Salima Mdhaffar

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 32

Top Topics

Speech Recognition

Language Understanding

Qualitative Evaluation

Top Venues

Publications

Chloé Sekkat, Fanny Leroy, Salima Mdhaffar, Blake Perry Smith, Yannick Estève, Joseph Dureau, Alice Coucke
Sonos Voice Control Bias Assessment Dataset: A Methodology for Demographic Bias Assessment in Voice Assistants. LREC/COLING (2024)
Salima Mdhaffar, Fethi Bougares, Renato de Mori, Salah Zaiem, Mirco Ravanelli, Yannick Estève
TARIC-SLU: A Tunisian Benchmark Dataset for Spoken Language Understanding. LREC/COLING (2024)
Salima Mdhaffar, Haroun Elleuch, Fethi Bougares, Yannick Estève
Performance Analysis of Speech Encoders for Low-Resource SLU and ASR in Tunisian Dialect. CoRR (2024)
Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech. Comput. Speech Lang. 86 (2024)
Mirco Ravanelli, Titouan Parcollet, Adel Moumen, Sylvain de Langen, Cem Subakan, Peter Plantinga, Yingzhi Wang, Pooneh Mousavi, Luca Della Libera, Artem Ploujnikov, Francesco Paissan, Davide Borra, Salah Zaiem, Zeyu Zhao, Shucong Zhang, Georgios Karakasidis, Sung-Lin Yeh, Pierre Champion, Aku Rouhe, Rudolf Braun, Florian Mai, Juan Zuluaga-Gomez, Seyed Mahed Mousavi, Andreas Nautsch, Xuechen Liu, Sangeet Sagar, Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Mickael Rouvier, Renato De Mori, Yannick Estève
Open-Source Conversational AI with SpeechBrain 1.0. CoRR (2024)
Chloé Sekkat, Fanny Leroy, Salima Mdhaffar, Blake Perry Smith, Yannick Estève, Joseph Dureau, Alice Coucke
Sonos Voice Control Bias Assessment Dataset: A Methodology for Demographic Bias Assessment in Voice Assistants. CoRR (2024)
Antoine Laurent, Souhir Gahbiche, Ha Nguyen, Haroun Elleuch, Fethi Bougares, Antoine Thiol, Hugo Riguidel, Salima Mdhaffar, Gaëlle Laperrière, Lucas Maison, Sameer Khurana, Yannick Estève
ON-TRAC Consortium Systems for the IWSLT 2023 Dialectal and Low-resource Speech Translation Tasks. IWSLT@ACL (2023)
Tuan Nguyen, Salima Mdhaffar, Natalia A. Tomashenko, Jean-François Bonastre, Yannick Estève
Federated Learning for ASR Based on wav2vec 2.0. ICASSP (2023)
Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech. CoRR (2023)
Tuan Nguyen, Salima Mdhaffar, Natalia A. Tomashenko, Jean-François Bonastre, Yannick Estève
Federated Learning for ASR based on Wav2vec 2.0. CoRR (2023)
Natalia A. Tomashenko, Salima Mdhaffar, Marc Tommasi, Yannick Estève, Jean-François Bonastre
Privacy Attacks for Automatic Speech Recognition Acoustic Models in A Federated Learning Framework. ICASSP (2022)
Salima Mdhaffar, Jarod Duret, Titouan Parcollet, Yannick Estève
End-to-end model for named entity recognition from speech without paired training data. CoRR (2022)
Salima Mdhaffar, Jarod Duret, Titouan Parcollet, Yannick Estève
End-to-end model for named entity recognition from speech without paired training data. INTERSPEECH (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)
Salima Mdhaffar, Jean-François Bonastre, Marc Tommasi, Natalia A. Tomashenko, Yannick Estève
Retrieving Speaker Information from Personalized Acoustic Models for Speech Recognition. ICASSP (2022)
Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark. NeurIPS Datasets and Benchmarks (2021)
Sahar Ghannay, Antoine Caubrière, Salima Mdhaffar, Gaëlle Laperrière, Bassam Jabaian, Yannick Estève
Where Are We in Semantic Concept Extraction for Spoken Language Understanding? SPECOM (2021)
Sahar Ghannay, Antoine Caubrière, Salima Mdhaffar, Gaëlle Laperrière, Bassam Jabaian, Yannick Estève
Where are we in semantic concept extraction for Spoken Language Understanding? CoRR (2021)
Natalia A. Tomashenko, Salima Mdhaffar, Marc Tommasi, Yannick Estève, Jean-François Bonastre
Privacy attacks for automatic speech recognition acoustic models in a federated learning framework. CoRR (2021)
Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. CoRR (2021)
Salima Mdhaffar, Marc Tommasi, Yannick Estève
Study on Acoustic Model Personalization in a Context of Collaborative Learning Constrained by Privacy Preservation. SPECOM (2021)
Hang Le, Florentin Barbier, Ha Nguyen, Natalia A. Tomashenko, Salima Mdhaffar, Souhir Gahbiche, Benjamin Lecouteux, Didier Schwab, Yannick Estève
ON-TRAC' systems for the IWSLT 2021 low-resource speech translation and multilingual speech translation shared tasks. IWSLT (2021)
Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. Interspeech (2021)
Salima Mdhaffar, Jean-François Bonastre, Marc Tommasi, Natalia A. Tomashenko, Yannick Estève
Retrieving Speaker Information from Personalized Acoustic Models for Speech Recognition. CoRR (2021)
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)
Abir Masmoudi, Salima Mdhaffar, Rahma Sellami, Lamia Hadrich Belguith
Automatic Diacritics Restoration for Tunisian Dialect. ACM Trans. Asian Low Resour. Lang. Inf. Process. 18 (3) (2019)
Salima Mdhaffar, Yannick Estève, Nicolas Hernandez, Antoine Laurent, Richard Dufour, Solen Quiniou
Qualitative Evaluation of ASR Adaptation in a Lecture Context: Application to the PASTEL Corpus. INTERSPEECH (2019)
Vincent Bettenfeld, Salima Mdhaffar, Christophe Choquet, Claudine Piau-Toffolon
Instrumentation of Learning Situation using Automated Speech Transcription: A Prototyping Approach. CSEDU (2) (2019)
Salima Mdhaffar, Yannick Estève, Nicolas Hernandez, Antoine Laurent, Solen Quiniou
Apport de l'adaptation automatique des modèles de langage pour la reconnaissance de la parole: évaluation qualitative extrinsèque dans un contexte de traitement de cours magistraux (Contribution of automatic adaptation of language models for speech recognition : extrinsic qualitative evaluation in a context of educational courses). PFIA (Articles courts) (2019)
Vincent Bettenfeld, Salima Mdhaffar, Christophe Choquet, Claudine Piau-Toffolon
Instrumentation of Classrooms Using Synchronous Speech Transcription. EC-TEL (2018)
Salima Mdhaffar, Antoine Laurent, Yannick Estève
Le corpus PASTEL pour le traitement automatique de cours magistraux (PASTEL corpus for automatic processing of lectures). CORIA-TALN-RJC (TALN 2) (2018)