Nathalie Camelin

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 39

Top Topics

Language Understanding

Error Detection

Automatic Speech Recognition

Prosodic Features

Top Venues

Publications

Valentin Pelloin, Franck Dary, Nicolas Hervé, Benoît Favre, Nathalie Camelin, Antoine Laurent, Laurent Besacier
ASR-Generated Text for Language Model Pre-training Applied to Speech Tasks. CoRR (2022)
Thibault Prouteau, Nicolas Dugué, Nathalie Camelin, Sylvain Meignier
Are Embedding Spaces Interpretable? Results of an Intrusion Detection Evaluation on a Large French Corpus. LREC (2022)
Mohamed Ettaleb, Amira Barhoumi, Nathalie Camelin, Nicolas Dugué
Evaluation of weakly-supervised methods for aspect extraction. KES (2022)
Gaëlle Laperrière, Valentin Pelloin, Antoine Caubrière, Salima Mdhaffar, Nathalie Camelin, Sahar Ghannay, Bassam Jabaian, Yannick Estève
The Spoken Language Understanding MEDIA Benchmark Dataset in the Era of Deep Learning: data updates, training and evaluation tools. LREC (2022)
Salima Mdhaffar, Valentin Pelloin, Antoine Caubrière, Gaëlle Laperrière, Sahar Ghannay, Bassam Jabaian, Nathalie Camelin, Yannick Estève
Impact Analysis of the Use of Speech and Language Models Pretrained by Self-Supersivion for Spoken Language Understanding. LREC (2022)
Valentin Pelloin, Franck Dary, Nicolas Hervé, Benoît Favre, Nathalie Camelin, Antoine Laurent, Laurent Besacier
ASR-Generated Text for Language Model Pre-training Applied to Speech Tasks. INTERSPEECH (2022)
Thibault Prouteau, Victor Connes, Nicolas Dugué, Anthony Perez, Jean-Charles Lamirel, Nathalie Camelin, Sylvain Meignier
SINr: Fast Computing of Sparse Interpretable Node Representations is not a Sin! IDA (2021)
Valentin Pelloin, Nathalie Camelin, Antoine Laurent, Renato De Mori, Antoine Caubrière, Yannick Estève, Sylvain Meignier
End2End Acoustic to Semantic Transduction. CoRR (2021)
Valentin Pelloin, Nathalie Camelin, Antoine Laurent, Renato De Mori, Antoine Caubrière, Yannick Estève, Sylvain Meignier
End2End Acoustic to Semantic Transduction. ICASSP (2021)
Amira Barhoumi, Nathalie Camelin, Chafik Aloulou, Yannick Estève, Lamia Hadrich Belguith
Toward Qualitative Evaluation of Embeddings for Arabic Sentiment Analysis. LREC (2020)
Salima Mdhaffar, Yannick Estève, Antoine Laurent, Nicolas Hernandez, Richard Dufour, Delphine Charlet, Géraldine Damnati, Solen Quiniou, Nathalie Camelin
A Multimodal Educational Corpus of Oral Courses: Annotation, Analysis and Case Study. LREC (2020)
Sahar Ghannay, Yannick Estève, Nathalie Camelin
A study of continuous space word and sentence representations applied to ASR error detection. Speech Commun. 120 (2020)
Amira Barhoumi, Nathalie Camelin, Chafik Aloulou, Yannick Estève, Lamia Hadrich Belguith
Plongements lexicaux spécifiques à la langue arabe : application à l'analyse d'opinions (Arabic-specific embedddings : application in Sentiment Analysis). PFIA (Articles courts) (2019)
Amira Barhoumi, Nathalie Camelin, Chafik Aloulou, Yannick Estève, Lamia Hadrich Belguith
An Empirical Evaluation of Arabic-Specific Embeddings for Sentiment Analysis. ICALP (2019)
Antoine Caubrière, Natalia A. Tomashenko, Antoine Laurent, Emmanuel Morin, Nathalie Camelin, Yannick Estève
Curriculum-Based Transfer Learning for an Effective End-to-End Spoken Language Understanding and Domain Portability. INTERSPEECH (2019)
Nicolas Dugué, Nathalie Camelin, Luce Lefeuvre, Xining Li, Coralie Reutenauer, Cyndel Vaudapiviz
Apprentissage et évaluation de plongements lexicaux sur un corpus SNCF en langue spécialisée. EGC (2019)
Antoine Caubrière, Natalia A. Tomashenko, Antoine Laurent, Emmanuel Morin, Nathalie Camelin, Yannick Estève
Curriculum-based transfer learning for an effective end-to-end spoken language understanding and domain portability. CoRR (2019)
