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2024
[j13]
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Ankita Pasad, Chung-Ming Chien, Shane Settle, Karen Livescu:
What Do Self-Supervised Speech Models Know About Words? Trans. Assoc. Comput. Linguistics 12: 372-391 (2024)
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Siddhant Arora, Ankita Pasad, Chung-Ming Chien, Jionghao Han, Roshan S. Sharma, Jee-weon Jung, Hira Dhamyal, William Chen, Suwon Shon, Hung-yi Lee, Karen Livescu, Shinji Watanabe:
On the Evaluation of Speech Foundation Models for Spoken Language Understanding. ACL (Findings) 2024: 11923-11938
[c114]
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Freda Shi, Kevin Gimpel, Karen Livescu:
Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing. ACL (1) 2024: 12320-12332
[c113]
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Ju-Chieh Chou, Chung-Ming Chien, Karen Livescu:
AV2WAV: Diffusion-Based Re-Synthesis from Continuous Self-Supervised Features for Audio-Visual Speech Enhancement. ICASSP 2024: 10806-10810
[c112]
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Suwon Shon, Kwangyoun Kim, Prashant Sridhar, Yi-Te Hsu, Shinji Watanabe, Karen Livescu:
Generative Context-Aware Fine-Tuning of Self-Supervised Speech Models. ICASSP 2024: 11156-11160
[c111]
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Siddhant Arora, Hayato Futami, Jee-weon Jung, Yifan Peng, Roshan S. Sharma, Yosuke Kashiwagi, Emiru Tsunoo, Karen Livescu, Shinji Watanabe:
UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions. NAACL-HLT 2024: 2754-2774
[i81]
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  - journals/corr/abs-2402-13433
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Freda Shi, Kevin Gimpel, Karen Livescu:
Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing. CoRR abs/2402.13433 (2024)
[i80]
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  - journals/corr/abs-2406-06907
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Shester Gueuwou, Xiaodan Du, Greg Shakhnarovich, Karen Livescu:
SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale. CoRR abs/2406.06907 (2024)
[i79]
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  - journals/corr/abs-2406-08619
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Kwanghee Choi, Ankita Pasad, Tomohiko Nakamura, Satoru Fukayama, Karen Livescu, Shinji Watanabe:
Self-Supervised Speech Representations are More Phonetic than Semantic. CoRR abs/2406.08619 (2024)
[i78]
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  - journals/corr/abs-2406-08641
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Jiatong Shi, Shih-Heng Wang, William Chen, Martijn Bartelds, Vanya Bannihatti Kumar, Jinchuan Tian, Xuankai Chang, Dan Jurafsky, Karen Livescu, Hung-yi Lee, Shinji Watanabe:
ML-SUPERB 2.0: Benchmarking Multilingual Speech Models Across Modeling Constraints, Languages, and Datasets. CoRR abs/2406.08641 (2024)
[i77]
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  - journals/corr/abs-2406-09282
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Jinchuan Tian, Yifan Peng, William Chen, Kwanghee Choi, Karen Livescu, Shinji Watanabe:
On the Effects of Heterogeneous Data Sources on Speech-to-Text Foundation Models. CoRR abs/2406.09282 (2024)
[i76]
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  - journals/corr/abs-2406-09345
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Suwon Shon, Kwangyoun Kim, Yi-Te Hsu, Prashant Sridhar, Shinji Watanabe, Karen Livescu:
DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding. CoRR abs/2406.09345 (2024)
[i75]
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  - journals/corr/abs-2406-10083
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Siddhant Arora, Ankita Pasad, Chung-Ming Chien, Jionghao Han, Roshan S. Sharma, Jee-weon Jung, Hira Dhamyal, William Chen, Suwon Shon, Hung-yi Lee, Karen Livescu, Shinji Watanabe:
On the Evaluation of Speech Foundation Models for Spoken Language Understanding. CoRR abs/2406.10083 (2024)
[i74]
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  - journals/corr/abs-2407-00837
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William Chen, Wangyou Zhang, Yifan Peng, Xinjian Li, Jinchuan Tian, Jiatong Shi, Xuankai Chang, Soumi Maiti, Karen Livescu, Shinji Watanabe:
Towards Robust Speech Representation Learning for Thousands of Languages. CoRR abs/2407.00837 (2024)
[i73]
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  - journals/corr/abs-2408-11804
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David Yunis, Kumar Kshitij Patel, Samuel Wheeler, Pedro Savarese, Gal Vardi, Karen Livescu, Michael Maire, Matthew R. Walter:
Approaching Deep Learning through the Spectral Dynamics of Weights. CoRR abs/2408.11804 (2024)
[i72]
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  - journals/corr/abs-2409-10858
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Tejes Srivastava, Ju-Chieh Chou, Priyank Shroff, Karen Livescu, Christopher Graziul:
Speech Recognition for Analysis of Police Radio Communication. CoRR abs/2409.10858 (2024)
2023
[j12]
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Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (2023)
[c110]
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Suwon Shon, Siddhant Arora, Chyi-Jiunn Lin, Ankita Pasad, Felix Wu, Roshan S. Sharma, Wei-Lun Wu, Hung-yi Lee, Karen Livescu, Shinji Watanabe:
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks. ACL (1) 2023: 8906-8937
[c109]
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  - conf/asru/ChienZCL23
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Chung-Ming Chien, Mingjiamei Zhang, Ju-Chieh Chou, Karen Livescu:
Few-Shot Spoken Language Understanding Via Joint Speech-Text Models. ASRU 2023: 1-8
[c108]
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Cheng-I Jeff Lai, Freda Shi, Puyuan Peng, Yoon Kim, Kevin Gimpel, Shiyu Chang, Yung-Sung Chuang, Saurabhchand Bhati, David D. Cox, David Harwath, Yang Zhang, Karen Livescu, James R. Glass:
Audio-Visual Neural Syntax Acquisition. ASRU 2023: 1-8
[c107]
