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Kushal Lakhotia
Publication Activity (10 Years)
Years Active: 2018-2022
Publications (10 Years): 24
Top Topics
Motion Field Estimation
Speech Processing
Conceptual Retrieval
Spoken Language
Top Venues
CoRR
ACL (1)
Interspeech
NAACL-HLT (Findings)
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Publications
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Hsiang-Sheng Tsai
,
Heng-Jui Chang
,
Wen-Chin Huang
,
Zili Huang
,
Kushal Lakhotia
,
Shu-Wen Yang
,
Shuyan Dong
,
Andy T. Liu
,
Cheng-I Lai
,
Jiatong Shi
,
Xuankai Chang
,
Phil Hall
,
Hsuan-Jui Chen
,
Shang-Wen Li
,
Shinji Watanabe
,
Abdelrahman Mohamed
,
Hung-yi Lee
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities.
ACL (1)
(2022)
Xilun Chen
,
Kushal Lakhotia
,
Barlas Oguz
,
Anchit Gupta
,
Patrick S. H. Lewis
,
Stan Peshterliev
,
Yashar Mehdad
,
Sonal Gupta
,
Wen-tau Yih
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
EMNLP (Findings)
(2022)
Hsiang-Sheng Tsai
,
Heng-Jui Chang
,
Wen-Chin Huang
,
Zili Huang
,
Kushal Lakhotia
,
Shu-Wen Yang
,
Shuyan Dong
,
Andy T. Liu
,
Cheng-I Jeff Lai
,
Jiatong Shi
,
Xuankai Chang
,
Phil Hall
,
Hsuan-Jui Chen
,
Shang-Wen Li
,
Shinji Watanabe
,
Abdelrahman Mohamed
,
Hung-yi Lee
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities.
CoRR
(2022)
Bowen Shi
,
Wei-Ning Hsu
,
Kushal Lakhotia
,
Abdelrahman Mohamed
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction.
CoRR
(2022)
Bowen Shi
,
Wei-Ning Hsu
,
Kushal Lakhotia
,
Abdelrahman Mohamed
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction.
ICLR
(2022)
Arun Babu
,
Changhan Wang
,
Andros Tjandra
,
Kushal Lakhotia
,
Qiantong Xu
,
Naman Goyal
,
Kritika Singh
,
Patrick von Platen
,
Yatharth Saraf
,
Juan Pino
,
Alexei Baevski
,
Alexis Conneau
,
Michael Auli
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale.
INTERSPEECH
(2022)
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)
Asish Ghoshal
,
Srinivasan Iyer
,
Bhargavi Paranjape
,
Kushal Lakhotia
,
Scott Wen-tau Yih
,
Yashar Mehdad
QUASER: Question Answering with Scalable Extractive Rationalization.
SIGIR
(2022)
Barlas Oguz
,
Kushal Lakhotia
,
Anchit Gupta
,
Patrick Lewis
,
Vladimir Karpukhin
,
Aleksandra Piktus
,
Xilun Chen
,
Sebastian Riedel
,
Scott Yih
,
Sonal Gupta
,
Yashar Mehdad
Domain-matched Pre-training Tasks for Dense Retrieval.
NAACL-HLT (Findings)
(2022)
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
(2022)
Xilun Chen
,
Kushal Lakhotia
,
Barlas Oguz
,
Anchit Gupta
,
Patrick S. H. Lewis
,
Stan Peshterliev
,
Yashar Mehdad
,
Sonal Gupta
,
Wen-tau Yih
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
CoRR
(2021)
Adam Polyak
,
Yossi Adi
,
Jade Copet
,
Eugene Kharitonov
,
Kushal Lakhotia
,
Wei-Ning Hsu
,
Abdelrahman Mohamed
,
Emmanuel Dupoux
Speech Resynthesis from Discrete Disentangled Self-Supervised Representations.
CoRR
(2021)
Kushal Lakhotia
,
Bhargavi Paranjape
,
Asish Ghoshal
,
Scott Yih
,
Yashar Mehdad
,
Srini Iyer
FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation.
