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Kushal Lakhotia
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Hubert: Self-supervised speech representation learning by masked prediction of hidden units
WN Hsu, B Bolte, YHH Tsai, K Lakhotia, R Salakhutdinov, A Mohamed
IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 3451-3460, 2021
19652021
Superb: Speech processing universal performance benchmark
S Yang, PH Chi, YS Chuang, CIJ Lai, K Lakhotia, YY Lin, AT Liu, J Shi, ...
arXiv preprint arXiv:2105.01051, 2021
7192021
XLS-R: Self-supervised cross-lingual speech representation learning at scale
A Babu, C Wang, A Tjandra, K Lakhotia, Q Xu, N Goyal, K Singh, ...
arXiv preprint arXiv:2111.09296, 2021
4962021
On generative spoken language modeling from raw audio
K Lakhotia, E Kharitonov, WN Hsu, Y Adi, A Polyak, B Bolte, TA Nguyen, ...
Transactions of the Association for Computational Linguistics 9, 1336-1354, 2021
2612021
Speech resynthesis from discrete disentangled self-supervised representations
A Polyak, Y Adi, J Copet, E Kharitonov, K Lakhotia, WN Hsu, A Mohamed, ...
arXiv preprint arXiv:2104.00355, 2021
2292021
Learning audio-visual speech representation by masked multimodal cluster prediction
B Shi, WN Hsu, K Lakhotia, A Mohamed
arXiv preprint arXiv:2201.02184, 2022
2192022
Text-free prosody-aware generative spoken language modeling
E Kharitonov, A Lee, A Polyak, Y Adi, J Copet, K Lakhotia, TA Nguyen, ...
arXiv preprint arXiv:2109.03264, 2021
842021
SUPERB-SG: Enhanced speech processing universal PERformance benchmark for semantic and generative capabilities
HS Tsai, HJ Chang, WC Huang, Z Huang, K Lakhotia, S Yang, S Dong, ...
arXiv preprint arXiv:2203.06849, 2022
782022
Domain-matched pre-training tasks for dense retrieval
B Oğuz, K Lakhotia, A Gupta, P Lewis, V Karpukhin, A Piktus, X Chen, ...
arXiv preprint arXiv:2107.13602, 2021
542021
Salient phrase aware dense retrieval: can a dense retriever imitate a sparse one?
X Chen, K Lakhotia, B Oğuz, A Gupta, P Lewis, S Peshterliev, Y Mehdad, ...
arXiv preprint arXiv:2110.06918, 2021
482021
Fid-ex: Improving sequence-to-sequence models for extractive rationale generation
K Lakhotia, B Paranjape, A Ghoshal, W Yih, Y Mehdad, S Iyer
arXiv preprint arXiv:2012.15482, 2020
212020
K.-t. Lee, D
SW Yang, PH Chi, YS Chuang, CIJ Lai, K Lakhotia, YY Lin, AT Liu, J Shi, ...
R. Liu, Z. Huang, S. Dong, S.-W. Li, S. Watanabe, A. Mohamed, and H.-y. Lee …, 2021
152021
Pytext: A seamless path from nlp research to production
A Aly, K Lakhotia, S Zhao, M Mohit, B Oguz, A Arora, S Gupta, C Dewan, ...
arXiv preprint arXiv:1812.08729, 2018
152018
textless-lib: A library for textless spoken language processing
E Kharitonov, J Copet, K Lakhotia, TA Nguyen, P Tomasello, A Lee, ...
arXiv preprint arXiv:2202.07359, 2022
102022
Quaser: Question answering with scalable extractive rationalization
A Ghoshal, S Iyer, B Paranjape, K Lakhotia, SW Yih, Y Mehdad
Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022
32022
A Large-Scale Evaluation of Speech Foundation Models
S Yang, HJ Chang, Z Huang, AT Liu, CI Lai, H Wu, J Shi, X Chang, ...
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024
2024
Virtual Assistant That Provides Answers Based On Past Conversations
K Lakhotia, D Savenkov, S Gupta
2023
Speech Resynthesis from Disentangled Self-Supervised Discrete Representations
A Polyak, Y Adi, J Copet, E Kharitonov, K Lakhotia, WN Hsu, A Mohamed, ...
SUPERB: Speech Understanding and PERformance Benchmark
SYPH Chi, YS Chuang, CI Lai, K Lakhotia, YY Lin, AT Liu, J Shi, XCD Lin, ...
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Articles 1–19