Auli, Michael

Convolutional Sequence to Sequence Learning

Gehring, J., Auli, M., Grangier, D., Yarats, D., & Dauphin, Y. N. (2017) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 2,850

wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations

Baevski, A., Zhou, H., Mohamed, A., & Auli, M. (2020) · arXiv

Parallel Computing and Optimization TechniquesDistributed systems and fault tolerance

Cited by 2,369

Sequence Level Training with Recurrent Neural Networks

Ranzato, M., Chopra, S., Auli, M., & Zaremba, W. (2015) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 1,426

wav2vec: Unsupervised Pre-Training for Speech Recognition

Schneider, S., Baevski, A., Collobert, R., & Auli, M. (2019) · Interspeech 2019

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 1,290

Unsupervised Cross-Lingual Representation Learning for Speech Recognition

Conneau, A., Baevski, A., Collobert, R., Mohamed, A., & Auli, M. (2021) · Interspeech 2021

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 637

XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Babu, A., Wang, C., Tjandra, A., Lakhotia, K., Xu, Q., Goyal, N., Singh, K., von Platen, P., Saraf, Y., Pino, J., et al. (2022) · Interspeech 2022

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 586

ELI5: Long Form Question Answering

Fan, A., Jernite, Y., Perez, E., Grangier, D., Weston, J., & Auli, M. (2019) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 325

ELI5: long form question answering

Fan, A., Jernite, Y., Perez, E., Grangier, D., Weston, J., & Auli, M. (2019) · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics

Topic ModelingNatural Language Processing Techniques

Cited by 319

Controllable Abstractive Summarization

Fan, A., Grangier, D., & Auli, M. (2018) · Proceedings of the 2nd Workshop on Neural Machine Translation and Generation

Topic ModelingAdvanced Text Analysis Techniques

Cited by 281

Cloze-driven Pretraining of Self-attention Networks

Baevski, A., Edunov, S., Liu, Y., Zettlemoyer, L., & Auli, M. (2019) · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)

Topic ModelingNatural Language Processing Techniques

Cited by 215

Cloze-driven Pretraining of Self-attention Networks

Baevski, A., Edunov, S., Liu, Y., Zettlemoyer, L., & Auli, M. (2019) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 215

Masked Autoencoders that Listen

Huang, P.-Y., Xu, H., Li, J., Baevski, A., Auli, M., Galuba, W., Metze, F., & Feichtenhofer, C. (2022) · arXiv

Speech and Audio ProcessingSpeech Recognition and Synthesis

Cited by 206

Analyzing Uncertainty in Neural Machine Translation

Ott, M., Auli, M., Grangier, D., & Ranzato, M. (2018) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 140

Pre-trained language model representations for language generation

Edunov, S., Baevski, A., & Auli, M. (2019) · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)

Topic ModelingNatural Language Processing Techniques

Cited by 122

Scaling Speech Technology to 1, 000+ Languages

Pratap, V., Tjandra, A., Shi, B., Tomasello, P., Babu, A., Kundu, S., Elkahky, A., Ni, Z., Vyas, A., Fazel-Zarandi, M., et al. (2023) · arXiv

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 116

QuickEdit: Editing Text and Translations by Crossing Words Out

Grangier, D., & Auli, M. (2018) · Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)

Natural Language Processing TechniquesTopic Modeling

Cited by 20

A Comparison of Approaches to Document-level Machine Translation

Ma, Z., Edunov, S., & Auli, M. (2021) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 7

Unified Speech-Text Pre-training for Speech Translation and Recognition

Tang, Y., Gong, H., Dong, N., Wang, C., Hsu, W.-N., Gu, J., Baevski, A., Li, X., Mohamed, A., Auli, M., et al. (2022) · arXiv

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 0