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Ann Lee

Ann Lee has 3 papers in our library, in 2021–2022, most of them on Speech & spoken language, Language models & pretraining, Multilingual & cross-lingual NLP; often with Adam Polyak, Changhan Wang, Emmanuel Dupoux.

3 papers in our library · 2021–2022

OpenAlex · ORCID · h-index 33 · 147 works · 3,548 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 612 citations in our library · 1 more in our library without a page yet · ⭐ Paper Star rank #2558

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Macquarie UniversitySydney · Australia2012–2026 · 42 papersEmploymentcurrent🏢MetaMenlo Park · United States2019–2025 · 17 papers🎓UNSW SydneySydney · Australia2010–2023 · 15 papers🔬MIT Computer Science and Artificial Intelligence LaboratoryCambridge · United States2012–2016 · 4 papers🎓Massachusetts Institute of TechnologyCambridge · United States2009–2013 · 4 papers🎓Carnegie Mellon UniversityPittsburgh · United States2022–2025 · 3 papers🏢Merck & Co., Inc., Rahway, NJ, USARahway · United States1999–2004 · 3 papers🎓University of California, BerkeleyBerkeley · United States2023 · 2 papers🎓Johns Hopkins UniversityBaltimore · United States2021–2022 · 2 papers🔬École des hautes études en sciences socialesParis · France2022 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 12 more institutions on single bylines are not listed.

 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📚 Shelves 5 Arts and Humanities · 3 works Computer Science · 3 works Artificial Intelligence · 3 works Language and Linguistics · 3 works Signal Processing · 2 works

🧭 Topics 3 Speech & spoken language · 3 works Multilingual & cross-lingual NLP · 1 work Language models & pretraining · 1 work

 Works by year

2020s

20222 papers20211 paper

 Papers

The most cited first (OpenAlex and our library).

  1. 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…
  2. Direct Speech-to-Speech Translation With Discrete Units (2022 · 171 citations)
    The paper tackles direct speech-to-speech translation (S2ST), which converts speech in one language into speech in another without producing text along the way.
  3. 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.

All works

4 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

  1. VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and InterpretationChanghan Wang, Morgane Riviere, Ann Lee, et al.Annual Meeting of the Association for… · 524 citations
  2. Direct Speech-to-Speech Translation With Discrete UnitsAnn Lee, Peng-Jen Chen, Changhan Wang, et al.Annual Meeting of the Association for… · 171 citations
  3. Text-Free Prosody-Aware Generative Spoken Language ModelingEugene Kharitonov, Ann Lee, Adam Polyak, et al.Annual Meeting of the Association for… · 101 citations
  4. A Holistic Cascade System, benchmark, and Human Evaluation Protocol for Expressive Speech-to-Speech Translation (original ↗)Wen-Chin Huang et al.2023 · arXiv:2301.10606 · 16 citations · no summary yet

 Co-authors here

12 of 20 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 612 times (of the 141,840 papers whose bibliographies we read); 62 citing papers with a page here →.

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