| 2020 | ICASSP | E2E-SINCNET: Toward Fully End-To-End Speech Recognition. | Titouan Parcollet, Mohamed Morchid, Georges Linars |
| 2020 | LREC | Serial Speakers: a Dataset of TV Series. | Xavier Bost, Vincent Labatut, Georges Linars |
| 2020 | LREC | WAC: A Corpus of Wikipedia Conversations for Online Abuse Detection. | No Cecillon, Vincent Labatut, Richard Dufour, Georges Linars |
| 2019 | ICASSP | Quaternion Convolutional Neural Networks for Heterogeneous Image Processing. | Titouan Parcollet, Mohamed Morchid, Georges Linars |
| 2019 | ICASSP | Bidirectional Quaternion Long Short-term Memory Recurrent Neural Networks for Speech Recognition. | Titouan Parcollet, Mohamed Morchid, Georges Linars, Renato De Mori |
| 2019 | ICLR | Quaternion Recurrent Neural Networks. | Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linars, Chiheb Trabelsi, Renato De Mori, Yoshua Bengio |
| 2019 | Interspeech | M2H-GAN: A GAN-Based Mapping from Machine to Human Transcripts for Speech Understanding. | Titouan Parcollet, Mohamed Morchid, Xavier Bost, Georges Linars |
| 2019 | Interspeech | Real to H-Space Encoder for Speech Recognition. | Titouan Parcollet, Mohamed Morchid, Georges Linars, Renato De Mori |
| 2018 | Interspeech | Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition. | Titouan Parcollet, Ying Zhang, Mohamed Morchid, Chiheb Trabelsi, Georges Linars, Renato de Mori, Yoshua Bengio |
| 2017 | ASRU | Deep quaternion neural networks for spoken language understanding. | Titouan Parcollet, Mohamed Morchid, Georges Linars |
| 2017 | CICLING | Impact of Content Features for Automatic Online Abuse Detection. | Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linars |
| 2017 | Interspeech | Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations. | Titouan Parcollet, Mohamed Morchid, Georges Linars |
| 2016 | ICASSP | Document level semantic context for retrieving OOV proper names. | Imran A. Sheikh, Irina Ulina, Dominique Fohr, Georges Linars |
| 2016 | Interspeech | Deep Stacked Autoencoders for Spoken Language Understanding. | Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linars, Renato De Mori |
| 2016 | Interspeech | Spoken Language Understanding in a Latent Topic-Based Subspace. | Mohamed Morchid, Mohamed Bouaziz, Waad Ben Kheder, Killian Janod, Pierre-Michel Bousquet, Richard Dufour, Georges Linars |
| 2016 | Interspeech | Improved Neural Bag-of-Words Model to Retrieve Out-of-Vocabulary Words in Speech Recognition. | Imran A. Sheikh, Irina Illina, Dominique Fohr, Georges Linars |
| 2015 | ASRU | Topic-space based setup of a neural network for theme identification of highly imperfect transcriptions. | Mohamed Morchid, Richard Dufour, Georges Linars |
| 2015 | CICLING | Latent Topic Model Based Representations for a Robust Theme Identification of Highly Imperfect Automatic Transcriptions. | Mohamed Morchid, Richard Dufour, Georges Linars, Youssef Hamadi |
| 2015 | ICASSP | Audiovisual speaker diarization of TV series. | Xavier Bost, Georges Linars, Serigne Gueye |
| 2015 | ICASSP | OOV Proper Name retrieval using topic and lexical context models. | Imran A. Sheikh, Irina Illina, Dominique Fohr, Georges Linars |
| 2015 | SP | Integration of Word and Semantic Features for Theme Identification in Telephone Conversations. | Yannick Estve, Mohamed Bouallegue, Carole Lailler, Mohamed Morchid, Richard Dufour, Georges Linars, Driss Matrouf, Renato De Mori |
| 2014 | EMNLP | An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents. | Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linars, Driss Matrouf, Renato de Mori |
| 2014 | ICASSP | Improving dialogue classification using a topic space representation and a Gaussian classifier based on the decision rule. | Mohamed Morchid, Richard Dufour, Pierre-Michel Bousquet, Mohamed Bouallegue, Georges Linars, Renato De Mori |
| 2014 | Interspeech | Multimodal understanding for person recognition in video broadcasts. | Frdric Bchet, Meriem Bendris, Delphine Charlet, Graldine Damnati, Benot Favre, Mickael Rouvier, Rmi Auguste, Benjamin Bigot, Richard Dufour, Corinne Fredouille, Georges Linars, Jean Martinet, Grgory Senay, Pierre Tirilly |
