Salima Mdhaffar

52 papers A 7B 4C 1Misc 3Journal 24Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Ara-Best-RQ: Multi Dialectal Arabic SSL. CoRR Haroun Elleuch, Ryan Whetten, Salima Mdhaffar, Yannick Estève, Fethi Bougares
2026	J	`jnl`	Learning Multiple Utterance-Level Attribute Representations with a Unified Speech Encoder. CoRR Maryem Bouziane, Salima Mdhaffar, Yannick Estève
2026	J	`jnl`	Pantagruel: Unified Self-Supervised Encoders for French Text and Speech. CoRR Phuong-Hang Le, Valentin Pelloin, Arnault Chatelain, Maryem Bouziane, Mohammed Ghennai, Qianwen Guan, Kirill Milintsevich, Salima Mdhaffar, Aidan Mannion, Nils Defauw, Shuyue Gu, Alexandre Audibert, Marco Dinarelli, Yannick Estève, Lorraine Goeuriot, Steffen Lalande, Nicolas Hervé, Maximin Coavoux, François Portet, Étienne Ollion, Marie Candito, Maxime Peyrard, Solange Rossato, Benjamin Lecouteux, Aurélie Nardy, Gilles Sérasset, Vincent Segonne, Solène Evain, Diandra Fabre, Didier Schwab
2026	J	`jnl`	SLURP-TN : Resource for Tunisian Dialect Spoken Language Understanding. CoRR Haroun Elleuch, Salima Mdhaffar, Yannick Estève, Fethi Bougares
2026	J	`jnl`	Using Multimodal and Language-Agnostic Sentence Embeddings for Abstractive Summarization. CoRR Chaimae Chellaf, Salima Mdhaffar, Yannick Estève, Stéphane Huet
2025	A	`conf`	ADI-20: Arabic Dialect Identification dataset and models. INTERSPEECH Haroun Elleuch, Salima Mdhaffar, Yannick Estève, Fethi Bougares
2025	J	`jnl`	ADI-20: Arabic Dialect Identification dataset and models. CoRR Haroun Elleuch, Salima Mdhaffar, Yannick Estève, Fethi Bougares
2025	A	`conf`	Beyond Similarity Scoring: Detecting Entailment and Contradiction in Multilingual and Multimodal Contexts. INTERSPEECH Othman Istaiteh, Salima Mdhaffar, Yannick Estève
2025	J	`jnl`	ELYADATA & LIA at NADI 2025: ASR and ADI Subtasks. CoRR Haroun Elleuch, Youssef Saidi, Salima Mdhaffar, Yannick Estève, Fethi Bougares
2025	A	`conf`	Extending the Fongbe to French Speech Translation Corpus: resources, models and benchmark. INTERSPEECH D. Fortune Kponou, Salima Mdhaffar, Fréjus A. A. Laleye, Eugène C. Ezin, Yannick Estève
2025	—	`conf`	In-Domain SSL Pre-training and Streaming ASR: Application to Air Traffic Control Communications. SPECOM (2) Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Ryan Whetten, Audrey Galametz, Catherine Kobus, Marion-Cécile Martin, Jo Oleiwan, Yannick Estève
2025	J	`jnl`	In-domain SSL pre-training and streaming ASR. CoRR Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Ryan Whetten, Audrey Galametz, Catherine Kobus, Marion-Cécile Martin, Jo Oleiwan, Yannick Estève
2025	C	`conf`	SENSE models: an open source solution for multilingual and multimodal semantic-based tasks. ASRU Salima Mdhaffar, Haroun Elleuch, Chaimae Chellaf, Ha Nguyen, Yannick Estève
2025	J	`jnl`	SENSE models: an open source solution for multilingual and multimodal semantic-based tasks. CoRR Salima Mdhaffar, Haroun Elleuch, Chaimae Chellaf, Ha Nguyen, Yannick Estève
2025	J	`jnl`	TEDxTN: A Three-way Speech Translation Corpus for Code-Switched Tunisian Arabic - English. CoRR Fethi Bougares, Salima Mdhaffar, Haroun Elleuch, Yannick Estève
2025	A	`conf`	Towards a Unified Benchmark for Arabic Pronunciation Assessment: Qur'anic Recitation as Case Study. INTERSPEECH Yassine El Kheir, Omnia Ibrahim, Amit Meghanani, Nada AlMarwani, Hawau Olamide Toyin, Sadeen Alharbi, Modar Alfadly, Lamya Alkanhal, Ibrahim Selim, Shehab Elbatal, Salima Mdhaffar, Thomas Hain, Yasser Hifny, Mostafa Shahin, Ahmed Ali
