Mickael Rouvier
18 papers · 2016–2025 · 6 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (35) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Research topics
Machine Learning
(9)
Natural Language Processing
(9)
Speech & Audio
(7)
Recognition
(7)
Application Areas
(6)
Resources & Methods
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Applications
(4)
Learning Paradigms
(4)
Learning Types
(4)
Healthcare & Medicine
(3)
Clinical
(3)
Core Methods
(3)
Architectures
(2)
Keywords
speaker recognition
(6)
domain adaptation
(5)
large language model
(4)
biomedical nlp
(3)
automatic speech recognition
(3)
french language
(3)
unsupervised learning
(2)
neural network
(2)
transfer learning
(2)
clinical nlp
(2)
word error rate
(2)
question answering
(2)
named entity recognition
(2)
masked language model
(2)
probabilistic linear discriminant analysis
(2)
language model
(2)
zero-shot learning
(2)
text classification
(2)
speech synthesis
(1)
natural language processing
(1)
Papers
A Benchmark of French ASR Systems Based on Error Severity
COLING 2025
A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks
COLING 2024
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains
ACL 2024
DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain
COLING 2024
How Important Is Tokenization in French Medical Masked Language Models?
COLING 2024
Open-Source Conversational AI with SpeechBrain 1.0
JMLR 2024
Zero-Shot End-To-End Spoken Question Answering In Medical Domain
Interspeech 2024
DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains
ACL 2023
Improving training datasets for resource-constrained speaker recognition neural networks
Interspeech 2023
FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain
EMNLP 2022
Qualitative Evaluation of Language Model Rescoring in Automatic Speech Recognition
Interspeech 2022
Reliability criterion based on learning-phase entropy for speaker recognition with neural network
Interspeech 2022
I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences
Interspeech 2019
On Robustness of Unsupervised Domain Adaptation for Speaker Recognition
Interspeech 2019
Acoustic Pairing of Original and Dubbed Voices in the Context of Video Game Localization
Interspeech 2017
Duration Mismatch Compensation Using Four-Covariance Model and Deep Neural Network for Speaker Verification
Interspeech 2017
LIA at SemEval-2017 Task 4: An Ensemble of Neural Networks for Sentiment Classification
SemEval 2017
SENSEI-LIF at SemEval-2016 Task 4: Polarity embedding fusion for robust sentiment analysis
SemEval 2016