Alexei Baevski

71 papers A* 6A 9C 1Misc 4Journal 38Unranked 13

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Scaling Speech Technology to 1, 000+ Languages. J. Mach. Learn. Res. 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
2023	J	`jnl`	AV-data2vec: Self-supervised Learning of Audio-Visual Speech Representations with Contextualized Target Representations. CoRR Jiachen Lian, Alexei Baevski, Wei-Ning Hsu, Michael Auli
2023	C	`conf`	Av-Data2Vec: Self-Supervised Learning of Audio-Visual Speech Representations with Contextualized Target Representations. ASRU Jiachen Lian, Alexei Baevski, Wei-Ning Hsu, Michael Auli
2023	A*	`conf`	Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language. ICML Alexei Baevski, Arun Babu, Wei-Ning Hsu, Michael Auli
2023	—	`conf`	Introducing Semantics into Speech Encoders. ACL (1) Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Bing Liu, Akshat Shrivastava, Shang-wen Li, Liang-Hsuan Tseng, Guan-Ting Lin, Alexei Baevski, Hung-yi Lee, Yizhou Sun, Wei Wang
2023	—	`conf`	Measuring the Impact of Domain Factors in Self-Supervised Pre-Training. ICASSP Workshops Ramon Sanabria, Wei-Ning Hsu, Alexei Baevski, Michael Auli
2023	J	`jnl`	OVRL-V2: A simple state-of-art baseline for ImageNav and ObjectNav. CoRR Karmesh Yadav, Arjun Majumdar, Ram Ramrakhya, Naoki Yokoyama, Alexei Baevski, Zsolt Kira, Oleksandr Maksymets, Dhruv Batra
2023	J	`jnl`	Scaling Speech Technology to 1, 000+ Languages. CoRR 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
2023	—	`conf`	Toward Joint Language Modeling for Speech Units and Text. EMNLP (Findings) Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu, Alexis Conneau, Alexei Baevski, Michael Auli
2023	J	`jnl`	Toward Joint Language Modeling for Speech Units and Text. CoRR Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu, Alexis Conneau, Alexei Baevski, Michael Auli
2022	J	`jnl`	Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language. CoRR Alexei Baevski, Arun Babu, Wei-Ning Hsu, Michael Auli
2022	Misc	`conf`	Improved Language Identification Through Cross-Lingual Self-Supervised Learning. ICASSP Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexis Conneau, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli
2022	J	`jnl`	Introducing Semantics into Speech Encoders. CoRR Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Akshat Shrivastava, Shang-wen Li, Liang-Hsuan Tseng, Alexei Baevski, Guan-Ting Lin, Hung-yi Lee, Yizhou Sun, Wei Wang
2022	A*	`conf`	Masked Autoencoders that Listen. NeurIPS Po-Yao Huang, Hu Xu, Juncheng Li, Alexei Baevski, Michael Auli, Wojciech Galuba, Florian Metze, Christoph Feichtenhofer
2022	J	`jnl`	Masked Autoencoders that Listen. CoRR Po-Yao Huang, Hu Xu, Juncheng Li, Alexei Baevski, Michael Auli, Wojciech Galuba, Florian Metze, Christoph Feichtenhofer
2022	J	`jnl`	Measuring the Impact of Individual Domain Factors in Self-Supervised Pre-Training. CoRR Ramon Sanabria, Wei-Ning Hsu, Alexei Baevski, Michael Auli
2022	J	`jnl`	Offline Visual Representation Learning for Embodied Navigation. CoRR Karmesh Yadav, Ram Ramrakhya, Arjun Majumdar, Vincent-Pierre Berges, Sachit Kuhar, Dhruv Batra, Alexei Baevski, Oleksandr Maksymets
2022	A	`conf`	On-demand compute reduction with stochastic wav2vec 2.0. INTERSPEECH Apoorv Vyas, Wei-Ning Hsu, Michael Auli, Alexei Baevski
2022	J	`jnl`	On-demand compute reduction with stochastic wav2vec 2.0. CoRR Apoorv Vyas, Wei-Ning Hsu, Michael Auli, Alexei Baevski
2022	A	`conf`	Simple and Effective Unsupervised Speech Synthesis. INTERSPEECH Alexander H. Liu, Cheng-I Lai, Wei-Ning Hsu, Michael Auli, Alexei Baevski, James R. Glass
2022	J	`jnl`	Simple and Effective Unsupervised Speech Synthesis. CoRR Alexander H. Liu, Cheng-I Jeff Lai, Wei-Ning Hsu, Michael Auli, Alexei Baevski, James R. Glass
