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ORCIDAnn Lee 0001
Person information
- affiliation: Facebook, USA
- affiliation (PhD 2016): Massachusetts Institute of Technology, Cambridge, USA
Other persons with the same name
- Ann Lee 0002 — National Taiwan University, Taipei, Taiwan
- Ann Lee 0003 — Columbia University, New York, NY, USA
- Ann Lee 0004 — HeartFlow, Inc., Redwood, CA, USA
- Ann Lee 0005
![[0000-0002-3694-2898]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-3694-2898")
— 1199Seiu Training and Employment Funds, New York, NY, USA - Ann Lee 0006 — Macquarie University, School of Engineering, Sydney, NSW, Australia
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2020 – today
- 2024
[c30]Min-Jae Hwang, Ilia Kulikov, Benjamin N. Peloquin, Hongyu Gong, Peng-Jen Chen, Ann Lee:
Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation. ACL (Findings) 2024: 15524-15541- [c29]Peng-Jen Chen, Bowen Shi, Kelvin Niu, Ann Lee, Wei-Ning Hsu:
M2BART: Multilingual and Multimodal Encoder-Decoder Pre-Training for Any-to-Any Machine Translation. ICASSP 2024: 11896-11900 - [i27]Min-Jae Hwang, Ilia Kulikov, Benjamin N. Peloquin, Hongyu Gong, Peng-Jen Chen, Ann Lee:
Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation. CoRR abs/2406.02733 (2024) - [i26]Adam Polyak, Amit Zohar, Andrew Brown, Andros Tjandra, Animesh Sinha, Ann Lee, Apoorv Vyas, Bowen Shi, Chih-Yao Ma, Ching-Yao Chuang, David Yan, Dhruv Choudhary, Dingkang Wang, Geet Sethi, Guan Pang, Haoyu Ma, Ishan Misra, Ji Hou, Jialiang Wang, Kiran Jagadeesh, Kunpeng Li, Luxin Zhang, Mannat Singh, Mary Williamson, Matt Le, Matthew Yu, Mitesh Kumar Singh, Peizhao Zhang, Peter Vajda, Quentin Duval, Rohit Girdhar, Roshan Sumbaly, Sai Saketh Rambhatla, Sam S. Tsai, Samaneh Azadi, Samyak Datta, Sanyuan Chen, Sean Bell, Sharadh Ramaswamy, Shelly Sheynin, Siddharth Bhattacharya, Simran Motwani, Tao Xu, Tianhe Li, Tingbo Hou, Wei-Ning Hsu, Xi Yin, Xiaoliang Dai, Yaniv Taigman, Yaqiao Luo, Yen-Cheng Liu, Yi-Chiao Wu, Yue Zhao, Yuval Kirstain, Zecheng He, Zijian He, Albert Pumarola, Ali K. Thabet, Artsiom Sanakoyeu, Arun Mallya, Baishan Guo, Boris Araya, Breena Kerr, Carleigh Wood, Ce Liu, Cen Peng, Dmitry Vengertsev, Edgar Schönfeld, Elliot Blanchard, Felix Juefei-Xu, Fraylie Nord, Jeff Liang, John Hoffman, Jonas Kohler, Kaolin Fire, Karthik Sivakumar, Lawrence Chen, Licheng Yu, Luya Gao, Markos Georgopoulos, Rashel Moritz, Sara K. Sampson, Shikai Li, Simone Parmeggiani, Steve Fine, Tara Fowler, Vladan Petrovic, Yuming Du:
Movie Gen: A Cast of Media Foundation Models. CoRR abs/2410.13720 (2024) - 2023
- [c28]Peng-Jen Chen, Kevin Tran, Yilin Yang, Jingfei Du, Justine Kao, Yu-An Chung, Paden Tomasello, Paul-Ambroise Duquenne, Holger Schwenk, Hongyu Gong, Hirofumi Inaguma, Sravya Popuri, Changhan Wang, Juan Pino, Wei-Ning Hsu, Ann Lee:
Speech-to-Speech Translation for a Real-world Unwritten Language. ACL (Findings) 2023: 4969-4983 - [c27]Hirofumi Inaguma, Sravya Popuri, Ilia Kulikov, Peng-Jen Chen, Changhan Wang, Yu-An Chung, Yun Tang, Ann Lee, Shinji Watanabe, Juan Pino:
UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units. ACL (1) 2023: 15655-15680 - [c26]Paul-Ambroise Duquenne, Hongyu Gong, Ning Dong, Jingfei Du, Ann Lee, Vedanuj Goswami, Changhan Wang, Juan Pino, Benoît Sagot, Holger Schwenk:
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations. ACL (1) 2023: 16251-16269 - [c25]Wen-Chin Huang, Benjamin N. Peloquin, Justine Kao, Changhan Wang, Hongyu Gong, Elizabeth Salesky, Yossi Adi, Ann Lee, Peng-Jen Chen:
A Holistic Cascade System, Benchmark, and Human Evaluation Protocol for Expressive Speech-to-Speech Translation. ICASSP 2023: 1-5 - [c24]Jiatong Shi, Chan-Jan Hsu, Ho-Lam Chung, Dongji Gao, Paola García, Shinji Watanabe, Ann Lee, Hung-Yi Lee:
Bridging Speech and Textual Pre-Trained Models With Unsupervised ASR. ICASSP 2023: 1-5 - [c23]Jiatong Shi, Yun Tang, Ann Lee, Hirofumi Inaguma, Changhan Wang, Juan Pino, Shinji Watanabe:
Enhancing Speech-To-Speech Translation with Multiple TTS Targets. ICASSP 2023: 1-5 - [c22]Itai Gat, Felix Kreuk, Tu Anh Nguyen, Ann Lee, Jade Copet, Gabriel Synnaeve, Emmanuel Dupoux, Yossi Adi:
Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling. IWSLT@ACL 2023: 465-477 - [i25]Wen-Chin Huang, Benjamin N. Peloquin, Justine Kao, Changhan Wang, Hongyu Gong, Elizabeth Salesky, Yossi Adi, Ann Lee, Peng-Jen Chen:
A Holistic Cascade System, benchmark, and Human Evaluation Protocol for Expressive Speech-to-Speech Translation. CoRR abs/2301.10606 (2023) - [i24]Jiatong Shi, Yun Tang, Ann Lee, Hirofumi Inaguma, Changhan Wang, Juan Pino, Shinji Watanabe:
Enhancing Speech-to-Speech Translation with Multiple TTS Targets. CoRR abs/2304.04618 (2023) - [i23]Hongyu Gong, Ning Dong, Sravya Popuri, Vedanuj Goswami, Ann Lee, Juan Pino:
Multilingual Speech-to-Speech Translation into Multiple Target Languages. CoRR abs/2307.08655 (2023) - [i22]Seamless Communication, Loïc Barrault, Yu-An Chung, Mariano Coria Meglioli, David Dale, Ning Dong, Paul-Ambroise Duquenne, Hady Elsahar, Hongyu Gong, Kevin Heffernan, John Hoffman, Christopher Klaiber, Pengwei Li, Daniel Licht, Jean Maillard, Alice Rakotoarison, Kaushik Ram Sadagopan, Guillaume Wenzek, Ethan Ye, Bapi Akula, Peng-Jen Chen, Naji El Hachem, Brian Ellis, Gabriel Mejia Gonzalez, Justin Haaheim, Prangthip Hansanti, Russ Howes, Bernie Huang, Min-Jae Hwang, Hirofumi Inaguma, Somya Jain, Elahe Kalbassi, Amanda Kallet, Ilia Kulikov, Janice Lam, Daniel Li, Xutai Ma, Ruslan Mavlyutov, Benjamin N. Peloquin, Mohamed Ramadan, Abinesh Ramakrishnan, Anna Y. Sun, Kevin Tran, Tuan Tran, Igor Tufanov, Vish Vogeti, Carleigh Wood, Yilin Yang, Bokai Yu, Pierre Andrews, Can Balioglu, Marta R. Costa-jussà, Onur Celebi, Maha Elbayad, Cynthia Gao, Francisco Guzmán, Justine Kao, Ann Lee, Alexandre Mourachko, Juan Pino, Sravya Popuri, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Paden Tomasello, Changhan Wang, Jeff Wang, Skyler Wang:
SeamlessM4T-Massively Multilingual & Multimodal Machine Translation. CoRR abs/2308.11596 (2023) - [i21]Loïc Barrault, Yu-An Chung, Mariano Coria Meglioli, David Dale, Ning Dong, Mark Duppenthaler, Paul-Ambroise Duquenne, Brian Ellis, Hady Elsahar, Justin Haaheim, John Hoffman, Min-Jae Hwang, Hirofumi Inaguma, Christopher Klaiber, Ilia Kulikov, Pengwei Li, Daniel Licht, Jean Maillard, Ruslan Mavlyutov, Alice Rakotoarison, Kaushik Ram Sadagopan, Abinesh Ramakrishnan, Tuan Tran, Guillaume Wenzek, Yilin Yang, Ethan Ye, Ivan Evtimov, Pierre Fernandez, Cynthia Gao, Prangthip Hansanti, Elahe Kalbassi, Amanda Kallet, Artyom Kozhevnikov, Gabriel Mejia Gonzalez, Robin San Roman, Christophe Touret, Corinne Wong, Carleigh Wood, Bokai Yu, Pierre Andrews, Can Balioglu, Peng-Jen Chen, Marta R. Costa-jussà, Maha Elbayad, Hongyu Gong, Francisco Guzmán, Kevin Heffernan, Somya Jain, Justine Kao, Ann Lee, Xutai Ma, Alexandre Mourachko, Benjamin N. Peloquin, Juan Pino, Sravya Popuri, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Anna Y. Sun, Paden Tomasello, Changhan Wang, Jeff Wang, Skyler Wang, Mary Williamson:
Seamless: Multilingual Expressive and Streaming Speech Translation. CoRR abs/2312.05187 (2023) - 2022
- [c21]Ann Lee, Peng-Jen Chen, Changhan Wang, Jiatao Gu, Sravya Popuri, Xutai Ma, Adam Polyak, Yossi Adi, Qing He, Yun Tang, Juan Pino, Wei-Ning Hsu:
Direct Speech-to-Speech Translation With Discrete Units. ACL (1) 2022: 3327-3339 - [c20]Eugene Kharitonov, Ann Lee, Adam Polyak, Yossi Adi, Jade Copet, Kushal Lakhotia, Tu Anh Nguyen, Morgane Rivière, Abdelrahman Mohamed, Emmanuel Dupoux, Wei-Ning Hsu:
Text-Free Prosody-Aware Generative Spoken Language Modeling. ACL (1) 2022: 8666-8681 - [c19]Jacob D. Kahn, Vineel Pratap, Tatiana Likhomanenko, Qiantong Xu, Awni Y. Hannun, Jeff Cai, Paden Tomasello, Ann Lee, Edouard Grave, Gilad Avidov, Benoit Steiner, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert:
Flashlight: Enabling Innovation in Tools for Machine Learning. ICML 2022: 10557-10574 - [c18]Sravya Popuri, Peng-Jen Chen, Changhan Wang, Juan Pino, Yossi Adi, Jiatao Gu, Wei-Ning Hsu, Ann Lee:
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation. INTERSPEECH 2022: 5195-5199 - [c17]Ann Lee, Hongyu Gong, Paul-Ambroise Duquenne, Holger Schwenk, Peng-Jen Chen, Changhan Wang, Sravya Popuri, Yossi Adi, Juan Miguel Pino, Jiatao Gu, Wei-Ning Hsu:
Textless Speech-to-Speech Translation on Real Data. NAACL-HLT 2022: 860-872 - [i20]Jacob Kahn, Vineel Pratap, Tatiana Likhomanenko, Qiantong Xu, Awni Y. Hannun, Jeff Cai, Paden Tomasello, Ann Lee, Edouard Grave, Gilad Avidov, Benoit Steiner, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert:
Flashlight: Enabling Innovation in Tools for Machine Learning. CoRR abs/2201.12465 (2022) - [i19]Eugene Kharitonov, Jade Copet, Kushal Lakhotia, Tu Anh Nguyen, Paden Tomasello, Ann Lee, Ali Elkahky, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux, Yossi Adi:
textless-lib: a Library for Textless Spoken Language Processing. CoRR abs/2202.07359 (2022) - [i18]Sravya Popuri, Peng-Jen Chen, Changhan Wang, Juan Pino, Yossi Adi, Jiatao Gu, Wei-Ning Hsu, Ann Lee:
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation. CoRR abs/2204.02967 (2022) - [i17]Itai Gat, Felix Kreuk, Ann Lee, Jade Copet, Gabriel Synnaeve, Emmanuel Dupoux, Yossi Adi:
On The Robustness of Self-Supervised Representations for Spoken Language Modeling. CoRR abs/2209.15483 (2022) - [i16]Jiatong Shi, Chan-Jan Hsu, Ho-Lam Chung, Dongji Gao, Paola García, Shinji Watanabe, Ann Lee, Hung-yi Lee:
Bridging Speech and Textual Pre-trained Models with Unsupervised ASR. CoRR abs/2211.03025 (2022) - [i15]Paul-Ambroise Duquenne, Hongyu Gong, Ning Dong, Jingfei Du, Ann Lee, Vedanuj Goswami, Changhan Wang, Juan Miguel Pino, Benoît Sagot, Holger Schwenk:
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations. CoRR abs/2211.04508 (2022) - [i14]Peng-Jen Chen, Kevin Tran, Yilin Yang, Jingfei Du, Justine Kao, Yu-An Chung, Paden Tomasello, Paul-Ambroise Duquenne, Holger Schwenk, Hongyu Gong, Hirofumi Inaguma, Sravya Popuri, Changhan Wang, Juan Miguel Pino, Wei-Ning Hsu, Ann Lee:
Speech-to-Speech Translation For A Real-world Unwritten Language. CoRR abs/2211.06474 (2022) - [i13]Hirofumi Inaguma, Sravya Popuri, Ilia Kulikov, Peng-Jen Chen, Changhan Wang, Yu-An Chung, Yun Tang, Ann Lee, Shinji Watanabe, Juan Pino:
UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units. CoRR abs/2212.08055 (2022) - 2021
- [c16]Changhan Wang, Morgane Rivière, Ann Lee, Anne Wu, Chaitanya Talnikar, Daniel Haziza, Mary Williamson, Juan Miguel Pino, Emmanuel Dupoux:
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation. ACL/IJCNLP (1) 2021: 993-1003 - [c15]Ann Lee, Michael Auli, Marc'Aurelio Ranzato:
Discriminative Reranking for Neural Machine Translation. ACL/IJCNLP (1) 2021: 7250-7264 - [c14]Changhan Wang, Wei-Ning Hsu, Yossi Adi, Adam Polyak, Ann Lee, Peng-Jen Chen, Jiatao Gu, Juan Pino:
fairseq S\^2: A Scalable and Integrable Speech Synthesis Toolkit. EMNLP (Demos) 2021: 143-152 - [c13]Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Jacob Kahn, Ann Lee, Ronan Collobert, Gabriel Synnaeve, Michael Auli:
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training. Interspeech 2021: 721-725 - [c12]Wei-Ning Hsu, Ann Lee, Gabriel Synnaeve, Awni Y. Hannun:
Semi-Supervised end-to-end Speech Recognition via Local Prior Matching. SLT 2021: 125-132 - [i12]Changhan Wang, Morgane Rivière, Ann Lee, Anne Wu, Chaitanya Talnikar, Daniel Haziza, Mary Williamson, Juan Miguel Pino, Emmanuel Dupoux:
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation. CoRR abs/2101.00390 (2021) - [i11]Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Jacob Kahn, Ann Lee, Ronan Collobert, Gabriel Synnaeve, Michael Auli:
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training. CoRR abs/2104.01027 (2021) - [i10]Ann Lee, Peng-Jen Chen, Changhan Wang, Jiatao Gu, Xutai Ma, Adam Polyak, Yossi Adi, Qing He, Yun Tang, Juan Miguel Pino, Wei-Ning Hsu:
Direct speech-to-speech translation with discrete units. CoRR abs/2107.05604 (2021) - [i9]Eugene Kharitonov, Ann Lee, Adam Polyak, Yossi Adi, Jade Copet, Kushal Lakhotia, Tu Anh Nguyen, Morgane Rivière, Abdelrahman Mohamed, Emmanuel Dupoux, Wei-Ning Hsu:
Text-Free Prosody-Aware Generative Spoken Language Modeling. CoRR abs/2109.03264 (2021) - [i8]Changhan Wang, Wei-Ning Hsu, Yossi Adi, Adam Polyak, Ann Lee, Peng-Jen Chen, Jiatao Gu, Juan Miguel Pino:
fairseq S^2: A Scalable and Integrable Speech Synthesis Toolkit. CoRR abs/2109.06912 (2021) - [i7]Xutai Ma, Hongyu Gong, Danni Liu, Ann Lee, Yun Tang, Peng-Jen Chen, Wei-Ning Hsu, Kenneth Heafield, Phillip Koehn, Juan Miguel Pino:
Direct simultaneous speech to speech translation. CoRR abs/2110.08250 (2021) - [i6]Ann Lee, Hongyu Gong, Paul-Ambroise Duquenne, Holger Schwenk, Peng-Jen Chen, Changhan Wang, Sravya Popuri, Juan Miguel Pino, Jiatao Gu, Wei-Ning Hsu:
Textless Speech-to-Speech Translation on Real Data. CoRR abs/2112.08352 (2021) - 2020
- [c11]Jacob Kahn, Ann Lee, Awni Y. Hannun:
Self-Training for End-to-End Speech Recognition. ICASSP 2020: 7084-7088 - [c10]Peng-Jen Chen, Ann Lee, Changhan Wang, Naman Goyal, Angela Fan, Mary Williamson, Jiatao Gu:
Facebook AI's WMT20 News Translation Task Submission. WMT@EMNLP 2020: 113-125 - [i5]Wei-Ning Hsu, Ann Lee, Gabriel Synnaeve, Awni Y. Hannun:
Semi-Supervised Speech Recognition via Local Prior Matching. CoRR abs/2002.10336 (2020) - [i4]Peng-Jen Chen, Ann Lee, Changhan Wang, Naman Goyal, Angela Fan, Mary Williamson, Jiatao Gu:
Facebook AI's WMT20 News Translation Task Submission. CoRR abs/2011.08298 (2020) - [i3]Lajanugen Logeswaran, Ann Lee, Myle Ott, Honglak Lee, Marc'Aurelio Ranzato, Arthur Szlam:
Few-shot Sequence Learning with Transformers. CoRR abs/2012.09543 (2020)
2010 – 2019
- 2019
- [c9]Awni Y. Hannun, Ann Lee, Qiantong Xu, Ronan Collobert:
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions. INTERSPEECH 2019: 3785-3789 - [i2]Awni Y. Hannun, Ann Lee, Qiantong Xu, Ronan Collobert:
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions. CoRR abs/1904.02619 (2019) - [i1]Jacob Kahn, Ann Lee, Awni Y. Hannun:
Self-Training for End-to-End Speech Recognition. CoRR abs/1909.09116 (2019) - 2016
- [b1]Ann Lee:
Language-independent methods for computer-assisted pronunciation training. Massachusetts Institute of Technology, Cambridge, USA, 2016 - [c8]Ann Lee, Nancy F. Chen, James R. Glass:
Personalized mispronunciation detection and diagnosis based on unsupervised error pattern discovery. ICASSP 2016: 6145-6149 - [c7]Wei-Ning Hsu, Yu Zhang, Ann Lee, James R. Glass:
Exploiting Depth and Highway Connections in Convolutional Recurrent Deep Neural Networks for Speech Recognition. INTERSPEECH 2016: 395-399 - 2015
- [c6]Ann Lee, James R. Glass:
Mispronunciation detection without nonnative training data. INTERSPEECH 2015: 643-647 - 2014
- [c5]Ann Lee, James R. Glass:
Context-dependent pronunciation error pattern discovery with limited annotations. INTERSPEECH 2014: 2877-2881 - 2013
- [c4]Ann Lee, Yaodong Zhang, James R. Glass:
Mispronunciation detection via dynamic time warping on deep belief network-based posteriorgrams. ICASSP 2013: 8227-8231 - [c3]Ann Lee, James R. Glass:
Pronunciation assessment via a comparison-based system. SLaTE 2013: 122-126 - 2012
- [c2]Ann Lee, James R. Glass:
Sentence Detection Using Multiple Annotations. INTERSPEECH 2012: 1848-1851 - [c1]Ann Lee, James R. Glass:
A comparison-based approach to mispronunciation detection. SLT 2012: 382-387
Coauthor Index
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