| 2014 | Interspeech | Subspace Gaussian mixture models for dialogues classification. | Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linars, Renato De Mori |
| 2014 | Interspeech | Factor analysis based semantic variability compensation for automatic conversation representation. | Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linars, Renato De Mori |
| 2014 | Interspeech | Proper name retrieval from diachronic documents for automatic speech transcription using lexical and temporal context. | Irina Illina, Dominique Fohr, Georges Linars |
| 2014 | Interspeech | I-vector based representation of highly imperfect automatic transcriptions. | Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linars, Driss Matrouf, Renato De Mori |
| 2014 | Interspeech | Theme identification in human-human conversations with features from specific speaker type hidden spaces. | Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linars, Renato De Mori |
| 2014 | LREC | A LDA-based Topic Classification Approach from highly Imperfect Automatic Transcriptions. | Mohamed Morchid, Richard Dufour, Georges Linars |
| 2014 | LREC | Characterizing and Predicting Bursty Events: The Buzz Case Study on Twitter. | Mohamed Morchid, Georges Linars, Richard Dufour |
| 2013 | CBMI | Event detection from image hosting services by slightly-supervised multi-span context models. | Mohamed Morchid, Richard Dufour, Georges Linars |
| 2013 | ICASSP | Person name recognition in ASR outputs using continuous context models. | Benjamin Bigot, Grgory Senay, Georges Linars, Corinne Fredouille, Richard Dufour |
| 2013 | Interspeech | Combining acoustic name spotting and continuous context models to improve spoken person name recognition in speech. | Benjamin Bigot, Grgory Senay, Georges Linars, Corinne Fredouille, Richard Dufour |
| 2013 | Interspeech | PERCOLI: A Person Identification System for the 2013 REPERE Challenge. | Benot Favre, Graldine Damnati, Frdric Bchet, Meriem Bendris, Delphine Charlet, Rmi Auguste, Stphane Ayache, Benjamin Bigot, Alexandre Delteil, Richard Dufour, Corinne Fredouille, Georges Linars, Jean Martinet, Grgory Senay, Pierre Tirilly |
| 2013 | Interspeech | Theme identification in telephone service conversations using quaternions of speech features. | Mohamed Morchid, Georges Linars, Marc El-Bze, Renato De Mori |
| 2013 | Interspeech | Person name spotting by combining acoustic matching and LDA topic models. | Grgory Senay, Benjamin Bigot, Richard Dufour, Georges Linars, Corinne Fredouille |
| 2012 | EAMT | Statistical Post-Editing of Machine Translation for Domain Adaptation. | Raphal Rubino, Stphane Huet, Fabrice Lefvre, Georges Linars |
| 2012 | Interspeech | Low latency combination of parallelized single-pass LVCSR systems. | Fethi Bougares, Mickael Rouvier, Yannick Estve, Georges Linars |
| 2012 | Interspeech | Subspace Gaussian Mixture Models Based on Noise Compensation for Speech Recognition. | Mohamed Bouallegue, Driss Matrouf, Georges Linars, Mickael Rouvier |
| 2012 | Interspeech | Confidence measure for speech indexing based on Latent Dirichlet Allocation. | Grgory Senay, Georges Linars |
| 2011 | ASRU | Subspace Gaussian Mixture Models for vectorial HMM-states representation. | Mohamed Bouallegue, Driss Matrouf, Mickael Rouvier, Georges Linars |
| 2011 | ASRU | Bag of n-gram driven decoding for LVCSR system harnessing. | Fethi Bougares, Yannick Estve, Paul Delglise, Georges Linars |
| 2011 | ASRU | Factor analysis based session variability compensation for Automatic Speech Recognition. | Mickael Rouvier, Mohamed Bouallegue, Driss Matrouf, Georges Linars |
| 2011 | CICLING | A Multi-view Approach for Term Translation Spotting. | Raphal Rubino, Georges Linars |
| 2011 | ICASSP | A simplified Subspace Gaussian Mixture to compact acoustic models for speech recognition. | Mohamed Bouallegue, Driss Matrouf, Georges Linars |
| 2011 | ICASSP | A segment-level confidence measure for Spoken Document Retrieval. | Grgory Senay, Georges Linars, Benjamin Lecouteux |