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  - conf/emnlp/ChouCHLBCBA23
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Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu, Alexis Conneau, Alexei Baevski, Michael Auli:
Toward Joint Language Modeling for Speech Units and Text. EMNLP (Findings) 2023: 6582-6593
[c106]
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Ankita Pasad, Bowen Shi, Karen Livescu:
Comparative Layer-Wise Analysis of Self-Supervised Speech Models. ICASSP 2023: 1-5
[c105]
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Suwon Shon, Felix Wu, Kwangyoun Kim, Prashant Sridhar, Karen Livescu, Shinji Watanabe:
Context-Aware Fine-Tuning of Self-Supervised Speech Models. ICASSP 2023: 1-5
[c104]
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  - conf/wmt/Sandoval-Castaneda23
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Marcelo Sandoval-Castañeda, Yanhong Li, Bowen Shi, Diane Brentari, Karen Livescu, Gregory Shakhnarovich:
TTIC's Submission to WMT-SLT 23. WMT 2023: 344-350
[i71]
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Ankita Pasad, Chung-Ming Chien, Shane Settle, Karen Livescu:
What do self-supervised speech models know about words? CoRR abs/2307.00162 (2023)
[i70]
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Marcelo Sandoval-Castañeda, Yanhong Li, Diane Brentari, Karen Livescu, Gregory Shakhnarovich:
Self-Supervised Video Transformers for Isolated Sign Language Recognition. CoRR abs/2309.02450 (2023)
[i69]
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Ju-Chieh Chou, Chung-Ming Chien, Karen Livescu:
AV2Wav: Diffusion-Based Re-synthesis from Continuous Self-supervised Features for Audio-Visual Speech Enhancement. CoRR abs/2309.08030 (2023)
[i68]
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Chung-Ming Chien, Mingjiamei Zhang, Ju-Chieh Chou, Karen Livescu:
Few-Shot Spoken Language Understanding via Joint Speech-Text Models. CoRR abs/2310.05919 (2023)
[i67]
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  - journals/corr/abs-2310-07654
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Cheng-I Jeff Lai, Freda Shi, Puyuan Peng, Yoon Kim, Kevin Gimpel, Shiyu Chang, Yung-Sung Chuang, Saurabhchand Bhati, David D. Cox, David Harwath, Yang Zhang, Karen Livescu, James R. Glass:
Audio-Visual Neural Syntax Acquisition. CoRR abs/2310.07654 (2023)
[i66]
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  - journals/corr/abs-2310-08715
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Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu, Alexis Conneau, Alexei Baevski, Michael Auli:
Toward Joint Language Modeling for Speech Units and Text. CoRR abs/2310.08715 (2023)
[i65]
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Suwon Shon, Kwangyoun Kim, Prashant Sridhar, Yi-Te Hsu, Shinji Watanabe, Karen Livescu:
Generative Context-aware Fine-tuning of Self-supervised Speech Models. CoRR abs/2312.09895 (2023)
2022
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Hung-Yi Lee, Shinji Watanabe, Karen Livescu, Abdelrahman Mohamed, Tara N. Sainath:
Editorial Editorial of Special Issue on Self-Supervised Learning for Speech and Audio Processing. IEEE J. Sel. Top. Signal Process. 16(6): 1174-1178 (2022)
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Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-Wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe:
Self-Supervised Speech Representation Learning: A Review. IEEE J. Sel. Top. Signal Process. 16(6): 1179-1210 (2022)
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Shubham Toshniwal, Sam Wiseman, Karen Livescu, Kevin Gimpel:
Chess as a Testbed for Language Model State Tracking. AAAI 2022: 11385-11393
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Bowen Shi, Diane Brentari, Greg Shakhnarovich, Karen Livescu:
Searching for fingerspelled content in American Sign Language. ACL (1) 2022: 1699-1712
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Freda Shi, Kevin Gimpel, Karen Livescu:
Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing. ACL (1) 2022: 6547-6563
[c100]
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Shubham Toshniwal, Sam Wiseman, Karen Livescu, Kevin Gimpel:
Baked-in State Probing. EMNLP (Findings) 2022: 5430-5435
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Bowen Shi, Diane Brentari, Gregory Shakhnarovich, Karen Livescu:
Open-Domain Sign Language Translation Learned from Online Video. EMNLP 2022: 6365-6379
[c98]
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Suwon Shon, Ankita Pasad, Felix Wu, Pablo Brusco, Yoav Artzi, Karen Livescu, Kyu Jeong Han:
SLUE: New Benchmark Tasks For Spoken Language Understanding Evaluation on Natural Speech. ICASSP 2022: 7927-7931
[c97]
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Ankita Pasad, Felix Wu, Suwon Shon, Karen Livescu, Kyu Jeong Han:
On the Use of External Data for Spoken Named Entity Recognition. NAACL-HLT 2022: 724-737
[c96]
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Bowen Shi, Diane Brentari, Gregory Shakhnarovich, Karen Livescu:
TTIC's WMT-SLT 22 Sign Language Translation System. WMT 2022: 989-993
[i64]
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Bowen Shi, Diane Brentari, Greg Shakhnarovich, Karen Livescu:
Searching for fingerspelled content in American Sign Language. CoRR abs/2203.13291 (2022)
[i63]
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Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-Wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe:
Self-Supervised Speech Representation Learning: A Review. CoRR abs/2205.10643 (2022)
[i62]
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Bowen Shi, Diane Brentari, Greg Shakhnarovich, Karen Livescu:
Open-Domain Sign Language Translation Learned from Online Video. CoRR abs/2205.12870 (2022)
[i61]
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Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. CoRR abs/2206.04615 (2022)
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Ankita Pasad, Bowen Shi, Karen Livescu:
Comparative layer-wise analysis of self-supervised speech models. CoRR abs/2211.03929 (2022)
[i59]