Sahar Ghannay, Antoine Caubrière, Yannick Estève, Nathalie Camelin, Edwin Simonnet, Antoine Laurent, Emmanuel Morin
End-To-End Named Entity And Semantic Concept Extraction From Speech. SLT (2018)
Edwin Simonnet, Sahar Ghannay, Nathalie Camelin, Yannick Estève
Simulating ASR errors for training SLU systems. LREC (2018)
Amira Barhoumi, Chafik Aloulou, Nathalie Camelin, Yannick Estève, Lamia Hadrich Belguith
Arabic Sentiment Analysis: An Empirical Study of Machine Translation's Impact. LPKM (2018)
Amira Barhoumi, Nathalie Camelin, Yannick Estève
Des représentations continues de mots pour l'analyse d'opinions en arabe: une étude qualitative (Word embeddings for Arabic sentiment analysis : a qualitative study). CORIA-TALN-RJC (TALN 2) (2018)
Sahar Ghannay, Yannick Estève, Nathalie Camelin
Task Specific Sentence Embeddings for ASR Error Detection. INTERSPEECH (2018)
Nathalie Camelin, Géraldine Damnati, Abdessalam Bouchekif, Anaïs Landeau, Delphine Charlet, Yannick Estève
FrNewsLink : a corpus linking TV Broadcast News Segments and Press Articles. LREC (2018)
Abdessalam Bouchekif, Delphine Charlet, Géraldine Damnati, Nathalie Camelin, Yannick Estève
Evaluating Automatic Topic Segmentation as a Segment Retrieval Task. INTERSPEECH (2017)
Edwin Simonnet, Sahar Ghannay, Nathalie Camelin, Yannick Estève, Renato De Mori
ASR Error Management for Improving Spoken Language Understanding. INTERSPEECH (2017)
Edwin Simonnet, Sahar Ghannay, Nathalie Camelin, Yannick Estève, Renato De Mori
ASR error management for improving spoken language understanding. CoRR (2017)
Sahar Ghannay, Yannick Estève, Nathalie Camelin
Enriching Confusion Networks for Post-processing. SLSP (2017)
Olivier Galibert, Nathalie Camelin, Paul Deléglise, Sophie Rosset
Estimation de la qualité d'un système de reconnaissance de la parole pour une tâche de compréhension (Quality estimation of a Speech Recognition System for a Spoken Language Understanding task). JEP-TALN-RECITAL (1) (2016)
Sahar Ghannay, Yannick Estève, Nathalie Camelin, Camille Dutrey, Fabian Santiago, Martine Adda-Decker
Utilisation des représentations continues des mots et des paramètres prosodiques pour la détection d'erreurs dans les transcriptions automatiques de la parole (Combining continuous word representation and prosodic features for ASR error detection). JEP-TALN-RECITAL (1) (2016)
Sahar Ghannay, Benoît Favre, Yannick Estève, Nathalie Camelin
Word Embedding Evaluation and Combination. LREC (2016)
Yannick Estève, Sahar Ghannay, Nathalie Camelin
Recent Improvements on Error Detection for Automatic Speech Recognition. MMDA@ECAI (2016)
Sahar Ghannay, Yannick Estève, Nathalie Camelin, Paul Deléglise
Evaluation of acoustic word embeddings. RepEval@ACL (2016)
Sahar Ghannay, Yannick Estève, Nathalie Camelin, Paul Deléglise
Acoustic Word Embeddings for ASR Error Detection. INTERSPEECH (2016)
Abdessalam Bouchekif, Géraldine Damnati, Delphine Charlet, Nathalie Camelin, Yannick Estève
Title assignment for automatic topic segments in TV broadcast news. ICASSP (2016)
Edwin Simonnet, Paul Deléglise, Nathalie Camelin, Yannick Estève
Des Réseaux de Neurones avec Mécanisme d'Attention pour la Compréhension de la Parole (Exploring the use of Attention-Based Recurrent Neural Networks For Spoken Language Understanding ). JEP-TALN-RECITAL (1) (2016)
Abdessalam Bouchekif, Géraldine Damnati, Nathalie Camelin, Yannick Estève, Delphine Charlet
Segmentation et Titrage Automatique de Journaux Télévisés. TALN (2015)
Abdessalam Bouchekif, Géraldine Damnati, Yannick Estève, Delphine Charlet, Nathalie Camelin
Diachronic semantic cohesion for topic segmentation of TV broadcast news. INTERSPEECH (2015)
Sahar Ghannay, Yannick Estève, Nathalie Camelin, Camille Dutrey, Fabian Santiago, Martine Adda-Decker
Combining Continuous Word Representation and Prosodic Features for ASR Error Prediction. SLSP (2015)