2022	A	`conf`	Simple and Effective Zero-shot Cross-lingual Phoneme Recognition. INTERSPEECH Qiantong Xu, Alexei Baevski, Michael Auli
2022	—	`conf`	Towards End-to-End Unsupervised Speech Recognition. SLT Alexander H. Liu, Wei-Ning Hsu, Michael Auli, Alexei Baevski
2022	J	`jnl`	Towards End-to-end Unsupervised Speech Recognition. CoRR Alexander H. Liu, Wei-Ning Hsu, Michael Auli, Alexei Baevski
2022	—	`conf`	Unified Speech-Text Pre-training for Speech Translation and Recognition. ACL (1) Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Miguel Pino
2022	J	`jnl`	Unified Speech-Text Pre-training for Speech Translation and Recognition. CoRR Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Miguel Pino
2022	A	`conf`	Wav2Vec-Aug: Improved self-supervised training with limited data. INTERSPEECH Anuroop Sriram, Michael Auli, Alexei Baevski
2022	J	`jnl`	Wav2Vec-Aug: Improved self-supervised training with limited data. CoRR Anuroop Sriram, Michael Auli, Alexei Baevski
2022	A	`conf`	XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale. INTERSPEECH Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli
2022	A*	`conf`	data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language. ICML Alexei Baevski, Wei-Ning Hsu, Qiantong Xu, Arun Babu, Jiatao Gu, Michael Auli
2022	J	`jnl`	data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language. CoRR Alexei Baevski, Wei-Ning Hsu, Qiantong Xu, Arun Babu, Jiatao Gu, Michael Auli
2021	Misc	`conf`	A Comparison of Discrete Latent Variable Models for Speech Representation Learning. ICASSP Henry Zhou, Alexei Baevski, Michael Auli
2021	J	`jnl`	Generative Spoken Language Modeling from Raw Audio. CoRR Kushal Lakhotia, Evgeny Kharitonov, Wei-Ning Hsu, Yossi Adi, Adam Polyak, Benjamin Bolte, Tu Anh Nguyen, Jade Copet, Alexei Baevski, Adelrahman Mohamed, Emmanuel Dupoux
2021	J	`jnl`	Improved Language Identification Through Cross-Lingual Self-Supervised Learning. CoRR Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli
2021	A	`conf`	Large-Scale Self- and Semi-Supervised Learning for Speech Translation. Interspeech Changhan Wang, Anne Wu, Juan Pino, Alexei Baevski, Michael Auli, Alexis Conneau
2021	J	`jnl`	Large-Scale Self- and Semi-Supervised Learning for Speech Translation. CoRR Changhan Wang, Anne Wu, Juan Miguel Pino, Alexei Baevski, Michael Auli, Alexis Conneau
2021	—	`conf`	Multilingual Speech Translation from Efficient Finetuning of Pretrained Models. ACL/IJCNLP (1) Xian Li, Changhan Wang, Yun Tang, Chau Tran, Yuqing Tang, Juan Miguel Pino, Alexei Baevski, Alexis Conneau, Michael Auli
2021	—	`conf`	Reservoir Transformers. ACL/IJCNLP (1) Sheng Shen, Alexei Baevski, Ari S. Morcos, Kurt Keutzer, Michael Auli, Douwe Kiela
2021	A	`conf`	Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training. Interspeech Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Jacob Kahn, Ann Lee, Ronan Collobert, Gabriel Synnaeve, Michael Auli
2021	J	`jnl`	Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training. CoRR Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Jacob Kahn, Ann Lee, Ronan Collobert, Gabriel Synnaeve, Michael Auli
2021	Misc	`conf`	Self-Training and Pre-Training are Complementary for Speech Recognition. ICASSP Qiantong Xu, Alexei Baevski, Tatiana Likhomanenko, Paden Tomasello, Alexis Conneau, Ronan Collobert, Gabriel Synnaeve, Michael Auli
2021	J	`jnl`	Simple and Effective Zero-shot Cross-lingual Phoneme Recognition. CoRR Qiantong Xu, Alexei Baevski, Michael Auli
2021	A	`conf`	Unsupervised Cross-Lingual Representation Learning for Speech Recognition. Interspeech Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, Michael Auli
2021	A*	`conf`	Unsupervised Speech Recognition. NeurIPS Alexei Baevski, Wei-Ning Hsu, Alexis Conneau, Michael Auli
2021	J	`jnl`	Unsupervised Speech Recognition. CoRR Alexei Baevski, Wei-Ning Hsu, Alexis Conneau, Michael Auli