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  - journals/corr/abs-2212-08542
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Suwon Shon, Felix Wu, Kwangyoun Kim, Prashant Sridhar, Karen Livescu, Shinji Watanabe:
Context-aware Fine-tuning of Self-supervised Speech Models. CoRR abs/2212.08542 (2022)
[i58]
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Suwon Shon, Siddhant Arora, Chyi-Jiunn Lin, Ankita Pasad, Felix Wu, Roshan S. Sharma, Wei-Lun Wu, Hung-Yi Lee, Karen Livescu, Shinji Watanabe:
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks. CoRR abs/2212.10525 (2022)
2021
[c95]
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Haoyue Shi, Karen Livescu, Kevin Gimpel:
Substructure Substitution: Structured Data Augmentation for NLP. ACL/IJCNLP (Findings) 2021: 3494-3508
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Ankita Pasad, Ju-Chieh Chou, Karen Livescu:
Layer-Wise Analysis of a Self-Supervised Speech Representation Model. ASRU 2021: 914-921
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Bowen Shi, Diane Brentari, Greg Shakhnarovich, Karen Livescu:
Fingerspelling Detection in American Sign Language. CVPR 2021: 4166-4175
[c92]
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Karen Livescu:
Learning Speech Models from Multi-Modal Data. Interspeech 2021
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Bowen Shi, Shane Settle, Karen Livescu:
Whole-Word Segmental Speech Recognition with Acoustic Word Embeddings. SLT 2021: 164-171
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Yushi Hu, Shane Settle, Karen Livescu:
Acoustic Span Embeddings for Multilingual Query-by-Example Search. SLT 2021: 935-942
[i57]
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Haoyue Shi, Karen Livescu, Kevin Gimpel:
Substructure Substitution: Structured Data Augmentation for NLP. CoRR abs/2101.00411 (2021)
[i56]
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Shubham Toshniwal, Sam Wiseman, Karen Livescu, Kevin Gimpel:
Learning Chess Blindfolded: Evaluating Language Models on State Tracking. CoRR abs/2102.13249 (2021)
[i55]
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Bowen Shi, Diane Brentari, Greg Shakhnarovich, Karen Livescu:
Fingerspelling Detection in American Sign Language. CoRR abs/2104.01291 (2021)
[i54]
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Ankita Pasad, Ju-Chieh Chou, Karen Livescu:
Layer-wise Analysis of a Self-supervised Speech Representation Model. CoRR abs/2107.04734 (2021)
[i53]
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Shubham Toshniwal, Patrick Xia, Sam Wiseman, Karen Livescu, Kevin Gimpel:
On Generalization in Coreference Resolution. CoRR abs/2109.09667 (2021)
[i52]
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Haoyue Shi, Kevin Gimpel, Karen Livescu:
Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing. CoRR abs/2110.08538 (2021)
[i51]
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Suwon Shon, Ankita Pasad, Felix Wu, Pablo Brusco, Yoav Artzi, Karen Livescu, Kyu Jeong Han:
SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech. CoRR abs/2111.10367 (2021)
[i50]
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Ankita Pasad, Felix Wu, Suwon Shon, Karen Livescu, Kyu Jeong Han:
On the Use of External Data for Spoken Named Entity Recognition. CoRR abs/2112.07648 (2021)
2020
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Shuning Jin, Sam Wiseman, Karl Stratos, Karen Livescu:
Discrete Latent Variable Representations for Low-Resource Text Classification. ACL 2020: 4831-4842
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Shubham Toshniwal, Allyson Ettinger, Kevin Gimpel, Karen Livescu:
PeTra: A Sparsely Supervised Memory Model for People Tracking. ACL 2020: 5415-5428
[c87]
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Haoyue Shi, Karen Livescu, Kevin Gimpel:
On the Role of Supervision in Unsupervised Constituency Parsing. EMNLP (1) 2020: 7611-7621
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Shubham Toshniwal, Sam Wiseman, Allyson Ettinger, Karen Livescu, Kevin Gimpel:
Learning to Ignore: Long Document Coreference with Bounded Memory Neural Networks. EMNLP (1) 2020: 8519-8526
[c85]
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Weiran Wang, Qingming Tang, Karen Livescu:
Unsupervised Pre-Training of Bidirectional Speech Encoders via Masked Reconstruction. ICASSP 2020: 6889-6893
[c84]
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Yushi Hu, Shane Settle, Karen Livescu:
Multilingual Jointly Trained Acoustic and Written Word Embeddings. INTERSPEECH 2020: 1052-1056
[c83]
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Shubham Toshniwal, Haoyue Shi, Bowen Shi, Lingyu Gao, Karen Livescu, Kevin Gimpel:
A Cross-Task Analysis of Text Span Representations. RepL4NLP@ACL 2020: 166-176
[i49]
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  - journals/corr/abs-2001-10603
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Weiran Wang, Qingming Tang, Karen Livescu:
Unsupervised Pre-training of Bidirectional Speech Encoders via Masked Reconstruction. CoRR abs/2001.10603 (2020)
[i48]
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Shubham Toshniwal, Allyson Ettinger, Kevin Gimpel, Karen Livescu:
PeTra: A Sparsely Supervised Memory Model for People Tracking. CoRR abs/2005.02990 (2020)
[i47]
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Shubham Toshniwal, Haoyue Shi, Bowen Shi, Lingyu Gao, Karen Livescu, Kevin Gimpel:
A Cross-Task Analysis of Text Span Representations. CoRR abs/2006.03866 (2020)
[i46]
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Shuning Jin, Sam Wiseman, Karl Stratos, Karen Livescu:
Discrete Latent Variable Representations for Low-Resource Text Classification. CoRR abs/2006.06226 (2020)
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Yushi Hu, Shane Settle, Karen Livescu:
Multilingual Jointly Trained Acoustic and Written Word Embeddings. CoRR abs/2006.14007 (2020)
[i44]
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Bowen Shi, Shane Settle, Karen Livescu:
Whole-Word Segmental Speech Recognition with Acoustic Word Embeddings. CoRR abs/2007.00183 (2020)
[i43]