EMNLP (1)
(2021)
Shu-Wen Yang
,
Po-Han Chi
,
Yung-Sung Chuang
,
Cheng-I Jeff Lai
,
Kushal Lakhotia
,
Yist Y. Lin
,
Andy T. Liu
,
Jiatong Shi
,
Xuankai Chang
,
Guan-Ting Lin
,
Tzu-Hsien Huang
,
Wei-Cheng Tseng
,
Ko-tik Lee
,
Da-Rong Liu
,
Zili Huang
,
Shuyan Dong
,
Shang-Wen Li
,
Shinji Watanabe
,
Abdelrahman Mohamed
,
Hung-yi Lee
SUPERB: Speech processing Universal PERformance Benchmark.
CoRR
(2021)
Kushal Lakhotia
,
Evgeny Kharitonov
,
Wei-Ning Hsu
,
Yossi Adi
,
Adam Polyak
,
Benjamin Bolte
,
Tu Anh Nguyen
,
Jade Copet
,
Alexei Baevski
,
Adelrahman Mohamed
,
Emmanuel Dupoux
Generative Spoken Language Modeling from Raw Audio.
CoRR
(2021)
Adam Polyak
,
Yossi Adi
,
Jade Copet
,
Eugene Kharitonov
,
Kushal Lakhotia
,
Wei-Ning Hsu
,
Abdelrahman Mohamed
,
Emmanuel Dupoux
Speech Resynthesis from Discrete Disentangled Self-Supervised Representations.
Interspeech
(2021)
Wei-Ning Hsu
,
Benjamin Bolte
,
Yao-Hung Hubert Tsai
,
Kushal Lakhotia
,
Ruslan Salakhutdinov
,
Abdelrahman Mohamed
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units.
IEEE ACM Trans. Audio Speech Lang. Process.
29 (2021)
Barlas Oguz
,
Kushal Lakhotia
,
Anchit Gupta
,
Patrick S. H. Lewis
,
Vladimir Karpukhin
,
Aleksandra Piktus
,
Xilun Chen
,
Sebastian Riedel
,
Wen-tau Yih
,
Sonal Gupta
,
Yashar Mehdad
Domain-matched Pre-training Tasks for Dense Retrieval.
CoRR
(2021)
Arun Babu
,
Changhan Wang
,
Andros Tjandra
,
Kushal Lakhotia
,
Qiantong Xu
,
Naman Goyal
,
Kritika Singh
,
Patrick von Platen
,
Yatharth Saraf
,
Juan Pino
,
Alexei Baevski
,
Alexis Conneau
,
Michael Auli
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale.
CoRR
(2021)
Shu-Wen Yang
,
Po-Han Chi
,
Yung-Sung Chuang
,
Cheng-I Jeff Lai
,
Kushal Lakhotia
,
Yist Y. Lin
,
Andy T. Liu
,
Jiatong Shi
,
Xuankai Chang
,
Guan-Ting Lin
,
Tzu-Hsien Huang
,
Wei-Cheng Tseng
,
Ko-tik Lee
,
Da-Rong Liu
,
Zili Huang
,
Shuyan Dong
,
Shang-Wen Li
,
Shinji Watanabe
,
Abdelrahman Mohamed
,
Hung-yi Lee
SUPERB: Speech Processing Universal PERformance Benchmark.
Interspeech
(2021)
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
(2021)
Wei-Ning Hsu
,
Benjamin Bolte
,
Yao-Hung Hubert Tsai
,
Kushal Lakhotia
,
Ruslan Salakhutdinov
,
Abdelrahman Mohamed
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units.
CoRR
(2021)
Kushal Lakhotia
,
Bhargavi Paranjape
,
Asish Ghoshal
,
Wen-tau Yih
,
Yashar Mehdad
,
Srinivasan Iyer
FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation.
CoRR
(2020)
Ahmed Aly
,
Kushal Lakhotia
,
Shicong Zhao
,
Mrinal Mohit
,
Barlas Oguz
,
Abhinav Arora
,
Sonal Gupta
,
Christopher Dewan
,
Stef Nelson-Lindall
,
Rushin Shah
PyText: A Seamless Path from NLP research to production.
CoRR
(2018)