2021	J	`jnl`	XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale. CoRR Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli
2020	J	`jnl`	A Comparison of Discrete Latent Variable Models for Speech Representation Learning. CoRR Henry Zhou, Alexei Baevski, Michael Auli
2020	Misc	`conf`	Effectiveness of Self-Supervised Pre-Training for ASR. ICASSP Alexei Baevski, Abdelrahman Mohamed
2020	J	`jnl`	Reservoir Transformer. CoRR Sheng Shen, Alexei Baevski, Ari S. Morcos, Kurt Keutzer, Michael Auli, Douwe Kiela
2020	J	`jnl`	Self-training and Pre-training are Complementary for Speech Recognition. CoRR Qiantong Xu, Alexei Baevski, Tatiana Likhomanenko, Paden Tomasello, Alexis Conneau, Ronan Collobert, Gabriel Synnaeve, Michael Auli
2020	J	`jnl`	The Zero Resource Speech Benchmark 2021: Metrics and baselines for unsupervised spoken language modeling. CoRR Tu Anh Nguyen, Maureen de Seyssel, Patricia Rozé, Morgane Rivière, Evgeny Kharitonov, Alexei Baevski, Ewan Dunbar, Emmanuel Dupoux
2020	J	`jnl`	Unsupervised Cross-lingual Representation Learning for Speech Recognition. CoRR Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, Michael Auli
2020	A*	`conf`	vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations. ICLR Alexei Baevski, Steffen Schneider, Michael Auli
2020	A*	`conf`	wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations. NeurIPS Alexei Baevski, Yuhao Zhou, Abdelrahman Mohamed, Michael Auli
2020	J	`jnl`	wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations. CoRR Alexei Baevski, Henry Zhou, Abdelrahman Mohamed, Michael Auli
2019	—	`conf`	Adaptive Input Representations for Neural Language Modeling. ICLR (Poster) Alexei Baevski, Michael Auli
2019	—	`conf`	Cloze-driven Pretraining of Self-attention Networks. EMNLP/IJCNLP (1) Alexei Baevski, Sergey Edunov, Yinhan Liu, Luke Zettlemoyer, Michael Auli
2019	J	`jnl`	Cloze-driven Pretraining of Self-attention Networks. CoRR Alexei Baevski, Sergey Edunov, Yinhan Liu, Luke Zettlemoyer, Michael Auli
2019	J	`jnl`	Effectiveness of self-supervised pre-training for speech recognition. CoRR Alexei Baevski, Michael Auli, Abdelrahman Mohamed
2019	—	`conf`	Facebook FAIR's WMT19 News Translation Task Submission. WMT (2) Nathan Ng, Kyra Yee, Alexei Baevski, Myle Ott, Michael Auli, Sergey Edunov
2019	J	`jnl`	Facebook FAIR's WMT19 News Translation Task Submission. CoRR Nathan Ng, Kyra Yee, Alexei Baevski, Myle Ott, Michael Auli, Sergey Edunov
2019	—	`conf`	Pay Less Attention with Lightweight and Dynamic Convolutions. ICLR Felix Wu, Angela Fan, Alexei Baevski, Yann N. Dauphin, Michael Auli
2019	J	`jnl`	Pay Less Attention with Lightweight and Dynamic Convolutions. CoRR Felix Wu, Angela Fan, Alexei Baevski, Yann N. Dauphin, Michael Auli
2019	J	`jnl`	Pre-trained Language Model Representations for Language Generation. CoRR Sergey Edunov, Alexei Baevski, Michael Auli
2019	—	`conf`	Pre-trained language model representations for language generation. NAACL-HLT (1) Sergey Edunov, Alexei Baevski, Michael Auli
2019	—	`conf`	fairseq: A Fast, Extensible Toolkit for Sequence Modeling. NAACL-HLT (Demonstrations) Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, Michael Auli
2019	J	`jnl`	fairseq: A Fast, Extensible Toolkit for Sequence Modeling. CoRR Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, Michael Auli
2019	J	`jnl`	vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations. CoRR Alexei Baevski, Steffen Schneider, Michael Auli
2019	A	`conf`	wav2vec: Unsupervised Pre-Training for Speech Recognition. INTERSPEECH Steffen Schneider, Alexei Baevski, Ronan Collobert, Michael Auli
2019	J	`jnl`	wav2vec: Unsupervised Pre-training for Speech Recognition. CoRR Steffen Schneider, Alexei Baevski, Ronan Collobert, Michael Auli
2018	J	`jnl`	Adaptive Input Representations for Neural Language Modeling. CoRR Alexei Baevski, Michael Auli