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Haoyue Shi, Karen Livescu, Kevin Gimpel:
On the Role of Supervision in Unsupervised Constituency Parsing. CoRR abs/2010.02423 (2020)
[i42]
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Shubham Toshniwal, Sam Wiseman, Allyson Ettinger, Karen Livescu, Kevin Gimpel:
Learning to Ignore: Long Document Coreference with Bounded Memory Neural Networks. CoRR abs/2010.02807 (2020)
[i41]
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Yushi Hu, Shane Settle, Karen Livescu:
Acoustic span embeddings for multilingual query-by-example search. CoRR abs/2011.11807 (2020)
[i40]
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Puyuan Peng, Herman Kamper, Karen Livescu:
A Correspondence Variational Autoencoder for Unsupervised Acoustic Word Embeddings. CoRR abs/2012.02221 (2020)

2010 – 2019

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2019
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Herman Kamper, Gregory Shakhnarovich, Karen Livescu:
Semantic Speech Retrieval With a Visually Grounded Model of Untranscribed Speech. IEEE ACM Trans. Audio Speech Lang. Process. 27(1): 89-98 (2019)
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Haoyue Shi, Jiayuan Mao, Kevin Gimpel, Karen Livescu:
Visually Grounded Neural Syntax Acquisition. ACL (1) 2019: 1842-1861
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Shane Settle, Kartik Audhkhasi, Karen Livescu, Michael Picheny:
Acoustically Grounded Word Embeddings for Improved Acoustics-to-word Speech Recognition. ICASSP 2019: 5641-5645
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Herman Kamper, Aristotelis Anastassiou, Karen Livescu:
Semantic Query-by-example Speech Search Using Visual Grounding. ICASSP 2019: 7120-7124
[c79]
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Bowen Shi, Aurora Martinez Del Rio, Jonathan Keane, Diane Brentari, Greg Shakhnarovich, Karen Livescu:
Fingerspelling Recognition in the Wild With Iterative Visual Attention. ICCV 2019: 5399-5408
[c78]
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Ankita Pasad, Bowen Shi, Herman Kamper, Karen Livescu:
On the Contributions of Visual and Textual Supervision in Low-Resource Semantic Speech Retrieval. INTERSPEECH 2019: 4195-4199
[c77]
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Tomoki Hayashi, Shinji Watanabe, Tomoki Toda, Kazuya Takeda, Shubham Toshniwal, Karen Livescu:
Pre-Trained Text Embeddings for Enhanced Text-to-Speech Synthesis. INTERSPEECH 2019: 4430-4434
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Sameer Bansal, Herman Kamper, Karen Livescu, Adam Lopez, Sharon Goldwater:
Pre-training on high-resource speech recognition improves low-resource speech-to-text translation. NAACL-HLT (1) 2019: 58-68
[i39]
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  - journals/corr/abs-1903-12306
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Shane Settle, Kartik Audhkhasi, Karen Livescu, Michael Picheny:
Acoustically Grounded Word Embeddings for Improved Acoustics-to-Word Speech Recognition. CoRR abs/1903.12306 (2019)
[i38]
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  - journals/corr/abs-1904-07078
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Herman Kamper, Aristotelis Anastassiou, Karen Livescu:
Semantic query-by-example speech search using visual grounding. CoRR abs/1904.07078 (2019)
[i37]
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  - journals/corr/abs-1904-10947
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Ankita Pasad, Bowen Shi, Herman Kamper, Karen Livescu:
On the Contributions of Visual and Textual Supervision in Low-resource Semantic Speech Retrieval. CoRR abs/1904.10947 (2019)
[i36]
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  - journals/corr/abs-1906-02890
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Haoyue Shi, Jiayuan Mao, Kevin Gimpel, Karen Livescu:
Visually Grounded Neural Syntax Acquisition. CoRR abs/1906.02890 (2019)
[i35]
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  - journals/corr/abs-1906-09535
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Mingda Chen, Qingming Tang, Karen Livescu, Kevin Gimpel:
Variational Sequential Labelers for Semi-Supervised Learning. CoRR abs/1906.09535 (2019)
[i34]
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  - journals/corr/abs-1908-10546
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Bowen Shi, Aurora Martinez Del Rio, Jonathan Keane, Diane Brentari, Greg Shakhnarovich, Karen Livescu:
Fingerspelling recognition in the wild with iterative visual attention. CoRR abs/1908.10546 (2019)
2018
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Herman Kamper, Gregory Shakhnarovich, Karen Livescu:
Semantic Speech Retrieval With a Visually Grounded Model of Untranscribed Speech. CVPR Workshops 2018: 2514-2517
[c74]
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Mingda Chen, Qingming Tang, Karen Livescu, Kevin Gimpel:
Variational Sequential Labelers for Semi-Supervised Learning. EMNLP 2018: 215-226
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Qingming Tang, Weiran Wang, Karen Livescu:
Acoustic Feature Learning Using Cross-Domain Articulatory Measurements. ICASSP 2018: 4849-4853
[c72]
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Kalpesh Krishna, Liang Lu, Kevin Gimpel, Karen Livescu:
A Study of All-Convolutional Encoders for Connectionist Temporal Classification. ICASSP 2018: 5814-5818
[c71]
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Sameer Bansal, Herman Kamper, Karen Livescu, Adam Lopez, Sharon Goldwater:
Low-Resource Speech-to-Text Translation. INTERSPEECH 2018: 1298-1302
[c70]
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Trang Tran, Shubham Toshniwal, Mohit Bansal, Kevin Gimpel, Karen Livescu, Mari Ostendorf:
Parsing Speech: a Neural Approach to Integrating Lexical and Acoustic-Prosodic Information. NAACL-HLT 2018: 69-81
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Bowen Shi, Aurora Martinez Del Rio, Jonathan Keane, Jonathan Michaux, Diane Brentari, Greg Shakhnarovich, Karen Livescu:
American Sign Language Fingerspelling Recognition in the Wild. SLT 2018: 145-152
[c68]
