Kushal Lakhotia

Researcher, Meta

Joined

July 2021

Names

Kushal Lakhotia (Preferred)

Emails

****@gmail.com (Confirmed)

****@fb.com (Confirmed)

****@outreach.io (Confirmed)

****@google.com (Confirmed)

****@meta.com (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Researcher

Meta (meta.com)

2024 – Present

Researcher

Google (google.com)

2023 – 2024

Researcher

Outreach (outreach.io)

2021 – 2023

Researcher

Facebook (fb.com)

2018 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

Neural Speech Pretraining

Present

Question Answering

Present

Automatic Speech Recognition

Present

Semantic Parsing

Present

Information Retrieval

Present

Deep Learning

Present

Speech

Present

Language Modeling

Present

Large Language Model

Present

Publications

textless-lib: a Library for Textless Spoken Language Processing
Eugene Kharitonov, Jade Copet, Kushal Lakhotia, Tu Anh Nguyen, Paden Tomasello, Ann Lee, Ali Elkahky, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux, Yossi Adi
- 2022 (modified: 25 Mar 2022)
- CoRR 2022
- Readers: Everyone
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction
Bowen Shi, Wei-Ning Hsu, Kushal Lakhotia, Abdelrahman Mohamed
- 2022 (modified: 25 Mar 2022)
- CoRR 2022
- Readers: Everyone
Domain-matched Pre-training Tasks for Dense Retrieval
Barlas Oguz, Kushal Lakhotia, Anchit Gupta, Patrick Lewis, Vladimir Karpukhin, Aleksandra Piktus, Xilun Chen, Sebastian Riedel, Scott Yih, Sonal Gupta, Yashar Mehdad
- 2022 (modified: 11 Oct 2022)
- NAACL-HLT (Findings) 2022
- Readers: Everyone
Text-Free Prosody-Aware Generative Spoken Language Modeling
Eugene Kharitonov, Ann Lee, Adam Polyak, Yossi Adi, Jade Copet, Kushal Lakhotia, Tu Anh Nguyen, Morgane Rivière, Abdelrahman Mohamed, Emmanuel Dupoux, Wei-Ning Hsu
- 2022 (modified: 19 Dec 2022)
- ACL (1) 2022
- Readers: Everyone
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities
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
- 2022 (modified: 26 Jan 2023)
- CoRR 2022
- Readers: Everyone
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities
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
- 2022 (modified: 26 Jan 2023)
- ACL (1) 2022
- Readers: Everyone
QUASER: Question Answering with Scalable Extractive Rationalization
Asish Ghoshal, Srinivasan Iyer, Bhargavi Paranjape, Kushal Lakhotia, Scott Wen-tau Yih, Yashar Mehdad
- 2022 (modified: 18 Apr 2023)
- SIGIR 2022
- Readers: Everyone
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale
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
- 2022 (modified: 18 Apr 2023)
- INTERSPEECH 2022
- Readers: Everyone
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction
Bowen Shi, Wei-Ning Hsu, Kushal Lakhotia, Abdelrahman Mohamed
- 2022 (modified: 18 Apr 2023)
- ICLR 2022
- Readers: Everyone
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
Xilun Chen, Kushal Lakhotia, Barlas Oguz, Anchit Gupta, Patrick S. H. Lewis, Stan Peshterliev, Yashar Mehdad, Sonal Gupta, Wen-tau Yih
- 2022 (modified: 18 Apr 2023)
- EMNLP (Findings) 2022
- Readers: Everyone

View all 26 publications

Co-Authors

View all 80 co-authors