Nathalie Camelin

6 papers · 2016–2022 · 1 venue · across top CS/AI venues

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Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

Interspeech (6)

Top co-authors

Yannick Estève (5) Sahar Ghannay (3) Antoine Laurent (2) Benoit Favre (1) Geraldine Damnati (1) Renato de Mori (1) Natalia Tomashenko (1) Emmanuel Morin (1) Delphine Charlet (1) Nicolas Hervé (1)

Research topics

Machine Learning (5) Speech & Audio (3) Core Methods (3) Recognition (3) Natural Language Processing (2) Application Areas (2) Artificial Intelligence (1) Deep Learning (1) Analysis (1) Architectures (1) Generation (1) Learning Paradigms (1) Understanding (1)

Keywords

automatic speech recognition (4) error detection (3) speech processing (2) spoken language understanding (2) evaluation metric (1) conditional random field (1) confidence measure (1) sentence embedding (1) topic segmentation (1) spoken language model (1) bidirectional long short-term memory (1) acoustic word embedding (1) homophone word (1) broadcast news (1) neural network (1) segment retrieval (1) domain portability (1) transfer learning (1) semantic concept extraction (1) curriculum learning (1)

Papers

ASR-Generated Text for Language Model Pre-training Applied to Speech Tasks Interspeech 2022 Curriculum-Based Transfer Learning for an Effective End-to-End Spoken Language Understanding and Domain Portability Interspeech 2019 Task Specific Sentence Embeddings for ASR Error Detection Interspeech 2018 ASR Error Management for Improving Spoken Language Understanding Interspeech 2017 Evaluating Automatic Topic Segmentation as a Segment Retrieval Task Interspeech 2017 Acoustic Word Embeddings for ASR Error Detection Interspeech 2016