2025	J	`jnl`	Towards a Unified Benchmark for Arabic Pronunciation Assessment: Quranic Recitation as Case Study. CoRR Yassine El Kheir, Omnia Ibrahim, Amit Meghanani, Nada AlMarwani, Hawau Olamide Toyin, Sadeen Alharbi, Modar Alfadly, Lamya Alkanhal, Ibrahim Selim, Shehab Elbatal, Salima Mdhaffar, Thomas Hain, Yasser Hifny, Mostafa Shahin, Ahmed Ali
2024	A	`conf`	Extraction of interpretable and shared speaker-specific speech attributes through binary auto-encoder. INTERSPEECH Imen Ben Amor, Jean-François Bonastre, Salima Mdhaffar
2024	J	`jnl`	LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech. Comput. Speech Lang. 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
2024	J	`jnl`	Open-Source Conversational AI with SpeechBrain 1.0. CoRR 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
2024	J	`jnl`	Open-Source Conversational AI with SpeechBrain 1.0. J. Mach. Learn. Res. 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, Ha Nguyen, Xuechen Liu, Sangeet Sagar, Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Mickael Rouvier, Renato De Mori, Yannick Estève
2024	—	`conf`	Performance Analysis of Speech Encoders for Low-Resource SLU and ASR in Tunisian Dialect. ArabicNLP Salima Mdhaffar, Haroun Elleuch, Fethi Bougares, Yannick Estève
2024	J	`jnl`	Performance Analysis of Speech Encoders for Low-Resource SLU and ASR in Tunisian Dialect. CoRR Salima Mdhaffar, Haroun Elleuch, Fethi Bougares, Yannick Estève
2024	—	`conf`	Sonos Voice Control Bias Assessment Dataset: A Methodology for Demographic Bias Assessment in Voice Assistants. LREC/COLING Chloé Sekkat, Fanny Leroy, Salima Mdhaffar, Blake Perry Smith, Yannick Estève, Joseph Dureau, Alice Coucke
2024	J	`jnl`	Sonos Voice Control Bias Assessment Dataset: A Methodology for Demographic Bias Assessment in Voice Assistants. CoRR Chloé Sekkat, Fanny Leroy, Salima Mdhaffar, Blake Perry Smith, Yannick Estève, Joseph Dureau, Alice Coucke
2024	—	`conf`	TARIC-SLU: A Tunisian Benchmark Dataset for Spoken Language Understanding. LREC/COLING Salima Mdhaffar, Fethi Bougares, Renato De Mori, Salah Zaiem, Mirco Ravanelli, Yannick Estève
2023	Misc	`conf`	Federated Learning for ASR Based on wav2vec 2.0. ICASSP Tuan Nguyen, Salima Mdhaffar, Natalia A. Tomashenko, Jean-François Bonastre, Yannick Estève
2023	J	`jnl`	Federated Learning for ASR based on Wav2vec 2.0. CoRR Tuan Nguyen, Salima Mdhaffar, Natalia A. Tomashenko, Jean-François Bonastre, Yannick Estève
2023	J	`jnl`	LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech. CoRR 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
2023	—	`conf`	ON-TRAC Consortium Systems for the IWSLT 2023 Dialectal and Low-resource Speech Translation Tasks. IWSLT@ACL Antoine Laurent, Souhir Gahbiche, Ha Nguyen, Haroun Elleuch, Fethi Bougares, Antoine Thiol, Hugo Riguidel, Salima Mdhaffar, Gaëlle Laperrière, Lucas Maison, Sameer Khurana, Yannick Estève
2022	A	`conf`	End-to-end model for named entity recognition from speech without paired training data. INTERSPEECH Salima Mdhaffar, Jarod Duret, Titouan Parcollet, Yannick Estève
2022	J	`jnl`	End-to-end model for named entity recognition from speech without paired training data. CoRR Salima Mdhaffar, Jarod Duret, Titouan Parcollet, Yannick Estève
2022	B	`conf`	Impact Analysis of the Use of Speech and Language Models Pretrained by Self-Supersivion for Spoken Language Understanding. LREC Salima Mdhaffar, Valentin Pelloin, Antoine Caubrière, Gaëlle Laperrière, Sahar Ghannay, Bassam Jabaian, Nathalie Camelin, Yannick Estève
2022	Misc	`conf`	Privacy Attacks for Automatic Speech Recognition Acoustic Models in A Federated Learning Framework. ICASSP Natalia A. Tomashenko, Salima Mdhaffar, Marc Tommasi, Yannick Estève, Jean-François Bonastre