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Shubham Toshniwal, Anjuli Kannan, Chung-Cheng Chiu, Yonghui Wu, Tara N. Sainath, Karen Livescu:
A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition. SLT 2018: 369-375
[i33]
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Qingming Tang, Weiran Wang, Karen Livescu:
Acoustic feature learning using cross-domain articulatory measurements. CoRR abs/1803.06805 (2018)
[i32]
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  - journals/corr/abs-1803-09164
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Sameer Bansal, Herman Kamper, Karen Livescu, Adam Lopez, Sharon Goldwater:
Low-Resource Speech-to-Text Translation. CoRR abs/1803.09164 (2018)
[i31]
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  - journals/corr/abs-1807-06234
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Kalpesh Krishna, Shubham Toshniwal, Karen Livescu:
Hierarchical Multitask Learning for CTC-based Speech Recognition. CoRR abs/1807.06234 (2018)
[i30]
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Shubham Toshniwal, Anjuli Kannan, Chung-Cheng Chiu, Yonghui Wu, Tara N. Sainath, Karen Livescu:
A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition. CoRR abs/1807.10857 (2018)
[i29]
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  - journals/corr/abs-1809-01431
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Sameer Bansal, Herman Kamper, Karen Livescu, Adam Lopez, Sharon Goldwater:
Pre-training on high-resource speech recognition improves low-resource speech-to-text translation. CoRR abs/1809.01431 (2018)
[i28]
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  - journals/corr/abs-1810-11438
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Bowen Shi, Aurora Martinez Del Rio, Jonathan Keane, Jonathan Michaux, Diane Brentari, Greg Shakhnarovich, Karen Livescu:
American Sign Language fingerspelling recognition in the wild. CoRR abs/1810.11438 (2018)
2017
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Taehwan Kim, Jonathan Keane, Weiran Wang, Hao Tang, Jason Riggle, Gregory Shakhnarovich, Diane Brentari, Karen Livescu:
Lexicon-free fingerspelling recognition from video: Data, models, and signer adaptation. Comput. Speech Lang. 46: 209-232 (2017)
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Hao Tang, Liang Lu, Lingpeng Kong, Kevin Gimpel, Karen Livescu, Chris Dyer, Noah A. Smith, Steve Renals:
End-to-End Neural Segmental Models for Speech Recognition. IEEE J. Sel. Top. Signal Process. 11(8): 1254-1264 (2017)
[c67]
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Bowen Shi, Karen Livescu:
Multitask training with unlabeled data for end-to-end sign language fingerspelling recognition. ASRU 2017: 389-396
[c66]
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Herman Kamper, Karen Livescu, Sharon Goldwater:
An embedded segmental K-means model for unsupervised segmentation and clustering of speech. ASRU 2017: 719-726
[c65]
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Wanjia He, Weiran Wang, Karen Livescu:
Multi-view Recurrent Neural Acoustic Word Embeddings. ICLR (Poster) 2017
[c64]
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Qingming Tang, Weiran Wang, Karen Livescu:
Acoustic Feature Learning via Deep Variational Canonical Correlation Analysis. INTERSPEECH 2017: 1656-1660
[c63]
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Shane Settle, Keith D. Levin, Herman Kamper, Karen Livescu:
Query-by-Example Search with Discriminative Neural Acoustic Word Embeddings. INTERSPEECH 2017: 2874-2878
[c62]
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Shubham Toshniwal, Hao Tang, Liang Lu, Karen Livescu:
Multitask Learning with Low-Level Auxiliary Tasks for Encoder-Decoder Based Speech Recognition. INTERSPEECH 2017: 3532-3536
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Herman Kamper, Shane Settle, Gregory Shakhnarovich, Karen Livescu:
Visually Grounded Learning of Keyword Prediction from Untranscribed Speech. INTERSPEECH 2017: 3677-3681
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Lifu Tu, Kevin Gimpel, Karen Livescu:
Learning to Embed Words in Context for Syntactic Tasks. Rep4NLP@ACL 2017: 265-275
[i27]
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Herman Kamper, Karen Livescu, Sharon Goldwater:
An embedded segmental k-means model for unsupervised segmentation and clustering of speech. CoRR abs/1703.08135 (2017)
[i26]
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Herman Kamper, Shane Settle, Gregory Shakhnarovich, Karen Livescu:
Visually grounded learning of keyword prediction from untranscribed speech. CoRR abs/1703.08136 (2017)
[i25]
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Shubham Toshniwal, Hao Tang, Liang Lu, Karen Livescu:
Multitask Learning with Low-Level Auxiliary Tasks for Encoder-Decoder Based Speech Recognition. CoRR abs/1704.01631 (2017)
[i24]
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Trang Tran, Shubham Toshniwal, Mohit Bansal, Kevin Gimpel, Karen Livescu, Mari Ostendorf:
Joint Modeling of Text and Acoustic-Prosodic Cues for Neural Parsing. CoRR abs/1704.07287 (2017)
[i23]
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Lifu Tu, Kevin Gimpel, Karen Livescu:
Learning to Embed Words in Context for Syntactic Tasks. CoRR abs/1706.02807 (2017)
[i22]
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Shane Settle, Keith D. Levin, Herman Kamper, Karen Livescu:
Query-by-Example Search with Discriminative Neural Acoustic Word Embeddings. CoRR abs/1706.03818 (2017)
[i21]
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Hao Tang, Liang Lu, Lingpeng Kong, Kevin Gimpel, Karen Livescu, Chris Dyer, Noah A. Smith, Steve Renals:
End-to-End Neural Segmental Models for Speech Recognition. CoRR abs/1708.00531 (2017)
[i20]
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Qingming Tang, Weiran Wang, Karen Livescu:
Acoustic Feature Learning via Deep Variational Canonical Correlation Analysis. CoRR abs/1708.04673 (2017)
[i19]
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Herman Kamper, Gregory Shakhnarovich, Karen Livescu:
Semantic keyword spotting by learning from images and speech. CoRR abs/1710.01949 (2017)
