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Wei-Ning Hsu
Wei-Ning Hsu
Facebook AI Research (FAIR)
Bestätigte E-Mail-Adresse bei csail.mit.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
18842021
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
International Conference on Machine Learning, 1298-1312, 2022
6402022
An unsupervised autoregressive model for speech representation learning
YA Chung, WN Hsu, H Tang, J Glass
INTERSPEECH, 2019
4312019
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
3972017
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
291*2019
Unsupervised speech recognition
A Baevski, WN Hsu, A Conneau, M Auli
Advances in Neural Information Processing Systems 34, 27826-27839, 2021
2622021
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
2392021
Speech Resynthesis from Discrete Disentangled Self-Supervised Representations
A Polyak, Y Adi, J Copet, E Kharitonov, K Lakhotia, WN Hsu, A Mohamed, ...
INTERSPEECH, 2021
2152021
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
2112021
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
1982019
Learning audio-visual speech representation by masked multimodal cluster prediction
B Shi, WN Hsu, K Lakhotia, A Mohamed
arXiv preprint arXiv:2201.02184, 2022
1952022
Active learning by learning
WN Hsu, HT Lin
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
1832015
Learning Latent Representations for Speech Generation and Transformation
WN Hsu, Y Zhang, J Glass
INTERSPEECH, 1273-1277, 2017
1762017
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
1592017
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
1362019
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
1232019
Direct speech-to-speech translation with discrete units
A Lee, PJ Chen, C Wang, J Gu, S Popuri, X Ma, A Polyak, Y Adi, Q He, ...
arXiv preprint arXiv:2107.05604, 2021
1122021
Scaling speech technology to 1,000+ languages
V Pratap, A Tjandra, B Shi, P Tomasello, A Babu, S Kundu, A Elkahky, ...
Journal of Machine Learning Research 25 (97), 1-52, 2024
1042024
Textless speech-to-speech translation on real data
A Lee, H Gong, PA Duquenne, H Schwenk, PJ Chen, C Wang, S Popuri, ...
arXiv preprint arXiv:2112.08352, 2021
942021
Learning Hierarchical Discrete Linguistic Units from Visually-Grounded Speech
D Harwath, WN Hsu, J Glass
Eighth International Conference on Learning Representations (ICLR), 2020
932020
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