Sahar Ghannay, Yannick Estève, Nathalie Camelin
Word embeddings combination and neural networks for robustness in ASR error detection. EUSIPCO (2015)
Antoine Laurent, Nathalie Camelin, Christian Raymond
Boosting bonsai trees for efficient features combination: application to speaker role identification. INTERSPEECH (2014)
Daniel Luzzati, Cyril Grouin, Ioana Vasilescu, Martine Adda-Decker, Éric Bilinski, Nathalie Camelin, Juliette Kahn, Carole Lailler, Lori Lamel, Sophie Rosset
Human annotation of ASR error regions: Is "gravity" a sharable concept for human annotators? LREC (2014)
Fethi Bougares, Mickael Rouvier, Nathalie Camelin, Paul Deléglise, Yannick Estève
An Investigation of Single-Pass ASR System Combination for Spoken Language Understanding. SLSP (2013)
Fabrice Lefèvre, Djamel Mostefa, Laurent Besacier, Yannick Estève, Matthieu Quignard, Nathalie Camelin, Benoît Favre, Bassam Jabaian, Lina Maria Rojas-Barahona
Leveraging study of robustness and portability of spoken language understanding systems across languages and domains: the PORTMEDIA corpora. LREC (2012)
Fabrice Lefèvre, Djamel Mostefa, Laurent Besacier, Yannick Estève, Matthieu Quignard, Nathalie Camelin, Benoît Favre, Bassam Jabaian, Lina Maria Rojas-Barahona
Robustesse et portabilités multilingue et multi-domaines des systèmes de compréhension de la parole : les corpus du projet PortMedia (Robustness and portability of spoken language understanding systems among languages and domains : the PORTMEDIA project) [in French]. JEP-TALN-RECITAL 2012 (2012)
Nathalie Camelin, Boris Detienne, Stéphane Huet, Dominique Quadri, Fabrice Lefèvre
Concept Discovery and Automatic Semantic Annotation for Language Understanding in an Information-Query Dialogue System Using Latent Dirichlet Allocation and Segmental Methods. IC3K (2011)
Nathalie Camelin, Boris Detienne, Stéphane Huet, Dominique Quadri, Fabrice Lefèvre
Concept Discovery for Language Understanding in an Information-query Dialogue System. KDIR (2011)
Nathalie Camelin, Boris Detienne, Stéphane Huet, Dominique Quadri, Fabrice Lefèvre
Unsupervised Concept Annotation using Latent Dirichlet Allocation and Segmental Methods. ULNLP@EMNLP (2011)
Nathalie Camelin, Frédéric Béchet, Géraldine Damnati, Renato de Mori
Detection and Interpretation of Opinion Expressions in Spoken Surveys. IEEE Trans. Speech Audio Process. 18 (2) (2010)
Christophe Servan, Nathalie Camelin, Christian Raymond, Frédéric Béchet, Renato de Mori
On the use of machine translation for spoken language understanding portability. ICASSP (2010)
Nathalie Camelin, Renato de Mori, Frédéric Béchet, Géraldine Damnati
Error correction of proportions in spoken opinion surveys. INTERSPEECH (2009)
Nathalie Camelin, Géraldine Damnati, Frédéric Béchet, Renato de Mori
Automatic customer feedback processing: alarm detection in open question spoken messages. INTERSPEECH (2008)
Nathalie Camelin, Frédéric Béchet, Géraldine Damnati, Renato de Mori
Speech mining in noisy audio message corpus. INTERSPEECH (2007)
Christian Raymond, Frédéric Béchet, Nathalie Camelin, Renato de Mori, Géraldine Damnati
Sequential Decision Strategies for Machine Interpretation of Speech. IEEE Trans. Speech Audio Process. 15 (1) (2007)
Nathalie Camelin, Frédéric Béchet, Géraldine Damnati, Renato De Mori
Analyse automatique de sondages téléphoniques d'opinion. TALN (Posters) (2007)
Nathalie Camelin, Géraldine Damnati, Frédéric Béchet, Renato de Mori
Opinion mining in a telephone survey corpus. INTERSPEECH (2006)
Frédéric Béchet, Géraldine Damnati, Nathalie Camelin, Renato de Mori
Spoken Opinion Extraction for Detecting Variations in User Satisfaction. SLT (2006)
Christian Raymond, Frédéric Béchet, Nathalie Camelin, Renato De Mori, Géraldine Damnati
Semantic Interpretation With Error Correction. ICASSP (1) (2005)