[i18]
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Bowen Shi, Karen Livescu:
Multitask training with unlabeled data for end-to-end sign language fingerspelling recognition. CoRR abs/1710.03255 (2017)
[i17]
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  - journals/corr/abs-1710-10398
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Kalpesh Krishna, Liang Lu, Kevin Gimpel, Karen Livescu:
A Study of All-Convolutional Encoders for Connectionist Temporal Classification. CoRR abs/1710.10398 (2017)
2016
[j6]
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Karen Livescu, Frank Rudzicz, Eric Fosler-Lussier, Mark Hasegawa-Johnson, Jeff A. Bilmes:
Speech Production in Speech Technologies: Introduction to the CSL Special Issue. Comput. Speech Lang. 36: 165-172 (2016)
[j5]
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Karen Livescu, Preethi Jyothi, Eric Fosler-Lussier:
Articulatory feature-based pronunciation modeling. Comput. Speech Lang. 36: 212-232 (2016)
[c59]
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John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu:
Charagram: Embedding Words and Sentences via Character n-grams. EMNLP 2016: 1504-1515
[c58]
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Herman Kamper, Weiran Wang, Karen Livescu:
Deep convolutional acoustic word embeddings using word-pair side information. ICASSP 2016: 4950-4954
[c57]
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Taehwan Kim, Weiran Wang, Hao Tang, Karen Livescu:
Signer-independent fingerspelling recognition with deep neural network adaptation. ICASSP 2016: 6160-6164
[c56]
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Tomer Michaeli, Weiran Wang, Karen Livescu:
Nonparametric Canonical Correlation Analysis. ICML 2016: 1967-1976
[c55]
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Hao Tang, Weiran Wang, Kevin Gimpel, Karen Livescu:
Efficient Segmental Cascades for Speech Recognition. INTERSPEECH 2016: 1903-1907
[c54]
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Weiran Wang, Hao Tang, Karen Livescu:
Triphone State-Tying via Deep Canonical Correlation Analysis. INTERSPEECH 2016: 3444-3448
[c53]
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Pranava Swaroop Madhyastha, Mohit Bansal, Kevin Gimpel, Karen Livescu:
Mapping Unseen Words to Task-Trained Embedding Spaces. Rep4NLP@ACL 2016: 100-110
[c52]
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Shubham Toshniwal, Karen Livescu:
Jointly learning to align and convert graphemes to phonemes with neural attention models. SLT 2016: 76-82
[c51]
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Hao Tang, Weiran Wang, Kevin Gimpel, Karen Livescu:
End-to-end training approaches for discriminative segmental models. SLT 2016: 496-502
[c50]
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Shane Settle, Karen Livescu:
Discriminative acoustic word embeddings: Tecurrent neural network-based approaches. SLT 2016: 503-510
[c49]
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Weiran Wang, Karen Livescu:
Large-Scale Approximate Kernel Canonical Correlation Analysis. ICLR (Poster) 2016
[c48]
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John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu:
Towards Universal Paraphrastic Sentence Embeddings. ICLR 2016
[i16]
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Weiran Wang, Raman Arora, Karen Livescu, Jeff A. Bilmes:
On Deep Multi-View Representation Learning: Objectives and Optimization. CoRR abs/1602.01024 (2016)
[i15]
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Taehwan Kim, Weiran Wang, Hao Tang, Karen Livescu:
Signer-independent Fingerspelling Recognition with Deep Neural Network Adaptation. CoRR abs/1602.04278 (2016)
[i14]
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John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu:
Charagram: Embedding Words and Sentences via Character n-grams. CoRR abs/1607.02789 (2016)
[i13]
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Hao Tang, Weiran Wang, Kevin Gimpel, Karen Livescu:
Efficient Segmental Cascades for Speech Recognition. CoRR abs/1608.00929 (2016)
[i12]
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Taehwan Kim, Jonathan Keane, Weiran Wang, Hao Tang, Jason Riggle, Gregory Shakhnarovich, Diane Brentari, Karen Livescu:
Lexicon-Free Fingerspelling Recognition from Video: Data, Models, and Signer Adaptation. CoRR abs/1609.07876 (2016)
[i11]
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Weiran Wang, Honglak Lee, Karen Livescu:
Deep Variational Canonical Correlation Analysis. CoRR abs/1610.03454 (2016)
[i10]
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Shubham Toshniwal, Karen Livescu:
Jointly Learning to Align and Convert Graphemes to Phonemes with Neural Attention Models. CoRR abs/1610.06540 (2016)
[i9]
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Hao Tang, Weiran Wang, Kevin Gimpel, Karen Livescu:
End-to-End Training Approaches for Discriminative Segmental Models. CoRR abs/1610.06700 (2016)
[i8]
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Shane Settle, Karen Livescu:
Discriminative Acoustic Word Embeddings: Recurrent Neural Network-Based Approaches. CoRR abs/1611.02550 (2016)
[i7]
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Wanjia He, Weiran Wang, Karen Livescu:
Multi-view Recurrent Neural Acoustic Word Embeddings. CoRR abs/1611.04496 (2016)
2015
[j4]
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John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu:
From Paraphrase Database to Compositional Paraphrase Model and Back. Trans. Assoc. Comput. Linguistics 3: 345-358 (2015)
[c47]
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Weiran Wang, Raman Arora, Karen Livescu, Nathan Srebro:
Stochastic optimization for deep CCA via nonlinear orthogonal iterations. Allerton 2015: 688-695
[c46]
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  - conf/asru/TangWGL15
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Hao Tang, Weiran Wang, Kevin Gimpel, Karen Livescu:
Discriminative segmental cascades for feature-rich phone recognition. ASRU 2015: 561-568
[c45]
