Baevski, Alexei

10 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

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

ICLRW 2023 Offline Visual Representation Learning for Embodied Navigation Karmesh Yadav, Ram Ramrakhya, Arjun Majumdar, Vincent-Pierre Berges, Sachit Kuhar, Dhruv Batra, Alexei Baevski, Oleksandr Maksymets

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

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

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

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