Salima Mdhaffar

Orcid: 0000-0002-8472-6890

According to our database1, Salima Mdhaffar authored at least 23 papers between 2017 and 2023.

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

Timeline

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PhD thesis 
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Bibliography

2023
LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech.
CoRR, 2023

ON-TRAC Consortium Systems for the IWSLT 2023 Dialectal and Low-resource Speech Translation Tasks.
Proceedings of the 20th International Conference on Spoken Language Translation, 2023

Federated Learning for ASR Based on wav2vec 2.0.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Impact Analysis of the Use of Speech and Language Models Pretrained by Self-Supersivion for Spoken Language Understanding.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

The Spoken Language Understanding MEDIA Benchmark Dataset in the Era of Deep Learning: data updates, training and evaluation tools.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

End-to-end model for named entity recognition from speech without paired training data.
Proceedings of the Interspeech 2022, 2022

Privacy Attacks for Automatic Speech Recognition Acoustic Models in A Federated Learning Framework.
Proceedings of the IEEE International Conference on Acoustics, 2022

Retrieving Speaker Information from Personalized Acoustic Models for Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech.
CoRR, 2021

Study on Acoustic Model Personalization in a Context of Collaborative Learning Constrained by Privacy Preservation.
Proceedings of the Speech and Computer - 23rd International Conference, 2021

Where Are We in Semantic Concept Extraction for Spoken Language Understanding?
Proceedings of the Speech and Computer - 23rd International Conference, 2021

Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

ON-TRAC' systems for the IWSLT 2021 low-resource speech translation and multilingual speech translation shared tasks.
Proceedings of the 18th International Conference on Spoken Language Translation, 2021

<i>LeBenchmark</i>: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

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).
PhD thesis, 2020

A Multimodal Educational Corpus of Oral Courses: Annotation, Analysis and Case Study.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2019
Automatic Diacritics Restoration for Tunisian Dialect.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019

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).
Proceedings of the Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Volume II : Articles courts, 2019

Qualitative Evaluation of ASR Adaptation in a Lecture Context: Application to the PASTEL Corpus.
Proceedings of the Interspeech 2019, 2019

Instrumentation of Learning Situation using Automated Speech Transcription: A Prototyping Approach.
Proceedings of the 11th International Conference on Computer Supported Education, 2019

2018
Le corpus PASTEL pour le traitement automatique de cours magistraux (PASTEL corpus for automatic processing of lectures).
Proceedings of the Actes de la Conférence TALN. CORIA-TALN-RJC 2018 - Volume 1, 2018

Instrumentation of Classrooms Using Synchronous Speech Transcription.
Proceedings of the Lifelong Technology-Enhanced Learning, 2018

2017
Sentiment Analysis of Tunisian Dialects: Linguistic Ressources and Experiments.
Proceedings of the Third Arabic Natural Language Processing Workshop, 2017


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