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Weiran Wang, Raman Arora, Karen Livescu, Jeff A. Bilmes:
Unsupervised learning of acoustic features via deep canonical correlation analysis. ICASSP 2015: 4590-4594
[c44]
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Weiran Wang, Raman Arora, Karen Livescu, Jeff A. Bilmes:
On Deep Multi-View Representation Learning. ICML 2015: 1083-1092
[c43]
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Ang Lu, Weiran Wang, Mohit Bansal, Kevin Gimpel, Karen Livescu:
Deep Multilingual Correlation for Improved Word Embeddings. HLT-NAACL 2015: 250-256
[i6]
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John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu:
From Paraphrase Database to Compositional Paraphrase Model and Back. CoRR abs/1506.03487 (2015)
[i5]
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Hao Tang, Weiran Wang, Kevin Gimpel, Karen Livescu:
Discriminative Segmental Cascades for Feature-Rich Phone Recognition. CoRR abs/1507.06073 (2015)
[i4]
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Herman Kamper, Weiran Wang, Karen Livescu:
Deep convolutional acoustic word embeddings using word-pair side information. CoRR abs/1510.01032 (2015)
[i3]
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Weiran Wang, Raman Arora, Karen Livescu, Nathan Srebro:
Stochastic Optimization for Deep CCA via Nonlinear Orthogonal Iterations. CoRR abs/1510.02054 (2015)
[i2]
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Pranava Swaroop Madhyastha, Mohit Bansal, Kevin Gimpel, Karen Livescu:
Mapping Unseen Words to Task-Trained Embedding Spaces. CoRR abs/1510.02387 (2015)
[i1]
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Tomer Michaeli, Weiran Wang, Karen Livescu:
Nonparametric Canonical Correlation Analysis. CoRR abs/1511.04839 (2015)
2014
[c42]
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  - conf/acl/BansalGL14
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Mohit Bansal, Kevin Gimpel, Karen Livescu:
Tailoring Continuous Word Representations for Dependency Parsing. ACL (2) 2014: 809-815
[c41]
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  - conf/icassp/AroraL14
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Raman Arora, Karen Livescu:
Multi-view learning with supervision for transformed bottleneck features. ICASSP 2014: 2499-2503
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Hao Tang, Kevin Gimpel, Karen Livescu:
A comparison of training approaches for discriminative segmental models. INTERSPEECH 2014: 1219-1223
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Preethi Jyothi, Karen Livescu:
Revisiting Word Neighborhoods for Speech Recognition. SIGMORPHON/SIGFSM 2014: 1-9
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Weiran Wang, Raman Arora, Karen Livescu:
Reconstruction of articulatory measurements with smoothed low-rank matrix completion. SLT 2014: 54-59
2013
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Keith D. Levin, Katharine Henry, Aren Jansen, Karen Livescu:
Fixed-dimensional acoustic embeddings of variable-length segments in low-resource settings. ASRU 2013: 410-415
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Raman Arora, Karen Livescu:
Multi-view CCA-based acoustic features for phonetic recognition across speakers and domains. ICASSP 2013: 7135-7139
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Rohit Prabhavalkar, Karen Livescu, Eric Fosler-Lussier, Joseph Keshet:
Discriminative articulatory models for spoken term detection in low-resource conversational settings. ICASSP 2013: 8287-8291
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Taehwan Kim, Gregory Shakhnarovich, Karen Livescu:
Fingerspelling Recognition with Semi-Markov Conditional Random Fields. ICCV 2013: 1521-1528
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Galen Andrew, Raman Arora, Jeff A. Bilmes, Karen Livescu:
Deep Canonical Correlation Analysis. ICML (3) 2013: 1247-1255
[c32]
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Preethi Jyothi, Eric Fosler-Lussier, Karen Livescu:
Discriminative training of WFST factors with application to pronunciation modeling. INTERSPEECH 2013: 1961-1965
2012
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Karen Livescu, Eric Fosler-Lussier, Florian Metze:
Subword Modeling for Automatic Speech Recognition: Past, Present, and Emerging Approaches. IEEE Signal Process. Mag. 29(6): 44-57 (2012)
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Hao Tang, Joseph Keshet, Karen Livescu:
Discriminative Pronunciation Modeling: A Large-Margin, Feature-Rich Approach. ACL (1) 2012: 194-203
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Raman Arora, Andrew Cotter, Karen Livescu, Nathan Srebro:
Stochastic optimization for PCA and PLS. Allerton Conference 2012: 861-868
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Preethi Jyothi, Eric Fosler-Lussier, Karen Livescu:
Discriminatively learning factorized finite state pronunciation models from dynamic Bayesian networks. INTERSPEECH 2012: 1063-1066
[c28]
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Rohit Prabhavalkar, Joseph Keshet, Karen Livescu, Eric Fosler-Lussier:
Discriminative spoken term detection with limited data. MLSLP 2012: 22-25
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Raman Arora, Karen Livescu:
Kernel CCA for multi-view learning of acoustic features using articulatory measurements. MLSLP 2012: 34-37
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Taehwan Kim, Karen Livescu, Gregory Shakhnarovich:
American sign language fingerspelling recognition with phonological feature-based tandem models. SLT 2012: 119-124
2011
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Rohit Prabhavalkar, Eric Fosler-Lussier, Karen Livescu:
A factored conditional random field model for articulatory feature forced transcription. ASRU 2011: 77-82
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Preethi Jyothi, Karen Livescu, Eric Fosler-Lussier:
Lexical access experiments with context-dependent articulatory feature-based models. ICASSP 2011: 4900-4903
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Arild Brandrud Næss, Karen Livescu, Rohit Prabhavalkar:
