationary noise.
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

Speaker normalization training for mixture stochastic trajectory model.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

The importance of segmentation probability in segment based speech recognizers.
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
Improvement in n-best search for continuous speech recognition.
Proceedings of the 4th International Conference on Spoken Language Processing, 1996

Stochastic trajectory model with state-mixture for continuous speech recognition.
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


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