| The llama 3 herd of models A Dubey, A Jauhri, A Pandey, A Kadian, A Al-Dahle, A Letman, A Mathur, ... arXiv e-prints, arXiv: 2407.21783, 2024 | 12323* | 2024 |
| 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 | 4694 | 2021 |
| 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 | 1203 | 2021 |
| 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 | 1060 | 2021 |
| Learning audio-visual speech representation by masked multimodal cluster prediction B Shi, WN Hsu, K Lakhotia, A Mohamed arXiv preprint arXiv:2201.02184, 2022 | 491 | 2022 |
| 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 | 471 | 2021 |
| 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 | 406 | 2021 |
| Text-free prosody-aware generative spoken language modeling E Kharitonov, A Lee, A Polyak, Y Adi, J Copet, K Lakhotia, TA Nguyen, ... Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 161 | 2022 |
| 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, ... Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 122 | 2022 |
| Salient phrase aware dense retrieval: can a dense retriever imitate a sparse one? X Chen, K Lakhotia, B Oguz, A Gupta, P Lewis, S Peshterliev, Y Mehdad, ... Findings of the Association for Computational Linguistics: EMNLP 2022, 250-262, 2022 | 78 | 2022 |
| Domain-matched pre-training tasks for dense retrieval B Oguz, K Lakhotia, A Gupta, P Lewis, V Karpukhin, A Piktus, X Chen, ... Findings of the Association for Computational Linguistics: NAACL 2022, 1524-1534, 2022 | 66 | 2022 |
| 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 32, 2884-2899, 2024 | 62 | 2024 |
| K.-t. Lee, D S 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 | 45 | 2021 |
| Fid-ex: Improving sequence-to-sequence models for extractive rationale generation K Lakhotia, B Paranjape, A Ghoshal, S Yih, Y Mehdad, S Iyer Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 34 | 2021 |
| textless-lib: A library for textless spoken language processing E Kharitonov, J Copet, K Lakhotia, TA Nguyen, P Tomasello, A Lee, ... Proceedings of the 2022 Conference of the North American Chapter of the …, 2022 | 26 | 2022 |
| 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 | 17 | 2018 |
| 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 | 8 | 2022 |
| HuBERT: self-supervised speech representation learning by masked prediction of hidden units. IEEE/ACM Tran Audio, Speech, Lang Process WN Hsu, B Bolte, YHH Tsai, K Lakhotia, R Salakhutdinov, A Mohamed | 2 | 2021 |
| Virtual Assistant That Provides Answers Based On Past Conversations K Lakhotia, D Savenkov, S Gupta | | 2023 |
| Zadání diplomové práce WN Hsu, B Bolte, YHH Tsai, K Lakhotia, R Salakhutdinov, A Mohamed, ... | | |