Articulatory Feature Classification Using Nearest Neighbors. INTERSPEECH 2011: 2301-2304
[c22]
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John Labiak, Karen Livescu:
Nearest Neighbors with Learned Distances for Phonetic Frame Classification. INTERSPEECH 2011: 2337-2340
2010
[c21]
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Samuel R. Bowman, Karen Livescu:
Modeling pronunciation variation with context-dependent articulatory feature decision trees. INTERSPEECH 2010: 326-329
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Louis H. Terry, Karen Livescu, Janet B. Pierrehumbert, Aggelos K. Katsaggelos:
Audio-visual anticipatory coarticulation modeling by human and machine. INTERSPEECH 2010: 2682-2685

2000 – 2009

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2009
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Kate Saenko, Karen Livescu, James R. Glass, Trevor Darrell:
Multistream Articulatory Feature-Based Models for Visual Speech Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 31(9): 1700-1707 (2009)
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Karen Livescu, Mark Stoehr:
Multi-view learning of acoustic features for speaker recognition. ASRU 2009: 82-86
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Karen Livescu, Bo Zhu, James R. Glass:
On the phonetic information in ultrasonic microphone signals. ICASSP 2009: 4621-4624
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Kamalika Chaudhuri, Sham M. Kakade, Karen Livescu, Karthik Sridharan:
Multi-view clustering via canonical correlation analysis. ICML 2009: 129-136
2008
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Karen Livescu:
Invited talk: Phonological Models in Automatic Speech Recognition. SIGMORPHON 2008: 1
2007
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Özgür Çetin, Mathew Magimai-Doss, Karen Livescu, Arthur Kantor, Simon King, Chris D. Bartels, Joe Frankel:
Monolingual and crosslingual comparison of tandem features derived from articulatory and phone MLPS. ASRU 2007: 36-41
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Karen Livescu, Özgür Çetin, Mark Hasegawa-Johnson, Simon King, Chris D. Bartels, Nash M. Borges, Arthur Kantor, Partha Lal, Lisa Yung, Ari Bezman, Stephen Dawson-Haggerty, Bronwyn Woods, Joe Frankel, Mathew Magimai-Doss, Kate Saenko:
Articulatory Feature-Based Methods for Acoustic and Audio-Visual Speech Recognition: Summary from the 2006 JHU Summer workshop. ICASSP (4) 2007: 621-624
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Özgür Çetin, Arthur Kantor, Simon King, Chris D. Bartels, Mathew Magimai-Doss, Joe Frankel, Karen Livescu:
An Articulatory Feature-Based Tandem Approach and Factored Observation Modeling. ICASSP (4) 2007: 645-648
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Karen Livescu, Ari Bezman, Nash M. Borges, Lisa Yung, Özgür Çetin, Joe Frankel, Simon King, Mathew Magimai-Doss, Xuemin Chi, Lisa Lavoie:
Manual Transcription of Conversational Speech at the Articulatory Feature Level. ICASSP (4) 2007: 953-956
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Joe Frankel, Mathew Magimai-Doss, Simon King, Karen Livescu, Özgür Çetin:
Articulatory feature classifiers trained on 2000 hours of telephone speech. INTERSPEECH 2007: 2485-2488
2006
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Kate Saenko, Karen Livescu:
An Asynchronous DBN for Audio-Visual speech Recognition. SLT 2006: 154-157
2005
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Karen Livescu:
Feature-based pronunciation modeling for automatic speech recognition. Massachusetts Institute of Technology, Cambridge, MA, USA, 2005
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Timothy J. Hazen, I. Lee Hetherington, Han Shu, Karen Livescu:
Pronunciation modeling using a finite-state transducer representation. Speech Commun. 46(2): 189-203 (2005)
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Mark Hasegawa-Johnson, James Baker, Sarah Borys, Ken Chen, Emily Coogan, Steven Greenberg, Amit Juneja, Katrin Kirchhoff, Karen Livescu, Srividya Mohan, Jennifer Muller, M. Kemal Sönmez, Tianyu Wang:
Landmark-Based Speech Recognition: Report of the 2004 Johns Hopkins Summer Workshop. ICASSP (1) 2005: 213-216
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Kate Saenko, Karen Livescu, James R. Glass, Trevor Darrell:
Production domain modeling of pronunciation for visual speech recognition. ICASSP (5) 2005: 473-476
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Kate Saenko, Karen Livescu, Michael Siracusa, Kevin W. Wilson, James R. Glass, Trevor Darrell:
Visual Speech Recognition with Loosely Synchronized Feature Streams. ICCV 2005: 1424-1431
2004
[c6]
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Karen Livescu, James R. Glass:
Feature-based pronunciation modeling with trainable asynchrony probabilities. INTERSPEECH 2004: 677-680
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Karen Livescu, James R. Glass:
Feature-based Pronunciation Modeling for Speech Recognition. HLT-NAACL (Short Papers) 2004
2003
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Karen Livescu, James R. Glass, Jeff A. Bilmes:
Hidden feature models for speech recognition using dynamic Bayesian networks. INTERSPEECH 2003: 2529-2532
2002
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Geoffrey Zweig, Jeff A. Bilmes, Thomas Richardson, Karim Filali, Karen Livescu, Peng Xu, Kirk Jackson, Yigal Brandman, Eric D. Sandness, Eva Holtz, Jerry Torres, Bill Byrne:
Structurally discriminative graphical models for automatic speech recognition - results from the 2001 Johns Hopkins Summer Workshop. ICASSP 2002: 93-96
2001
[c2]
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Karen Livescu, James R. Glass:
Segment-based recognition on the phonebook task: initial results and observations on duration modeling. INTERSPEECH 2001: 1437-1440
2000
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Karen Livescu, James R. Glass:
Lexical modeling of non-native speech for automatic speech recognition. ICASSP 2000: 1683-1686

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