Auli, Michael

19 publications

JMLR 2024 Scaling Speech Technology to 1,000+ Languages Vineel Pratap, Andros Tjandra, Bowen Shi, Paden Tomasello, Arun Babu, Sayani Kundu, Ali Elkahky, Zhaoheng Ni, Apoorv Vyas, Maryam Fazel-Zarandi, Alexei Baevski, Yossi Adi, Xiaohui Zhang, Wei-Ning Hsu, Alexis Conneau, Michael Auli

NeurIPS 2023 DinoSR: Self-Distillation and Online Clustering for Self-Supervised Speech Representation Learning Alexander H. Liu, Heng-Jui Chang, Michael Auli, Wei-Ning Hsu, Jim Glass

ICML 2023 Efficient Self-Supervised Learning with Contextualized Target Representations for Vision, Speech and Language Alexei Baevski, Arun Babu, Wei-Ning Hsu, Michael Auli

ICML 2022 Data2vec: A General Framework for Self-Supervised Learning in Speech, Vision and Language Alexei Baevski, Wei-Ning Hsu, Qiantong Xu, Arun Babu, Jiatao Gu, Michael Auli

NeurIPS 2022 Masked Autoencoders That Listen Po-Yao Huang, Hu Xu, Juncheng Li, Alexei Baevski, Michael Auli, Wojciech Galuba, Florian Metze, Christoph Feichtenhofer

JMLR 2021 Beyond English-Centric Multilingual Machine Translation Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Michael Auli, Armand Joulin

NeurIPS 2021 Unsupervised Speech Recognition Alexei Baevski, Wei-Ning Hsu, Alexis Conneau, Michael Auli

ICLR 2020 Depth-Adaptive Transformer Maha Elbayad, Jiatao Gu, Edouard Grave, Michael Auli

ECCV 2020 Robust and On-the-Fly Dataset Denoising for Image Classification Jiaming Song, Yann Dauphin, Michael Auli, Tengyu Ma

ICLR 2020 Vq-Wav2vec: Self-Supervised Learning of Discrete Speech Representations Alexei Baevski, Steffen Schneider, Michael Auli

NeurIPS 2020 Wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski, Yuhao Zhou, Abdelrahman Mohamed, Michael Auli

ICLR 2019 Adaptive Input Representations for Neural Language Modeling Alexei Baevski, Michael Auli

ICML 2019 Mixture Models for Diverse Machine Translation: Tricks of the Trade Tianxiao Shen, Myle Ott, Michael Auli, Marc’Aurelio Ranzato

ICLR 2019 Pay Less Attention with Lightweight and Dynamic Convolutions Felix Wu, Angela Fan, Alexei Baevski, Yann Dauphin, Michael Auli

ICLR 2019 Wizard of Wikipedia: Knowledge-Powered Conversational Agents Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli, Jason Weston

ICML 2018 Analyzing Uncertainty in Neural Machine Translation Myle Ott, Michael Auli, David Grangier, Marc’Aurelio Ranzato

ICML 2017 Convolutional Sequence to Sequence Learning Jonas Gehring, Michael Auli, David Grangier, Denis Yarats, Yann N. Dauphin

ICML 2017 Language Modeling with Gated Convolutional Networks Yann N. Dauphin, Angela Fan, Michael Auli, David Grangier

ICLR 2016 Sequence Level Training with Recurrent Neural Networks Marc'Aurelio Ranzato, Sumit Chopra, Michael Auli, Wojciech Zaremba