2022	Misc	`conf`	Retrieving Speaker Information from Personalized Acoustic Models for Speech Recognition. ICASSP Salima Mdhaffar, Jean-François Bonastre, Marc Tommasi, Natalia A. Tomashenko, Yannick Estève
2022	B	`conf`	The Spoken Language Understanding MEDIA Benchmark Dataset in the Era of Deep Learning: data updates, training and evaluation tools. LREC Gaëlle Laperrière, Valentin Pelloin, Antoine Caubrière, Salima Mdhaffar, Nathalie Camelin, Sahar Ghannay, Bassam Jabaian, Yannick Estève
2021	J	`jnl`	LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. CoRR 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
2021	—	`conf`	ON-TRAC' systems for the IWSLT 2021 low-resource speech translation and multilingual speech translation shared tasks. IWSLT Hang Le, Florentin Barbier, Ha Nguyen, Natalia A. Tomashenko, Salima Mdhaffar, Souhir Gahbiche, Benjamin Lecouteux, Didier Schwab, Yannick Estève
2021	J	`jnl`	Privacy attacks for automatic speech recognition acoustic models in a federated learning framework. CoRR Natalia A. Tomashenko, Salima Mdhaffar, Marc Tommasi, Yannick Estève, Jean-François Bonastre
2021	J	`jnl`	Retrieving Speaker Information from Personalized Acoustic Models for Speech Recognition. CoRR Salima Mdhaffar, Jean-François Bonastre, Marc Tommasi, Natalia A. Tomashenko, Yannick Estève
2021	—	`conf`	Study on Acoustic Model Personalization in a Context of Collaborative Learning Constrained by Privacy Preservation. SPECOM Salima Mdhaffar, Marc Tommasi, Yannick Estève
2021	—	`conf`	Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark. NeurIPS Datasets and Benchmarks 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
2021	—	`conf`	Where Are We in Semantic Concept Extraction for Spoken Language Understanding? SPECOM Sahar Ghannay, Antoine Caubrière, Salima Mdhaffar, Gaëlle Laperrière, Bassam Jabaian, Yannick Estève
2021	J	`jnl`	Where are we in semantic concept extraction for Spoken Language Understanding? CoRR Sahar Ghannay, Antoine Caubrière, Salima Mdhaffar, Gaëlle Laperrière, Bassam Jabaian, Yannick Estève
2020	B	`conf`	A Multimodal Educational Corpus of Oral Courses: Annotation, Analysis and Case Study. LREC Salima Mdhaffar, Yannick Estève, Antoine Laurent, Nicolas Hernandez, Richard Dufour, Delphine Charlet, Géraldine Damnati, Solen Quiniou, Nathalie Camelin
2020	—	`—`	Reconnaissance de la parole dans un contexte de cours magistraux : évaluation, avancées et enrichissement. (Speech recognition in the context of lectures: evaluation, progress and enrichment). Salima Mdhaffar
2019	—	`conf`	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) Salima Mdhaffar, Yannick Estève, Nicolas Hernandez, Antoine Laurent, Solen Quiniou
2019	J	`jnl`	Automatic Diacritics Restoration for Tunisian Dialect. ACM Trans. Asian Low Resour. Lang. Inf. Process. Abir Masmoudi, Salima Mdhaffar, Rahma Sellami, Lamia Hadrich Belguith
2019	—	`conf`	Instrumentation of Learning Situation using Automated Speech Transcription: A Prototyping Approach. CSEDU (2) Vincent Bettenfeld, Salima Mdhaffar, Christophe Choquet, Claudine Piau-Toffolon
2019	A	`conf`	Qualitative Evaluation of ASR Adaptation in a Lecture Context: Application to the PASTEL Corpus. INTERSPEECH Salima Mdhaffar, Yannick Estève, Nicolas Hernandez, Antoine Laurent, Richard Dufour, Solen Quiniou
2018	B	`conf`	Instrumentation of Classrooms Using Synchronous Speech Transcription. EC-TEL Vincent Bettenfeld, Salima Mdhaffar, Christophe Choquet, Claudine Piau-Toffolon
2018	—	`conf`	Le corpus PASTEL pour le traitement automatique de cours magistraux (PASTEL corpus for automatic processing of lectures). CORIA-TALN-RJC (TALN 2) Salima Mdhaffar, Antoine Laurent, Yannick Estève