| 2011 | Interspeech | On the Use of Linguistic Features in an Automatic System for Speech Analytics of Telephone Conversations. | Benjamin Maza, Marc El-Bze, Georges Linars, Renato de Mori |
| 2010 | ICASSP | Semantic cache model driven speech recognition. | Benjamin Lecouteux, Pascal Nocera, Georges Linars |
| 2010 | ICASSP | Transcription-based video genre classification. | Stanislas Oger, Mickael Rouvier, Georges Linars |
| 2010 | ICASSP | On-the-fly video genre classification by combination of audio features. | Mickael Rouvier, Georges Linars, Driss Matrouf |
| 2010 | Interspeech | Improving back-off models with bag of words and hollow-grams. | Benjamin Lecouteux, Raphal Rubino, Georges Linars |
| 2010 | Interspeech | Combination of probabilistic and possibilistic language models. | Stanislas Oger, Vladimir Popescu, Georges Linars |
| 2010 | Interspeech | A language-identification inspired method for spontaneous speech detection. | Mickael Rouvier, Richard Dufour, Georges Linars, Yannick Estve |
| 2010 | LREC | Transcriber Driving Strategies for Transcription Aid System. | Grgory Senay, Georges Linars, Benjamin Lecouteux, Stanislas Oger, Thierry Michel |
| 2009 | Interspeech | Combined low level and high level features for out-of-vocabulary word detection. | Benjamin Lecouteux, Georges Linars, Benot Favre |
| 2009 | Interspeech | Probabilistic and possibilistic language models based on the world wide web. | Stanislas Oger, Vladimir Popescu, Georges Linars |
| 2009 | Interspeech | Robust audio-based classification of video genre. | Mickael Rouvier, Georges Linars, Driss Matrouf |
| 2009 | Interspeech | Factor analysis for audio-based video genre classification. | Mickael Rouvier, Driss Matrouf, Georges Linars |
| 2008 | ICASSP | Frame-based acoustic feature integration for speech understanding. | Loc Barrault, Christophe Servan, Driss Matrouf, Georges Linars, Renato de Mori |
| 2008 | ICASSP | Generalized driven decoding for speech recognition system combination. | Benjamin Lecouteux, Georges Linars, Yannick Estve, Guillaume Gravier |
| 2008 | ICASSP | On-demand new word learning using world wide web. | Stanislas Oger, Georges Linars, Frdric Bchet, Pascal Nocera |
| 2008 | LREC | Local Methods for On-Demand Out-of-Vocabulary Word Retrieval. | Stanislas Oger, Georges Linars, Frdric Bchet |
| 2007 | ICASSP | System Combination by Driven Decoding. | Benjamin Lecouteux, Georges Linars, Yannick Estve, Julie Mauclair |
| 2007 | Interspeech | Text island spotting in large speech databases. | Benjamin Lecouteux, Georges Linars, Frdric Beaugendre, Pascal Nocera |
| 2007 | Interspeech | Fast adaptation of GMM-based compact models. | Christophe Lvy, Georges Linars, Jean-Franois Bonastre |
| 2006 | Interspeech | Imperfect transcript driven speech recognition. | Benjamin Lecouteux, Georges Linars, Pascal Nocera, Jean-Franois Bonastre |
| 2006 | Interspeech | GMM-based acoustic modeling for embedded speech recognition. | Christophe Lvy, Georges Linars, Jean-Franois Bonastre |
| 2005 | Interspeech | Scalable language model look-ahead for LVCSR. | Dominique Massoni, Pascal Nocera, Georges Linars |
| 2004 | ICASSP | Reducing computational and memory cost for cellular phone embedded speech recognition system. | Christophe Lvy, Georges Linars, Pascal Nocera, Jean-Franois Bonastre |
| 2003 | ICASSP | Structural speaker adaptation using maximum a posteriori approach and a Gaussian distributions merging technique. | Olivier Bellot, Driss Matrouf, Pascal Nocera, Georges Linars, Jean-Franois Bonastre |
| 2003 | Interspeech | Structural linear model-space transformations for speaker adaptation. | Driss Matrouf, Olivier Bellot, Pascal Nocera, Georges Linars, Jean-Franois Bonastre |
| 2001 | Interspeech | A posteriori and a priori transformations for speaker adaptation in large vocabulary speech recognition systems. | Driss Matrouf, Olivier Bellot, Pascal Nocera, Georges Linars, Jean-Franois Bonastre |
| 1997 | ICANN | Model Breaking Detection Using Independent Component Classifier. | Georges Linars, Pascal Nocera, Henri Meloni |
| 1997 | ICASSP | Mixed acoustic events classification using ICA and subspace classifier. | Georges Linars, Pascal Nocera, Henri Meloni |