Ann Lee
23 papers · 2014–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (39) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π€
Dynamic Duo
(10)
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
π
Century Club Β· Bronze
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(113)
Top co-authors
Research topics
Machine Learning
(16)
Deep Learning
(15)
Speech & Audio
(12)
Learning Types Β· Machine Learning
(10)
Architectures
(8)
Synthesis
(8)
Natural Language Processing
(7)
Recognition
(7)
Artificial Intelligence
(6)
Application Areas
(6)
Learning Types Β· Deep Learning
(6)
Core AI
(5)
Applications
(4)
Core Methods
(4)
Optimization & Theory
(4)
Keywords
speech-to-speech translation
(8)
self-supervised learning
(6)
discrete representation
(4)
speech synthesis
(4)
self-supervised pretraining
(3)
speech recognition
(3)
data augmentation
(3)
speech encoder
(2)
discrete unit
(2)
machine translation
(2)
likelihood-free inference
(2)
sequence-to-sequence model
(2)
normalizing flow
(2)
neural machine translation
(2)
automatic speech recognition
(2)
convolutional neural network
(2)
multilingual speech
(2)
cross-lingual transfer
(1)
domain adaptation
(1)
domain generalization
(1)
Papers
Pushing the Frontier of Audiovisual Perception with Large-Scale Multimodal Correspondence Learning
CVPR 2026
Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation
ACL 2024
Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling
ACL 2023
Simulator-Based Inference with WALDO: Confidence Regions by Leveraging Prediction Algorithms and Posterior Estimators for Inverse Problems
AISTATS 2023
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations
ACL 2023
Speech-to-Speech Translation for a Real-world Unwritten Language
ACL 2023
UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units
ACL 2023
Direct Speech-to-Speech Translation With Discrete Units
ACL 2022
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation
Interspeech 2022
Flashlight: Enabling Innovation in Tools for Machine Learning
ICML 2022
Text-Free Prosody-Aware Generative Spoken Language Modeling
ACL 2022
textless-lib: a Library for Textless Spoken Language Processing
NAACL 2022
Textless Speech-to-Speech Translation on Real Data
NAACL 2022
Discriminative Reranking for Neural Machine Translation
ACL 2021
fairseq SΛ2: A Scalable and Integrable Speech Synthesis Toolkit
EMNLP 2021
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training
Interspeech 2021
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation
ACL 2021
Confidence Sets and Hypothesis Testing in a Likelihood-Free Inference Setting
ICML 2020
Facebook AIβs WMT20 News Translation Task Submission
EMNLP 2020
Validation of Approximate Likelihood and Emulator Models for Computationally Intensive Simulations
AISTATS 2020
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions
Interspeech 2019
Exploiting Depth and Highway Connections in Convolutional Recurrent Deep Neural Networks for Speech Recognition
Interspeech 2016
High-Dimensional Density Ratio Estimation with Extensions to Approximate Likelihood Computation
AISTATS 2014