Morgane Riviere
Morgane Riviere has 2 papers in our library, in 2021–2022, most of them on Speech & spoken language, Language models & pretraining, Multilingual & cross-lingual NLP; often with Ann Lee, Emmanuel Dupoux, Abdelrahman Mohamed.
OpenAlex · ORCID · h-index 4 · 5 works · 541 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 244 times in our library · ⭐ Paper Stars ranking: #2984
Affiliations
Concepts, shelves and topics
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksSignal Processing · 1 work
🧭 Topics 3Research subjects and languages the work is about.Speech & spoken language · 2 worksMultilingual & cross-lingual NLP · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation (2021 · 524 citations)
Recent gains from speech pre-training and self-training have relied mostly on English audio. Open multilingual speech data becomes scarce beyond a few major languages, and open corpora of real simultaneous interpretation barely exist. The authors build VoxPopuli from European Parliament event recordings from… - Text-Free Prosody-Aware Generative Spoken Language Modeling (2022 · 101 citations)
Most speech pre-training work targets classification, and the one earlier generative approach, GSLM, models speech through discovered phone-like units that drop most prosodic information.
Co-authors here
- Ann Lee ×2
- Emmanuel Dupoux ×2
- Abdelrahman Mohamed
- Adam Polyak
- Anne Wu
- Changhan Wang
- Daniel Haziza
- Eugene Kharitonov
- Jade Copet
- Juan Pino
- Kushal Lakhotia
- Mary Williamson
Venues
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