| Unsupervised learning of disentangled and interpretable representations from sequential data WN Hsu, Y Zhang, J Glass Thirty-first Conference on Neural Information Processing Systems (NeurIPS), 2017 | 300 | 2017 |
| An unsupervised autoregressive model for speech representation learning YA Chung, WN Hsu, H Tang, J Glass INTERSPEECH, 2019 | 238 | 2019 |
| 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 | 194 | 2021 |
| Hierarchical generative modeling for controllable speech synthesis WN Hsu, Y Zhang, RJ Weiss, H Zen, Y Wu, Y Wang, Y Cao, Y Jia, Z Chen, ... Seventh International Conference on Learning Representations (ICLR), 2019 | 169 | 2019 |
| Lingvo: a modular and scalable framework for sequence-to-sequence modeling J Shen, P Nguyen, Y Wu, Z Chen, MX Chen, Y Jia, A Kannan, T Sainath, ... arXiv preprint arXiv:1902.08295, 2019 | 138 | 2019 |
| Learning Latent Representations for Speech Generation and Transformation WN Hsu, Y Zhang, J Glass INTERSPEECH, 1273-1277, 2017 | 137 | 2017 |
| Active learning by learning WN Hsu, HT Lin Twenty-Ninth AAAI conference on artificial intelligence, 2015 | 116 | 2015 |
| Unsupervised domain adaptation for robust speech recognition via variational autoencoder-based data augmentation WN Hsu, Y Zhang, J Glass 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 16-23, 2017 | 112 | 2017 |
| Disentangling correlated speaker and noise for speech synthesis via data augmentation and adversarial factorization WN Hsu, Y Zhang, RJ Weiss, YA Chung, Y Wang, Y Wu, J Glass ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 92 | 2019 |
| Semi-supervised training for improving data efficiency in end-to-end speech synthesis YA Chung, Y Wang, WN Hsu, Y Zhang, RJ Skerry-Ryan ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 92 | 2019 |
| Multi-channel speech recognition: LSTMs all the way through H Erdogan, T Hayashi, JR Hershey, T Hori, C Hori, WN Hsu, S Kim, ... CHiME-4 workshop, 1-4, 2016 | 75 | 2016 |
| Unsupervised speech recognition A Baevski, WN Hsu, A Conneau, M Auli Advances in Neural Information Processing Systems 34, 27826-27839, 2021 | 72 | 2021 |
| Learning Hierarchical Discrete Linguistic Units from Visually-Grounded Speech D Harwath, WN Hsu, J Glass Eighth International Conference on Learning Representations (ICLR), 2020 | 66 | 2020 |
| HuBERT: How much can a bad teacher benefit ASR pre-training? WN Hsu, YHH Tsai, B Bolte, R Salakhutdinov, A Mohamed ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 59 | 2021 |
| Data2vec: A general framework for self-supervised learning in speech, vision and language A Baevski, WN Hsu, Q Xu, A Babu, J Gu, M Auli arXiv preprint arXiv:2202.03555, 2022 | 53 | 2022 |
| Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training WN Hsu, A Sriram, A Baevski, T Likhomanenko, Q Xu, V Pratap, J Kahn, ... INTERSPEECH, 2021 | 49 | 2021 |
| Speech Resynthesis from Discrete Disentangled Self-Supervised Representations A Polyak, Y Adi, J Copet, E Kharitonov, K Lakhotia, WN Hsu, A Mohamed, ... INTERSPEECH, 2021 | 45 | 2021 |
| 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 | 43 | 2021 |
| Neural attention for learning to rank questions in community question answering S Romeo, G Da San Martino, A Barrón-Cedeno, A Moschitti, Y Belinkov, ... Proceedings of COLING 2016, the 26th International Conference on …, 2016 | 41 | 2016 |
| Extracting domain invariant features by unsupervised learning for robust automatic speech recognition WN Hsu, J Glass 2018 IEEE international conference on acoustics, speech and signal …, 2018 | 38 | 2018 |
James GlassMIT Computer Science and Artificial Intelligence LaboratoryVerified email at mit.edu
